id sid tid token lemma pos work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 1 Towards towards IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 2 computational computational JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 3 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 4 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 5 researcher researcher NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 6 perspectives perspective VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 7 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 8 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 9 use use NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 10 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 11 sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 12 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 13 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 14 A a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 15 peer peer NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 16 - - HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 17 reviewed review VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 18 version version NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 19 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 20 this this DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 21 preprint preprint NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 22 was be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 23 published publish VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 24 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 25 PeerJ PeerJ NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 26 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 27 17 17 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 28 September September NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 29 2018 2018 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 1 30 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 2 1 View view VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 2 2 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 2 3 peer peer NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 2 4 - - HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 2 5 reviewed review VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 2 6 version version NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 2 7 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 2 8 peerj.com/articles/cs-163 peerj.com/articles/cs-163 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 2 9 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 2 10 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 2 11 which which WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 2 12 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 2 13 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 2 14 preferred preferred JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 2 15 citable citable JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 2 16 publication publication NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 2 17 unless unless IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 2 18 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 2 19 specifically specifically RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 2 20 need need VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 2 21 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 2 22 cite cite VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 2 23 this this DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 2 24 preprint preprint NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 2 25 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 3 1 AlNoamany AlNoamany NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 3 2 Y Y NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 3 3 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 3 4 Borghi Borghi NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 3 5 JA JA NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 3 6 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 4 1 2018 2018 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 4 2 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 5 1 Towards towards IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 5 2 computational computational JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 5 3 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 5 4 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 5 5 researcher researcher NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 5 6 perspectives perspective VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 5 7 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 5 8 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 5 9 use use NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 5 10 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 5 11 sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 5 12 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 5 13 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 5 14 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 1 PeerJ PeerJ NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 2 Computer Computer NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 3 Science science NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 4 4 4 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 5 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 6 e163 e163 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 7 https://doi.org/10.7717/peerj-cs.163 https://doi.org/10.7717/peerj-cs.163 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 8 https://doi.org/10.7717/peerj-cs.163 https://doi.org/10.7717/peerj-cs.163 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 9 https://doi.org/10.7717/peerj-cs.163 https://doi.org/10.7717/peerj-cs.163 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 10 Towards towards IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 11 computational computational JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 12 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 13 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 14 researcher researcher NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 15 perspectives perspective VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 16 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 17 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 18 use use NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 19 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 20 sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 21 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 22 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 23 Yasmin Yasmin NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 24 Alnoamany Alnoamany NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 25 Corresp Corresp NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 26 . . NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 27 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 28 1 1 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 29 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 30 John John NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 31 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 32 Borghi Borghi NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 33 2 2 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 34 1 1 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 35 University University NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 36 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 37 California California NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 38 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 39 Berkeley Berkeley NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 40 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 41 United United NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 42 States States NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 43 2 2 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 44 California California NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 45 Digital Digital NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 46 Library Library NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 47 Corresponding Corresponding NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 48 Author author NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 49 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 50 Yasmin Yasmin NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 51 Alnoamany Alnoamany NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 52 Email Email NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 53 address address NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 54 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 55 yasminal@berkeley.edu yasminal@berkeley.edu NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 56 Research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 57 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 58 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 59 which which WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 60 includes include VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 61 both both DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 62 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 63 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 64 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 65 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 66 executables executable NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 67 used use VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 68 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 69 part part NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 70 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 71 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 72 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 73 process process NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 74 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 75 presents present VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 76 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 77 significant significant JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 78 challenge challenge NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 79 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 80 efforts effort NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 81 aimed aim VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 82 at at IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 83 ensuring ensure VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 84 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 6 85 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 1 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 2 order order NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 3 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 4 inform inform VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 5 such such JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 6 efforts effort NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 7 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 8 we -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 9 conducted conduct VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 10 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 11 survey survey NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 12 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 13 better well RBR work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 14 understand understand VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 15 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 16 characteristics characteristic NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 17 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 18 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 19 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 20 as as RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 21 well well RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 22 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 23 how how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 24 it -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 25 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 26 created create VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 27 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 28 used use VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 29 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 30 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 31 shared share VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 32 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 33 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 7 34 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 1 Based base VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 2 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 3 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 4 responses response NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 5 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 6 215 215 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 7 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 9 representing represent VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 10 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 11 range range NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 12 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 13 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 14 disciplines discipline NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 15 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 16 we -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 17 found find VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 18 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 19 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 20 create create VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 21 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 22 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 23 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 24 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 25 share share VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 26 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 27 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 28 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 29 wide wide JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 30 variety variety NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 31 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 32 forms form NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 33 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 34 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 35 wide wide JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 36 variety variety NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 37 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 38 purposes purpose NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 39 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 40 including include VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 41 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 42 collection collection NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 43 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 44 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 45 analysis analysis NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 46 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 47 data data NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 48 visualization visualization NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 49 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 50 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 51 cleaning cleaning NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 52 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 53 organization organization NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 54 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 55 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 56 automation automation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 8 57 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 9 1 More More JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 9 2 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 9 3 indicated indicate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 9 4 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 9 5 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 9 6 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 9 7 open open JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 9 8 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 9 9 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 9 10 than than IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 9 11 commercial commercial JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 9 12 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 9 13 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 10 1 While while IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 10 2 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 10 3 relatively relatively RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 10 4 small small JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 10 5 number number NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 10 6 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 10 7 programming programming NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 10 8 languages language NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 10 9 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 10 10 e.g. e.g. RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 11 1 Python Python NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 11 2 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 11 3 R R NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 11 4 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 11 5 JavaScript JavaScript NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 11 6 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 11 7 C++ C++ NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 11 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 11 9 Matlab Matlab NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 11 10 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 11 11 are be VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 11 12 used use VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 11 13 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 11 14 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 11 15 large large JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 11 16 number number NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 11 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 11 18 there there EX work_ygvsy3rrzbfqfd2zbo4b2ehohq 11 19 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 11 20 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 11 21 long long JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 11 22 tail tail NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 11 23 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 11 24 languages language NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 11 25 used use VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 11 26 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 11 27 relatively relatively RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 11 28 few few JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 11 29 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 12 1 Between between IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 12 2 group group NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 12 3 comparisons comparison NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 12 4 revealed reveal VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 12 5 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 12 6 significantly significantly RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 12 7 more more JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 12 8 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 12 9 from from IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 12 10 computer computer NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 12 11 science science NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 12 12 write write VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 12 13 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 12 14 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 12 15 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 12 16 create create VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 12 17 executables executable NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 12 18 than than IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 12 19 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 12 20 from from IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 12 21 other other JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 12 22 disciplines discipline NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 12 23 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 13 1 Group group NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 13 2 comparisons comparison NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 13 3 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 13 4 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 13 5 knowledge knowledge NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 13 6 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 13 7 best good JJS work_ygvsy3rrzbfqfd2zbo4b2ehohq 13 8 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 13 9 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 13 10 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 13 11 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 13 12 creation creation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 13 13 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 13 14 sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 13 15 were be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 13 16 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 13 17 significant significant JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 13 18 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 1 While while IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 2 many many JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 3 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 4 indicated indicate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 5 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 6 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 7 draw draw VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 8 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 9 distinction distinction NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 10 between between IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 11 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 12 sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 13 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 14 preservation preservation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 15 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 16 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 18 related related JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 19 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 20 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 21 perceptions perception NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 22 were be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 23 often often RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 24 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 25 aligned align VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 26 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 27 those those DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 28 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 29 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 30 broader broad JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 31 scholarly scholarly JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 32 communications communication NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 33 community community NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 14 34 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 1 PeerJ PeerJ NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 2 Preprints Preprints NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 3 | | VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 4 https://doi.org/10.7287/peerj.preprints.26727v1 https://doi.org/10.7287/peerj.preprints.26727v1 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 5 | | NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 6 CC CC NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 7 BY by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 8 4.0 4.0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 9 Open Open NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 10 Access Access NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 11 | | HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 12 rec rec NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 13 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 14 19 19 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 15 Mar Mar NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 16 2018 2018 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 18 publ publ NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 19 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 20 19 19 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 21 Mar Mar NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 22 2018 2018 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 23 Towards towards IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 24 Computational Computational NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 25 Reproducibility:1 Reproducibility:1 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 26 Researcher researcher NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 27 Perspectives Perspectives NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 28 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 29 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 30 Use Use NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 31 and2 and2 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 32 Sharing share VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 33 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 34 Software3 Software3 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 35 Yasmin Yasmin NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 36 AlNoamany1 AlNoamany1 '' work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 37 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 38 John John NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 39 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 40 Borghi24 Borghi24 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 41 1University 1University NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 42 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 43 California California NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 44 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 45 Berkeley5 Berkeley5 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 46 2California 2California NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 47 Digital Digital NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 48 Library6 Library6 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 49 Corresponding Corresponding NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 50 author:7 author:7 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 51 Yasmin Yasmin NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 52 AlNoamany18 AlNoamany18 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 53 Email Email NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 54 address address NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 55 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 56 yasminal@berkeley.edu9 yasminal@berkeley.edu9 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 57 ABSTRACT10 ABSTRACT10 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 58 Research Research NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 59 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 60 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 61 which which WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 62 includes include VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 63 both both DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 64 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 65 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 66 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 67 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 68 executables executable NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 69 used use VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 70 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 71 part part NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 72 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 73 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 74 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 75 process process NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 76 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 77 presents present VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 78 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 79 significant significant JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 80 challenge challenge NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 81 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 82 efforts effort NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 83 aimed aim VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 84 at at IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 85 ensuring ensure VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 86 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 15 87 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 1 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 2 order order NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 3 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 4 inform inform VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 5 such such JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 6 efforts effort NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 7 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 8 we -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 9 conducted conduct VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 10 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 11 survey survey NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 12 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 13 better well RBR work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 14 understand understand VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 15 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 16 characteristics characteristic NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 17 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 18 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 19 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 20 as as RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 21 well well RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 22 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 23 how how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 24 it -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 25 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 26 created create VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 27 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 28 used use VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 29 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 30 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 31 shared share VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 32 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 33 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 16 34 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 1 Based base VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 2 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 3 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 4 responses response NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 5 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 6 215 215 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 7 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 9 representing represent VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 10 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 11 range range NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 12 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 13 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 14 disciplines discipline NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 15 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 16 we -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 17 found find VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 18 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 19 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 20 create create VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 21 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 22 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 23 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 24 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 25 share share VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 26 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 27 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 28 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 29 wide wide JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 30 variety variety NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 31 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 32 forms form NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 33 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 34 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 35 wide wide JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 36 variety variety NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 37 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 38 purposes purpose NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 39 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 40 including include VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 41 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 42 collection collection NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 43 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 44 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 45 analysis analysis NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 46 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 47 data data NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 48 visualization visualization NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 49 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 50 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 51 cleaning cleaning NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 52 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 53 organization organization NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 54 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 55 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 56 automation automation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 17 57 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 18 1 More More JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 18 2 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 18 3 indicated indicate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 18 4 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 18 5 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 18 6 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 18 7 open open JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 18 8 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 18 9 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 18 10 than than IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 18 11 commercial commercial JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 18 12 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 18 13 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 19 1 While while IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 19 2 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 19 3 relatively relatively RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 19 4 small small JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 19 5 number number NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 19 6 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 19 7 programming programming NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 19 8 languages language NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 19 9 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 19 10 e.g. e.g. RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 20 1 Python Python NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 20 2 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 20 3 R R NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 20 4 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 20 5 JavaScript JavaScript NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 20 6 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 20 7 C++ C++ NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 20 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 20 9 Matlab Matlab NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 20 10 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 20 11 are be VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 20 12 used use VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 20 13 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 20 14 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 20 15 large large JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 20 16 number number NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 20 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 20 18 there there EX work_ygvsy3rrzbfqfd2zbo4b2ehohq 20 19 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 20 20 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 20 21 long long JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 20 22 tail tail NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 20 23 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 20 24 languages language NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 20 25 used use VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 20 26 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 20 27 relatively relatively RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 20 28 few few JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 20 29 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 21 1 Between between IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 21 2 group group NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 21 3 comparisons comparison NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 21 4 revealed reveal VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 21 5 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 21 6 significantly significantly RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 21 7 more more JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 21 8 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 21 9 from from IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 21 10 computer computer NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 21 11 science science NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 21 12 write write VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 21 13 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 21 14 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 21 15 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 21 16 create create VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 21 17 executables executable NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 21 18 than than IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 21 19 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 21 20 from from IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 21 21 other other JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 21 22 disciplines discipline NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 21 23 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 22 1 Group group NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 22 2 comparisons comparison NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 22 3 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 22 4 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 22 5 knowledge knowledge NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 22 6 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 22 7 best good JJS work_ygvsy3rrzbfqfd2zbo4b2ehohq 22 8 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 22 9 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 22 10 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 22 11 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 22 12 creation creation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 22 13 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 22 14 sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 22 15 were be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 22 16 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 22 17 significant significant JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 22 18 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 1 While while IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 2 many many JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 3 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 4 indicated indicate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 5 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 6 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 7 draw draw VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 8 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 9 distinction distinction NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 10 between between IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 11 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 12 sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 13 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 14 preservation preservation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 15 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 16 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 18 related related JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 19 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 20 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 21 perceptions perception NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 22 were be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 23 often often RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 24 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 25 aligned align VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 26 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 27 those those DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 28 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 29 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 30 broader broad JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 31 scholarly scholarly JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 32 communications communication NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 33 community community NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 23 34 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 1 11 11 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 2 12 12 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 3 13 13 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 4 14 14 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 5 15 15 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 6 16 16 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 7 17 17 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 8 18 18 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 9 19 19 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 10 20 20 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 11 21 21 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 12 22 22 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 13 23 23 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 14 24 24 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 15 25 25 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 16 1 1 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 17 INTRODUCTION26 INTRODUCTION26 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 18 Research Research NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 19 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 20 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 21 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 22 important important JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 23 consideration consideration NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 24 when when WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 25 addressing address VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 26 concerns concern NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 27 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 28 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 29 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 30 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 31 Hong27 Hong27 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 32 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 33 2011 2011 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 34 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 35 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 36 Hong Hong NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 37 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 38 2014 2014 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 39 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 40 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 41 Stodden Stodden NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 42 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 43 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 24 44 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 25 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 25 2 2014 2014 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 25 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 25 4 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 25 5 Goble goble JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 25 6 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 25 7 2014 2014 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 25 8 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 25 9 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 25 10 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 26 1 Effective effective JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 26 2 management management NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 26 3 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 26 4 sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 26 5 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 26 6 software28 software28 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 26 7 saves save NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 26 8 time time NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 26 9 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 26 10 increases increase VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 26 11 transparency transparency NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 26 12 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 26 13 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 26 14 advances advance VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 26 15 science science NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 26 16 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 26 17 Prlić Prlić NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 26 18 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 26 19 Procter Procter NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 26 20 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 26 21 2012 2012 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 26 22 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 26 23 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 26 24 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 1 At at IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 2 present present NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 3 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 4 there there RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 5 are29 are29 ADD work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 6 several several JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 7 converging converge VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 8 efforts effort NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 9 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 10 ensure ensure VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 11 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 12 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 13 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 14 positioned position VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 15 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 16 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 17 “ " `` work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 18 first first JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 19 class class NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 20 ” " '' work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 21 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 22 object object NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 23 that that WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 24 is30 is30 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 25 maintained maintain VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 26 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 27 assessed assess VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 28 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 29 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 30 cited cite VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 31 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 32 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 33 similar similar JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 34 fashion fashion NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 35 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 36 scholarly scholarly NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 37 publications publication NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 38 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 27 39 e.g. e.g. RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 28 1 NIH NIH NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 28 2 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 28 3 2016 2016 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 28 4 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 28 5 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 28 6 Katz Katz NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 28 7 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 28 8 al.31 al.31 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 28 9 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 28 10 2013 2013 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 28 11 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 28 12 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 28 13 Ram ram VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 28 14 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 28 15 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 28 16 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 29 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 29 2 2017 2017 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 29 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 29 4 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 29 5 Crouch Crouch NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 29 6 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 29 7 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 29 8 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 30 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 30 2 2013 2013 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 30 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 30 4 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 30 5 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 31 1 However however RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 31 2 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 31 3 while while IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 31 4 there there EX work_ygvsy3rrzbfqfd2zbo4b2ehohq 31 5 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 31 6 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 31 7 burgeoning burgeon VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 31 8 literature literature NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 31 9 exploring32 exploring32 VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 31 10 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 31 11 actives active NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 31 12 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 31 13 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 31 14 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 31 15 relation relation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 31 16 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 31 17 materials material NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 31 18 like like IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 31 19 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 31 20 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 31 21 Tenopir Tenopir NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 31 22 et et FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 31 23 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 31 24 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 32 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 32 2 2015 2015 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 32 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 32 4 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 32 5 Tenopir Tenopir NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 32 6 et et FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 32 7 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 32 8 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 33 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 33 2 2015);33 2015);33 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 33 3 Monteith Monteith NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 33 4 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 33 5 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 33 6 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 2 2014 2014 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 4 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 5 Kim Kim NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 6 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 7 Stanton Stanton NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 8 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 9 2016 2016 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 10 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 11 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 12 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 13 those those DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 14 related related JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 15 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 16 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 17 have have VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 18 received receive VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 19 less less RBR work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 20 attention.34 attention.34 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 21 Specifically specifically RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 22 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 23 we -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 24 have have VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 25 been be VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 26 unable unable JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 27 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 28 find find VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 29 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 30 study study NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 31 that that WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 32 thoroughly thoroughly RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 33 examines examine VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 34 how how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 35 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 36 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 37 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 38 share share VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 39 and35 and35 VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 40 value value VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 41 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 42 software.36 software.36 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 43 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 44 this this DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 45 paper paper NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 46 we -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 47 report report VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 48 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 49 results result NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 50 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 51 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 52 survey survey NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 53 designed design VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 54 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 55 capture capture VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 56 researcher researcher NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 57 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 58 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 59 perceptions37 perceptions37 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 60 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 61 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 62 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 34 63 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 35 1 Survey survey NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 35 2 questions question NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 35 3 addressed address VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 35 4 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 35 5 variety variety NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 35 6 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 35 7 topics topic NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 35 8 including:38 including:38 NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 35 9 1 1 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 35 10 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 36 1 What what WP work_ygvsy3rrzbfqfd2zbo4b2ehohq 36 2 are be VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 36 3 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 36 4 characteristics characteristic NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 36 5 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 36 6 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 36 7 software?39 software?39 VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 36 8 2 2 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 36 9 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 37 1 How how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 37 2 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 37 3 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 37 4 use use VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 37 5 software?40 software?40 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 37 6 3 3 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 37 7 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 38 1 To to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 38 2 what what WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 38 3 extent extent NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 38 4 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 38 5 current current JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 38 6 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 38 7 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 38 8 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 38 9 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 38 10 align align NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 38 11 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 38 12 those those DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 38 13 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 38 14 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 38 15 reproducibility?41 reproducibility?41 IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 38 16 4 4 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 38 17 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 39 1 How how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 39 2 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 39 3 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 39 4 share share VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 39 5 software?42 software?42 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 39 6 5 5 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 39 7 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 40 1 How how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 40 2 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 40 3 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 40 4 preserve preserve VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 40 5 software?43 software?43 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 40 6 After after IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 40 7 filtering filter VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 40 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 40 9 215 215 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 40 10 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 40 11 participated participate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 40 12 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 40 13 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 40 14 survey survey NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 40 15 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 1 Overall overall RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 2 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 3 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 4 results result NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 5 demonstrate demonstrate VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 6 that44 that44 NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 7 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 8 create create VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 9 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 10 using use VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 11 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 12 wide wide JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 13 variety variety NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 14 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 15 programming programming NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 16 languages language NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 18 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 19 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 20 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 21 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 22 wide45 wide45 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 23 variety variety NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 24 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 25 purposes purpose NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 26 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 27 have have VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 28 adopted adopt VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 29 some- some- NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 30 but but CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 31 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 32 all- all- NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 33 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 34 recommended recommend VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 35 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 36 address address VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 37 reproducibility,46 reproducibility,46 DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 38 often often RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 39 share share VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 40 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 41 outside outside IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 42 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 43 traditional traditional JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 44 scholarly scholarly JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 45 communication communication NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 46 channels channel NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 47 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 48 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 49 generally generally RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 50 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 51 not47 not47 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 52 actively actively RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 53 preserve preserve VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 54 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 55 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 41 56 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 42 1 Participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 42 2 from from IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 42 3 computer computer NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 42 4 science science NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 42 5 reported report VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 42 6 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 42 7 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 42 8 write write VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 42 9 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 42 10 code48 code48 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 42 11 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 42 12 create create VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 42 13 executables executable NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 42 14 significantly significantly RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 42 15 more more JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 42 16 than than IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 42 17 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 42 18 from from IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 42 19 other other JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 42 20 disciplines discipline NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 42 21 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 43 1 However however RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 43 2 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 43 3 other other JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 43 4 group49 group49 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 43 5 comparisons comparison NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 43 6 largely largely RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 43 7 did do VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 43 8 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 43 9 reach reach VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 43 10 statistical statistical JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 43 11 significance.50 significance.50 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 43 12 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 43 13 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 43 14 following following JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 43 15 sections section NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 43 16 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 43 17 we -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 43 18 provide provide VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 43 19 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 43 20 more more RBR work_ygvsy3rrzbfqfd2zbo4b2ehohq 43 21 detailed detailed JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 43 22 description description NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 43 23 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 43 24 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 43 25 findings finding NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 43 26 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 1 We -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 2 start start VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 3 with51 with51 VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 4 an an DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 5 overview overview NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 6 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 7 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 8 related related JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 9 literature literature NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 10 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 11 Section section NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 12 2 2 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 13 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 14 then then RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 15 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 16 description description NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 17 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 18 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 19 survey survey NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 20 instrument instrument NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 21 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 22 the52 the52 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 23 demographic demographic JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 24 characteristics characteristic NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 25 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 26 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 27 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 28 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 29 Section section NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 30 3 3 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 31 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 32 Section section NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 33 4 4 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 34 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 44 35 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 45 1 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 45 2 section section NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 45 3 5 5 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 45 4 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 45 5 we -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 45 6 describe describe VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 45 7 our53 our53 NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 45 8 findings finding NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 45 9 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 45 10 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 45 11 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 45 12 characteristics characteristic NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 45 13 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 45 14 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 45 15 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 45 16 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 45 17 its -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 45 18 usage usage NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 45 19 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 46 1 Responses response NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 46 2 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 46 3 questions question NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 46 4 involving54 involving54 SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 46 5 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 46 6 - - HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 46 7 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 46 8 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 46 9 are be VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 46 10 detailed detail VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 46 11 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 46 12 Section section NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 46 13 6 6 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 46 14 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 47 1 Section section NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 47 2 7 7 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 47 3 outlines outline VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 47 4 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 47 5 responses response NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 47 6 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 47 7 questions55 questions55 NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 47 8 related related JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 47 9 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 47 10 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 47 11 sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 47 12 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 47 13 preservation preservation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 47 14 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 1 We -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 2 discuss discuss VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 3 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 4 implications implication NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 5 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 6 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 7 findings finding NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 8 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 9 Section section NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 10 8.56 8.56 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 11 Finally finally RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 12 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 13 Section section NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 14 9 9 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 15 contains contain VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 16 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 17 discussion discussion NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 18 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 19 future future JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 20 work.57 work.57 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 21 2 2 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 22 RELATED related JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 23 WORK58 WORK58 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 24 While while IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 25 there there EX work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 26 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 27 an an DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 28 emerging emerge VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 29 body body NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 30 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 31 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 32 examining examine VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 33 researcher researcher NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 34 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 35 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 36 perceptions perception NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 37 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 38 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 39 priorities59 priorities59 NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 40 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 41 products product NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 42 like like IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 43 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 44 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 45 Fecher Fecher NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 46 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 47 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 48 48 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 49 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 49 2 2015 2015 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 49 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 49 4 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 49 5 Kratz Kratz NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 49 6 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 49 7 Strasser Strasser NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 49 8 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 49 9 2015 2015 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 49 10 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 49 11 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 49 12 Tenopir Tenopir NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 49 13 et et FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 49 14 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 49 15 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 50 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 50 2 2011 2011 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 50 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 50 4 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 50 5 Tenopir60 Tenopir60 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 50 6 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 50 7 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 50 8 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 2 2015 2015 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 4 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 6 work work NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 7 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 8 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 9 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 10 has have VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 11 generally generally RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 12 focused focus VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 13 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 14 how how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 15 it -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 16 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 17 found find VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 18 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 19 adopted adopt VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 20 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 21 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 22 credited61 credited61 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 23 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 24 Howison Howison NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 25 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 26 Bullard Bullard NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 27 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 28 2015b 2015b CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 29 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 30 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 31 Hucka Hucka NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 32 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 33 Graham Graham NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 34 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 35 2016 2016 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 36 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 37 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 38 Joppa Joppa NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 39 et et FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 40 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 51 41 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 52 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 52 2 2013 2013 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 52 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 52 4 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 52 5 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 1 For for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 2 example example NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 3 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 4 research62 research62 NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 5 examining examine VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 6 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 7 re re NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 8 - - NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 9 use use NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 10 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 11 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 12 demonstrates demonstrate VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 13 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 14 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 15 most most RBS work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 16 common common JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 17 difficulty difficulty NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 18 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 19 users user NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 20 looking look VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 21 for63 for63 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 22 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 23 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 24 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 25 lack lack NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 26 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 27 documentation documentation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 28 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 29 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 30 finding find VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 31 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 32 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 33 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 34 difficult difficult JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 35 task task NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 36 even even RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 37 within within IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 38 technology64 technology64 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 39 companies company NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 40 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 41 Sadowski Sadowski NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 42 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 43 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 53 44 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 54 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 54 2 2015 2015 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 54 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 54 4 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 54 5 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 55 1 However however RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 55 2 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 55 3 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 55 4 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 55 5 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 55 6 increasingly increasingly RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 55 7 central central JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 55 8 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 55 9 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 55 10 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 55 11 process65 process65 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 55 12 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 55 13 Borgman Borgman NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 55 14 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 55 15 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 55 16 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 2 2012 2012 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 4 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 6 understanding understand VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 7 its -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 8 characteristics characteristic NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 9 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 10 its -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 11 use use NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 12 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 13 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 14 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 15 related related JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 16 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 17 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 18 perceptions66 perceptions66 NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 19 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 20 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 21 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 22 an an DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 23 essential essential JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 24 component component NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 25 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 26 addressing address VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 27 reproducibility.67 reproducibility.67 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 28 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 29 term term NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 30 “ " `` work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 31 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 32 ” " '' work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 33 has have VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 34 been be VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 35 applied apply VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 36 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 37 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 38 variety variety NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 39 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 40 efforts effort NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 41 aimed aim VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 42 at at IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 43 addressing address VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 44 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 45 misalignment68 misalignment68 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 46 between between IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 47 good good JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 48 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 49 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 50 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 51 including include VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 52 those those DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 53 emphasizing emphasize VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 54 transparency transparency NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 55 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 56 methodological methodological JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 57 rigor,69 rigor,69 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 58 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 59 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 60 academic academic JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 61 reward reward NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 62 system system NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 63 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 64 which which WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 65 generally generally RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 66 emphasizes emphasize VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 67 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 68 publication publication NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 69 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 70 novel novel NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 71 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 72 positive70 positive70 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 73 results result NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 74 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 75 Nosek Nosek NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 76 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 77 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 56 78 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 57 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 57 2 2012 2012 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 57 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 57 4 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 57 5 Munafò Munafò NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 57 6 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 57 7 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 57 8 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 58 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 58 2 2017 2017 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 58 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 58 4 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 58 5 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 59 1 Attempts attempt NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 59 2 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 59 3 provide provide VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 59 4 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 59 5 cohesive cohesive JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 59 6 lexicon lexicon NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 59 7 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 59 8 describing71 describing71 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 59 9 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 59 10 - - HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 59 11 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 59 12 activities activity NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 59 13 are be VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 59 14 described describe VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 59 15 elsewhere elsewhere RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 59 16 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 59 17 Goodman Goodman NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 59 18 et et FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 59 19 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 59 20 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 2 2016 2016 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 4 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 5 but but CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 6 computational72 computational72 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 7 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 8 generally generally RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 9 refers refer VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 10 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 11 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 12 description description NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 13 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 14 sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 15 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 16 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 17 tools tool NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 18 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 19 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 20 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 21 such such JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 22 a73 a73 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 23 manner manner NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 24 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 25 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 26 enable enable VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 27 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 28 use use NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 29 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 30 evaluation evaluation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 31 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 32 others other NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 33 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 34 Stodden Stodden NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 35 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 36 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 60 37 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 61 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 61 2 2013 2013 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 61 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 61 4 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 61 5 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 1 Efforts effort NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 2 aimed aim VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 3 at at IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 4 fostering74 fostering74 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 5 computational computational JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 6 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 7 are be VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 8 often often RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 9 focused focused JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 10 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 11 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 12 sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 13 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 14 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 15 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 16 but but CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 17 may may MD work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 18 also also RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 19 include include VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 20 the75 the75 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 21 establishment establishment NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 22 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 23 best good JJS work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 24 practice practice NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 25 guidelines guideline NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 26 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 27 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 28 how how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 29 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 30 tools tool NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 31 are be VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 32 described describe VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 33 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 34 cited cite VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 35 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 36 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 37 licensed76 licensed76 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 38 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 62 39 e.g. e.g. RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 63 1 Stodden Stodden NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 63 2 et et FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 63 3 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 63 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 2 2016)).77 2016)).77 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 3 Because because IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 4 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 5 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 6 costs cost NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 7 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 8 irreproducibility irreproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 9 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 10 there there EX work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 11 have have VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 12 been be VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 13 numerous numerous JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 14 calls call NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 15 urging urge VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 16 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 17 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 18 more78 more78 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 19 thoroughly thoroughly RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 20 describe describe VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 21 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 22 share share VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 23 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 24 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 25 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 26 Barnes Barnes NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 27 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 28 2010 2010 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 29 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 30 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 31 Ince Ince NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 32 et et FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 33 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 64 34 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 65 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 65 2 2012 2012 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 65 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 65 4 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 65 5 Joppa Joppa NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 65 6 et et FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 65 7 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 65 8 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 66 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 66 2 2013);79 2013);79 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 66 3 Morin Morin NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 66 4 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 66 5 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 66 6 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 67 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 67 2 2012a 2012a LS work_ygvsy3rrzbfqfd2zbo4b2ehohq 67 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 67 4 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 67 5 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 68 1 Such such JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 68 2 calls call NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 68 3 are be VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 68 4 increasingly increasingly RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 68 5 backed back VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 68 6 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 68 7 mandates mandate NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 68 8 from from IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 68 9 funding funding NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 68 10 agencies agency NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 68 11 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 1 For80 for80 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 2 example example NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 3 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 4 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 5 Wellcome Wellcome NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 6 Trust Trust NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 7 now now RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 8 expects expect VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 9 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 10 grant grant NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 11 recipients recipient NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 12 make make VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 13 available available JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 14 “ " `` work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 15 any any DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 16 original original JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 17 software81 software81 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 18 that that WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 19 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 20 required require VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 21 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 22 view view VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 23 datasets dataset NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 24 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 25 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 26 replicate replicate VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 27 analyses analysis NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 28 ” " '' work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 29 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 30 Wellcome Wellcome NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 31 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 32 2017 2017 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 33 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 34 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 69 35 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 70 1 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 70 2 parallel parallel NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 70 3 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 70 4 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 70 5 myriad myriad JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 70 6 of82 of82 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 70 7 guidelines guideline NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 70 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 70 9 tools tool NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 70 10 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 70 11 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 70 12 organizations organization NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 70 13 have have VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 70 14 emerged emerge VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 70 15 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 70 16 help help VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 70 17 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 70 18 address address VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 70 19 issues issue NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 70 20 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 70 21 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 70 22 their83 their83 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 70 23 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 70 24 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 71 1 Software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 71 2 - - HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 71 3 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 71 4 best good JJS work_ygvsy3rrzbfqfd2zbo4b2ehohq 71 5 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 71 6 have have VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 71 7 been be VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 71 8 outlined outline VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 71 9 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 71 10 both both DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 71 11 individuals individual NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 71 12 working work VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 71 13 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 71 14 specific84 specific84 JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 71 15 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 71 16 disciplines discipline NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 71 17 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 71 18 Eglen Eglen NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 71 19 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 71 20 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 71 21 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 72 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 72 2 2017 2017 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 72 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 72 4 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 72 5 Marwick Marwick NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 72 6 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 72 7 2017 2017 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 72 8 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 72 9 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 72 10 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 72 11 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 72 12 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 72 13 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 72 14 community community NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 72 15 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 72 16 general85 general85 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 72 17 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 72 18 e.g. e.g. RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 73 1 Piccolo Piccolo NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 73 2 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 73 3 Frampton Frampton NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 73 4 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 73 5 2016 2016 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 73 6 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 73 7 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 73 8 Sandve Sandve NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 73 9 et et FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 73 10 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 73 11 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 74 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 74 2 2013 2013 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 74 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 74 4 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 74 5 Jimenez Jimenez NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 74 6 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 74 7 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 74 8 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 75 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 75 2 2017 2017 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 75 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 75 4 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 75 5 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 1 Literate literate JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 2 programming86 programming86 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 3 tools tool NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 4 such such JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 5 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 6 Jupyter Jupyter NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 7 notebooks notebook NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 8 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 9 Perez Perez NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 10 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 11 Granger Granger NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 12 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 13 2007 2007 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 14 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 15 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 16 allow allow VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 17 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 18 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 19 combine combine VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 20 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 21 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 22 code,87 code,87 NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 23 comments comment NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 24 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 25 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 26 outputs output NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 27 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 28 e.g. e.g. RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 29 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 30 figures figure NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 31 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 32 tables table NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 33 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 34 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 35 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 36 human human JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 37 - - HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 38 readable readable JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 39 fashion fashion NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 40 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 41 while while IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 42 packaging packaging NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 43 and88 and88 NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 44 containerization containerization NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 45 platforms platform NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 46 such such JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 47 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 48 ReproZip ReproZip NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 49 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 50 Chirigati Chirigati NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 51 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 52 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 76 53 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 2 2013 2013 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 4 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 5 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 6 Docker Docker NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 7 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 8 Boettiger Boettiger NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 9 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 10 2015 2015 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 11 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 12 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 13 enable89 enable89 IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 14 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 15 tracking tracking NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 16 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 17 bundling bundling NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 18 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 19 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 20 sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 21 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 22 all all DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 23 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 24 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 25 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 26 libraries library NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 27 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 28 dependencies dependency NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 29 associated associate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 30 with90 with90 VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 31 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 32 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 33 project project NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 77 34 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 1 Through through IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 2 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 3 integration integration NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 4 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 5 Github Github NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 6 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 7 https://github.com/ https://github.com/ NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 8 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 9 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 10 services service NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 11 like91 like91 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 12 Figshare Figshare NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 13 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 14 https://figshare.com/ https://figshare.com/ CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 15 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 16 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 17 Zenodo Zenodo NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 18 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 19 https://zenodo.org/ https://zenodo.org/ NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 20 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 21 allow allow VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 22 researchers92 researchers92 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 23 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 24 deposit deposit VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 25 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 26 archive archive JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 27 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 28 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 29 receive receive VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 30 persistent persistent JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 31 identifiers identifier NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 32 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 33 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 34 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 78 35 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 1 Training training NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 2 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 3 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 4 better93 better93 RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 5 develop develop VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 6 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 7 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 9 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 10 maintain maintain VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 11 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 12 tools tool NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 13 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 14 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 15 primary primary JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 16 focus focus NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 17 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 18 community community NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 19 organizations organization NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 20 including94 including94 VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 21 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 22 Carpentries Carpentries NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 23 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 24 Wilson Wilson NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 25 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 26 2006 2006 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 27 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 28 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 29 Teal teal VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 30 et et FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 31 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 79 32 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 80 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 80 2 2015 2015 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 80 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 80 4 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 80 5 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 80 6 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 80 7 Software Software NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 80 8 Sustainability Sustainability NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 80 9 Institute Institute NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 80 10 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 80 11 Crouch95 Crouch95 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 80 12 2/17 2/17 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 80 13 et et FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 80 14 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 80 15 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 81 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 81 2 2013 2013 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 81 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 81 4 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 81 5 while while IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 81 6 scholarly scholarly JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 81 7 communications communication NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 81 8 - - HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 81 9 focused focus VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 81 10 organizations organization NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 81 11 such such JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 81 12 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 81 13 Force11 Force11 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 81 14 have have VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 81 15 published96 published96 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 81 16 guidelines guideline NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 81 17 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 81 18 describing describe VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 81 19 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 81 20 citing cite VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 81 21 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 81 22 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 81 23 Smith Smith NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 81 24 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 81 25 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 81 26 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 82 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 82 2 2016)).97 2016)).97 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 82 3 As as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 82 4 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 82 5 evident evident JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 82 6 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 82 7 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 82 8 above above JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 82 9 description description NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 82 10 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 82 11 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 82 12 - - HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 82 13 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 82 14 efforts effort NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 82 15 involving involve VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 82 16 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 82 17 often often RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 82 18 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 82 19 but but CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 82 20 not98 not98 '' work_ygvsy3rrzbfqfd2zbo4b2ehohq 82 21 always always RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 82 22 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 82 23 overlap overlap VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 82 24 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 82 25 those those DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 82 26 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 82 27 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 82 28 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 82 29 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 83 1 However however RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 83 2 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 83 3 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 83 4 presents present VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 83 5 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 83 6 number number NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 83 7 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 83 8 unique unique JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 83 9 challenges99 challenges99 NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 83 10 compared compare VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 83 11 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 83 12 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 83 13 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 83 14 other other JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 83 15 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 83 16 products product NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 83 17 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 84 1 Even even RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 84 2 defining define VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 84 3 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 84 4 bounds bound NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 84 5 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 84 6 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 84 7 term term NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 84 8 “ " `` work_ygvsy3rrzbfqfd2zbo4b2ehohq 84 9 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 84 10 ” " '' work_ygvsy3rrzbfqfd2zbo4b2ehohq 84 11 is100 is100 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 84 12 challenging challenging NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 84 13 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 1 For for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 2 example example NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 3 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 4 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 5 National National NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 6 Institute Institute NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 7 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 8 Standards Standards NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 9 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 10 Technology Technology NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 11 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 12 NIST NIST NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 13 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 14 defines define VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 15 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 16 as101 as101 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 17 “ " `` work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 18 Computer computer NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 19 programs program NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 20 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 21 associated associate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 22 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 23 that that WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 24 may may MD work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 25 be be VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 26 dynamically dynamically RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 27 written write VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 28 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 29 modified modify VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 30 during during IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 31 execution execution NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 32 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 33 ”102 ”102 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 34 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 35 Kissel Kissel NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 36 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 37 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 85 38 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 86 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 86 2 2011 2011 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 86 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 86 4 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 86 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 86 6 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 86 7 definition definition NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 86 8 that that WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 86 9 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 86 10 as as RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 86 11 recursive recursive JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 86 12 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 86 13 it -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 86 14 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 86 15 potentially potentially RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 86 16 confusing confusing JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 86 17 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 86 18 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 86 19 without without IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 86 20 a103 a103 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 86 21 background background NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 86 22 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 86 23 computer computer NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 86 24 science science NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 86 25 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 86 26 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 86 27 development development NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 86 28 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 87 1 Software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 87 2 involves involve VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 87 3 highly highly RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 87 4 interdependent interdependent JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 87 5 source104 source104 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 87 6 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 87 7 binary binary JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 87 8 components component NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 87 9 that that WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 87 10 are be VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 87 11 sensitive sensitive JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 87 12 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 87 13 changes change NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 87 14 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 87 15 operating operating NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 87 16 environment environment NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 87 17 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 87 18 are be VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 87 19 difficult difficult JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 87 20 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 87 21 track105 track105 VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 87 22 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 87 23 Thain Thain NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 87 24 et et FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 87 25 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 87 26 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 88 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 88 2 2015 2015 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 88 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 88 4 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 88 5 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 89 1 Evaluating evaluate VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 89 2 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 89 3 validity validity NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 89 4 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 89 5 reliability reliability NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 89 6 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 89 7 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 89 8 often often RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 89 9 requires require VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 89 10 inspecting inspect VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 89 11 source106 source106 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 89 12 code code NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 89 13 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 89 14 which which WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 89 15 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 89 16 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 89 17 possible possible JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 89 18 when when WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 89 19 proprietary proprietary JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 89 20 licenses license NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 89 21 are be VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 89 22 applied apply VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 89 23 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 89 24 Morin Morin NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 89 25 et et FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 89 26 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 89 27 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 2 2012b 2012b CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 4 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 5 Stodden Stodden NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 6 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 7 2009)).107 2009)).107 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 8 Even even RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 9 when when WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 10 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 11 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 12 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 13 technically technically RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 14 available available JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 15 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 16 important important JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 17 information information NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 18 about about IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 19 versions version NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 20 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 21 parameters parameter NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 22 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 23 and108 and108 JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 24 runtime runtime NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 25 environments environment NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 26 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 27 often often RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 28 missing miss VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 29 from from IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 30 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 31 scholarly scholarly JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 32 record record NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 33 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 34 Howison Howison NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 35 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 36 Bullard Bullard NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 37 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 38 2015b 2015b CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 39 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 40 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 41 Pan Pan NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 42 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 43 al.109 al.109 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 44 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 45 2016 2016 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 46 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 47 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 48 Stodden Stodden NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 49 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 50 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 90 51 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 91 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 91 2 2013 2013 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 91 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 91 4 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 91 5 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 92 1 Seemingly seemingly RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 92 2 small small JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 92 3 alterations alteration NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 92 4 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 92 5 even even RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 92 6 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 92 7 well well RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 92 8 described describe VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 92 9 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 92 10 openly openly RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 92 11 available110 available110 VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 92 12 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 92 13 tools tool NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 92 14 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 92 15 can can MD work_ygvsy3rrzbfqfd2zbo4b2ehohq 92 16 lead lead VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 92 17 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 92 18 significant significant JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 92 19 effects effect NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 92 20 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 92 21 analytical analytical JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 92 22 outputs output NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 92 23 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 92 24 McCarthy McCarthy NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 92 25 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 92 26 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 92 27 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 93 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 93 2 2014 2014 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 93 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 93 4 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 93 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 93 6 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 93 7 problem111 problem111 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 93 8 exacerbated exacerbate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 93 9 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 93 10 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 93 11 fact fact NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 93 12 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 93 13 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 93 14 often often RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 93 15 have have VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 93 16 minimal minimal JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 93 17 formal formal JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 93 18 training training NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 93 19 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 93 20 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 93 21 development112 development112 FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 93 22 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 93 23 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 93 24 Hannay Hannay NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 93 25 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 93 26 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 93 27 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 94 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 94 2 2009 2009 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 94 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 94 4 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 94 5 Joppa Joppa NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 94 6 et et FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 94 7 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 94 8 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 95 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 95 2 2013 2013 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 95 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 95 4 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 95 5 Prabhu Prabhu NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 95 6 et et FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 95 7 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 95 8 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 96 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 96 2 2011 2011 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 96 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 96 4 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 96 5 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 1 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 2 iterative iterative JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 3 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 4 collaborative113 collaborative113 FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 5 nature nature NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 6 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 7 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 8 development development NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 9 also also RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 10 means mean VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 11 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 12 it -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 13 does do VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 14 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 15 fit fit VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 16 easily easily RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 17 within within IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 18 existing exist VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 19 academic academic JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 20 incentive114 incentive114 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 21 structures structure NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 22 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 23 Hafer Hafer NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 24 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 25 Kirkpatrick Kirkpatrick NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 26 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 27 2009 2009 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 28 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 29 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 30 Howison Howison NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 31 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 32 Herbsleb Herbsleb NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 33 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 34 2011 2011 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 35 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 36 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 37 Howison Howison NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 38 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 39 Herbsleb Herbsleb NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 40 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 41 2013)).115 2013)).115 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 42 Research Research NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 43 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 44 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 45 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 46 growing grow VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 47 concern concern NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 48 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 49 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 50 service service NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 51 providers provider NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 52 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 53 including include VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 54 those those DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 55 affiliated affiliate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 56 with116 with116 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 57 academic academic JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 58 institutions institution NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 97 59 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 98 1 Often often RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 98 2 through through IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 98 3 workshops workshop NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 98 4 facilitated facilitate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 98 5 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 98 6 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 98 7 Carpentries Carpentries NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 98 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 98 9 many many JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 98 10 have have VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 98 11 begun begin VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 98 12 to117 to117 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 98 13 provide provide VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 98 14 guidance guidance NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 98 15 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 98 16 training training NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 98 17 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 98 18 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 98 19 looking look VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 98 20 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 98 21 create create VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 98 22 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 98 23 use use VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 98 24 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 98 25 tools tool NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 98 26 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 99 1 Services service NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 99 2 related118 related118 VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 99 3 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 99 4 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 99 5 preservation preservation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 99 6 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 99 7 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 99 8 have have VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 99 9 also also RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 99 10 been be VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 99 11 explored explore VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 99 12 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 99 13 some some DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 99 14 academic academic JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 99 15 libraries library NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 99 16 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 99 17 e.g. e.g. RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 1 Rios rio NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 2 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 3 2016)).119 2016)).119 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 4 However however RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 6 these these DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 7 activities activity NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 8 remain remain VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 9 relatively relatively RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 10 nascent nascent JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 11 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 12 it -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 13 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 14 presently presently RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 15 unclear unclear JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 16 what what WP work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 17 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 18 mature mature JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 19 set set NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 20 of120 of120 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 21 services service NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 22 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 23 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 24 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 25 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 26 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 27 computational computational JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 28 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 29 might may MD work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 30 look look VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 31 like like IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 100 32 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 1 By by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 2 identifying121 identifying121 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 3 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 4 characteristics characteristic NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 5 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 6 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 7 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 9 its -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 10 uses use NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 11 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 12 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 13 elucidating elucidate VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 14 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 15 related related JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 16 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 17 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 18 perceptions perception NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 19 of122 of122 JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 20 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 21 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 22 we -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 23 hope hope VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 24 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 25 establish establish VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 26 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 27 benchmark benchmark NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 28 that that WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 29 can can MD work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 30 be be VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 31 applied apply VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 32 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 33 inform inform VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 34 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 35 development development NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 36 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 37 such123 such123 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 38 services service NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 39 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 40 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 41 future.124 future.124 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 42 3 3 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 43 METHODS125 METHODS125 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 44 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 45 order order NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 46 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 47 understand understand VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 48 researcher researcher NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 49 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 50 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 51 perceptions perception NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 52 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 53 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 54 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 55 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 56 computational computational JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 57 repro-126 repro-126 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 58 ducibility ducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 59 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 60 we -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 61 designed design VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 62 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 63 disseminated disseminate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 64 an an DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 65 online online JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 66 survey survey NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 67 via via IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 68 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 69 Qualtrics Qualtrics NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 70 platform platform NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 71 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 72 www.qualtrics.127 www.qualtrics.127 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 73 com com NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 74 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 101 75 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 102 1 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 102 2 survey survey NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 102 3 was be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 102 4 advertised advertise VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 102 5 through through IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 102 6 blog blog NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 102 7 posts post NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 102 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 102 9 social social JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 102 10 media medium NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 102 11 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 102 12 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 102 13 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 102 14 - - HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 102 15 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 102 16 email email NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 102 17 lists list NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 102 18 and128 and128 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 102 19 listservs listservs RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 102 20 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 103 1 Because because IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 103 2 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 103 3 survey survey NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 103 4 was be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 103 5 distributed distribute VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 103 6 using use VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 103 7 different different JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 103 8 communication communication NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 103 9 channels channel NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 103 10 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 103 11 we -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 103 12 could could MD work_ygvsy3rrzbfqfd2zbo4b2ehohq 103 13 not129 not129 VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 103 14 calculate calculate VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 103 15 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 103 16 response response NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 103 17 rate rate NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 103 18 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 1 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 2 Section section NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 3 4 4 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 4 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 5 we -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 6 detail detail VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 7 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 8 demographics demographic NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 9 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 10 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 11 survey survey NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 12 ’s ’s , work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 13 participants.130 participants.130 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 14 All all DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 15 study study NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 16 materials material NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 17 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 18 procedures procedure NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 19 were be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 20 approved approve VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 21 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 22 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 23 University University NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 24 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 25 California California NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 26 Berkeley Berkeley NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 27 Committee131 Committee131 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 28 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 29 Protection Protection NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 30 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 31 Human Human NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 32 Subjects Subjects NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 33 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 34 Office Office NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 35 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 36 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 37 Protection Protection NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 38 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 39 Human Human NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 40 Subjects Subjects NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 41 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 42 protocol protocol NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 43 ID ID NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 44 2016 2016 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 45 - - SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 46 132 132 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 47 11 11 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 48 - - SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 49 9358 9358 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 50 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 104 51 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 105 1 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 105 2 full full JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 105 3 text text NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 105 4 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 105 5 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 105 6 survey survey NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 105 7 can can MD work_ygvsy3rrzbfqfd2zbo4b2ehohq 105 8 be be VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 105 9 found find VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 105 10 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 105 11 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 105 12 supplementary supplementary JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 105 13 materials material NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 105 14 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 106 1 Before before IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 106 2 beginning133 beginning133 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 106 3 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 106 4 survey survey NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 106 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 106 6 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 106 7 were be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 106 8 required require VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 106 9 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 106 10 read read VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 106 11 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 106 12 give give VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 106 13 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 106 14 informed inform VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 106 15 consent consent NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 106 16 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 106 17 participate participate VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 106 18 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 107 1 After134 after134 JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 107 2 reading read VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 107 3 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 107 4 informed informed JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 107 5 consent consent NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 107 6 form form NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 107 7 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 107 8 see see VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 107 9 survey survey NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 107 10 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 107 11 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 107 12 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 107 13 indicated indicate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 107 14 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 107 15 consent consent NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 107 16 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 107 17 checking check VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 107 18 a135 a135 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 107 19 box box NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 107 20 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 108 1 Information information NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 108 2 from from IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 108 3 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 108 4 who who WP work_ygvsy3rrzbfqfd2zbo4b2ehohq 108 5 did do VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 108 6 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 108 7 check check VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 108 8 this this DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 108 9 box box NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 108 10 was be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 108 11 removed remove VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 108 12 from from IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 108 13 all all DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 108 14 subsequent136 subsequent136 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 108 15 analyses analysis NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 108 16 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 1 An an DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 2 anonymized anonymized JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 3 version version NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 4 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 5 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 6 survey survey NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 7 results result NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 8 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 9 AlNoamany AlNoamany NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 10 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 11 Borghi Borghi NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 12 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 13 2018a 2018a CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 14 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 15 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 16 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 17 well137 well137 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 18 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 19 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 20 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 21 we -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 22 used use VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 23 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 24 its -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 25 analysis analysis NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 26 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 27 AlNoamany AlNoamany NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 28 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 29 Borghi Borghi NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 30 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 31 2018b 2018b CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 32 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 33 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 34 are be VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 35 also also RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 36 available available JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 37 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 38 Github138 Github138 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 39 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 40 https://github.com/yasmina85/swcuration).139 https://github.com/yasmina85/swcuration).139 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 41 3.1 3.1 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 42 Survey Survey NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 43 Design140 Design140 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 44 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 45 survey survey NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 46 was be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 47 developed develop VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 48 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 49 capture capture VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 50 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 51 broad broad JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 52 range range NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 53 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 54 information information NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 55 about about IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 56 how how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 57 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 58 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 59 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 60 share share VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 61 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 62 and141 and141 LS work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 63 value value VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 64 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 65 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 109 66 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 110 1 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 110 2 final final JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 110 3 survey survey NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 110 4 instrument instrument NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 110 5 consisted consist VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 110 6 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 110 7 56 56 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 110 8 questions question NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 110 9 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 110 10 53 53 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 110 11 multiple multiple JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 110 12 choices choice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 110 13 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 110 14 3 3 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 110 15 open142 open142 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 110 16 response response NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 110 17 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 110 18 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 110 19 divided divide VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 110 20 into into IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 110 21 four four CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 110 22 sections section NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 110 23 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 111 1 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 111 2 order order NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 111 3 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 111 4 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 111 5 sections section NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 111 6 focused focus VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 111 7 on:143 on:143 JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 111 8 1 1 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 111 9 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 112 1 Demographics demographic NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 112 2 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 112 3 Included include VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 112 4 questions question NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 112 5 related relate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 112 6 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 112 7 participant participant NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 112 8 ’s ’s POS work_ygvsy3rrzbfqfd2zbo4b2ehohq 112 9 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 112 10 discipline discipline NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 112 11 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 112 12 role role NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 112 13 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 112 14 degree degree NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 112 15 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 112 16 age,144 age,144 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 112 17 institution institution NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 112 18 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 112 19 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 112 20 funding funding NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 112 21 sources source NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 112 22 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 112 23 7 7 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 112 24 questions)145 questions)145 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 112 25 2 2 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 112 26 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 113 1 Characteristics characteristic NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 113 2 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 113 3 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 113 4 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 113 5 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 113 6 Included include VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 113 7 questions question NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 113 8 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 113 9 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 113 10 how how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 113 11 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 113 12 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 113 13 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 113 14 software146 software146 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 113 15 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 113 16 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 113 17 characteristics characteristic NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 113 18 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 113 19 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 113 20 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 113 21 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 113 22 17 17 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 113 23 questions).147 questions).147 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 113 24 3/17 3/17 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 113 25 3 3 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 113 26 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 114 1 Software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 114 2 sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 114 3 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 114 4 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 114 5 Included include VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 114 6 questions question NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 114 7 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 114 8 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 114 9 how how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 114 10 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 114 11 make make VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 114 12 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 114 13 software148 software148 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 114 14 available available JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 114 15 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 114 16 others other NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 114 17 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 114 18 18 18 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 114 19 questions).149 questions).149 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 114 20 4 4 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 114 21 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 1 How how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 2 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 3 assign assign VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 4 value value NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 5 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 6 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 7 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 8 14 14 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 9 questions).150 questions).150 UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 10 Because because IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 11 only only RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 12 sections section NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 13 2 2 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 14 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 15 3 3 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 16 addressed address VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 17 topics topic NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 18 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 19 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 20 computational computational JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 21 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 22 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 23 this this DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 24 paper151 paper151 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 25 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 26 focused focus VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 27 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 28 responses response NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 29 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 30 questions question NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 31 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 32 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 33 first first JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 34 three three CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 35 questions question NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 115 36 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 1 Future future JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 2 work work NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 3 will will MD work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 4 further far RBR work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 5 delineate delineate VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 6 how152 how152 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 7 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 8 value value NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 9 software.153 software.153 . work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 10 We -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 11 hypothesized hypothesize VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 12 that that DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 13 study study NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 14 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 15 would would MD work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 16 come come VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 17 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 18 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 19 survey survey NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 20 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 21 different different JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 22 levels level NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 23 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 24 knowledge154 knowledge154 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 25 about about IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 26 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 27 development development NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 28 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 29 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 30 terminology terminology NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 116 31 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 1 Therefore therefore RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 2 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 3 we -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 4 included include VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 5 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 6 brief brief JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 7 list list NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 8 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 9 definitions definition NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 10 in155 in155 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 11 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 12 survey survey NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 13 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 14 terms term NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 15 like like IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 16 “ " `` work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 17 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 18 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 19 ” " '' work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 20 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 21 “ " `` work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 22 executable executable JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 23 ” " '' work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 24 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 25 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 26 “ " `` work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 27 open open JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 28 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 29 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 30 ” " '' work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 31 that that WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 32 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 33 could156 could156 FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 34 refer refer VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 35 back back RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 36 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 37 at at IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 38 any any DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 39 time time NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 117 40 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 1 Participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 2 were be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 3 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 4 required require VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 5 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 6 answer answer VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 7 every every DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 8 question question NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 9 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 10 order order NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 11 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 12 proceed157 proceed157 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 13 through through IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 14 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 15 survey.158 survey.158 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 16 3.2 3.2 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 17 Filtering Filtering NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 18 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 19 Exclusion Exclusion NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 20 Criteria159 Criteria159 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 21 We -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 22 collected collect VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 23 330 330 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 24 responses response NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 25 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 26 an an DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 27 online online JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 28 survey survey NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 29 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 30 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 31 usage usage NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 32 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 33 sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 34 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 35 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 36 perceptions160 perceptions160 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 37 from from IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 38 late late JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 39 January January NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 40 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 41 early early JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 42 April April NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 43 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 44 2017 2017 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 118 45 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 119 1 We -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 119 2 excluded exclude VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 119 3 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 119 4 who who WP work_ygvsy3rrzbfqfd2zbo4b2ehohq 119 5 started start VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 119 6 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 119 7 survey survey NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 119 8 but but CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 119 9 did do VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 119 10 not161 not161 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 119 11 answer answer VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 119 12 questions question NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 119 13 beyond beyond IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 119 14 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 119 15 demographic demographic JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 119 16 section section NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 119 17 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 119 18 have have VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 119 19 215 215 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 119 20 unique unique JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 119 21 responses response NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 119 22 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 1 Though though IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 2 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 3 majority majority NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 4 of162 of162 VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 5 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 6 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 7 indicated indicate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 8 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 9 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 10 were be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 11 from from IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 12 academia academia NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 13 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 14 Table table NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 15 1 1 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 16 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 18 we -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 19 did do VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 20 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 21 exclude exclude VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 22 any any DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 23 participant163 participant163 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 24 due due IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 25 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 26 institution institution NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 27 type type NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 28 because because IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 29 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 30 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 31 possibility possibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 32 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 33 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 34 could could MD work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 35 be be VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 36 affiliated affiliate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 37 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 38 an an DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 39 academic164 academic164 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 40 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 41 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 42 program program NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 43 while while IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 44 conducting conduct VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 45 work work NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 46 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 47 another another DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 48 sector sector NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 120 49 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 121 1 Institution institution NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 121 2 names name NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 121 3 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 121 4 disciplines discipline NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 121 5 were165 were165 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 121 6 canonicalized canonicalize VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 121 7 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 121 8 e.g. e.g. RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 122 1 UCB UCB NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 122 2 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 122 3 uc uc NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 122 4 berkeley berkeley NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 122 5 were be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 122 6 mapped map VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 122 7 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 122 8 UC UC NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 122 9 Berkeley).166 Berkeley).166 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 122 10 Table table NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 122 11 1 1 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 122 12 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 123 1 Demographic demographic JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 123 2 breakdown breakdown NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 123 3 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 123 4 study study NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 123 5 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 123 6 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 1 Discipline Discipline NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 2 Count Count NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 3 Percentage Percentage NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 4 Institution Institution NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 5 Count Count NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 6 Percentage Percentage NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 7 Computer Computer NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 8 Science Science NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 9 39 39 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 10 18.3 18.3 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 11 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 12 Academic Academic NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 13 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 14 Research Research NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 15 Focused Focused NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 16 164 164 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 17 77.0 77.0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 18 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 19 Biology Biology NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 20 29 29 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 21 13.6 13.6 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 22 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 23 Academic Academic NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 24 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 25 Teaching teach VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 26 Focused focus VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 27 22 22 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 28 10.3 10.3 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 29 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 30 Psychology psychology NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 31 28 28 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 32 13.1 13.1 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 33 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 34 Government Government NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 35 13 13 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 36 6.1 6.1 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 37 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 38 Engineering Engineering NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 39 13 13 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 40 6.1 6.1 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 41 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 42 Nonprofit Nonprofit NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 43 7 7 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 44 3.3 3.3 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 45 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 46 Interdisciplinary Interdisciplinary NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 47 Programs Programs NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 48 12 12 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 49 5.6 5.6 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 50 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 51 Academic Academic NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 52 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 53 Medical Medical NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 54 School School NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 55 3 3 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 56 1.4 1.4 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 57 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 58 Mathematics mathematic NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 59 12 12 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 60 5.6 5.6 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 61 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 62 Commercial commercial JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 63 2 2 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 64 0.9 0.9 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 65 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 66 Physics physics NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 67 12 12 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 68 5.6 5.6 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 69 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 70 Other other JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 71 2 2 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 72 0.9 0.9 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 73 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 74 Earth Earth NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 75 Science Science NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 76 9 9 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 77 4.2 4.2 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 78 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 79 Role Role NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 80 Count Count NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 81 Percentage Percentage NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 82 Library Library NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 83 Sciences Sciences NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 84 9 9 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 85 4.2 4.2 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 86 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 87 Graduate Graduate NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 88 Student Student NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 89 67 67 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 90 31.5 31.5 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 91 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 92 Social Social NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 93 Sciences Sciences NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 94 9 9 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 95 4.2 4.2 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 96 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 97 Postdoc Postdoc NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 98 38 38 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 99 17.8 17.8 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 100 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 101 others other NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 102 41 41 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 103 19.20 19.20 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 104 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 105 Research Research NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 106 Faculty Faculty NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 107 35 35 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 108 16.4 16.4 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 109 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 110 Highest high JJS work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 111 degree degree NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 112 Count Count NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 113 Percentage Percentage NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 114 Staff Staff NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 115 29 29 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 116 13.6 13.6 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 117 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 118 Doctorate Doctorate NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 119 110 110 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 120 51.9 51.9 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 121 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 122 Principal Principal NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 123 Investigator Investigator NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 124 25 25 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 125 11.7 11.7 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 126 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 127 Masters master NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 128 72 72 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 129 34.0 34.0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 130 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 131 Research Research NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 132 Assistant Assistant NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 133 10 10 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 134 4.7 4.7 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 135 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 136 Bachelors bachelor NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 137 26 26 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 138 12.3 12.3 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 139 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 140 Undergraduate Undergraduate NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 141 Student Student NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 142 2 2 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 143 0.9 0.9 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 144 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 145 High high JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 146 school school NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 147 3 3 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 148 1.4 1.4 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 149 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 150 Research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 151 1 1 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 152 0.5 0.5 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 153 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 154 Professional Professional NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 155 degree degree NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 156 1 1 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 157 0.5 0.5 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 158 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 159 Other other JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 160 6 6 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 161 2.8 2.8 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 162 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 163 4 4 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 164 PARTICIPANT PARTICIPANT NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 165 DEMOGRAPHICS167 DEMOGRAPHICS167 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 166 We -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 167 asked ask VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 168 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 169 about about IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 170 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 171 age age NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 172 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 173 professional professional JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 174 degrees degree NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 175 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 176 professional professional JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 177 title title NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 178 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 179 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 180 role role NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 181 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 182 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 183 institutional168 institutional168 UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 184 affiliation affiliation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 185 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 186 institution institution NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 187 type type NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 188 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 189 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 190 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 191 sources source NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 192 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 193 funding funding NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 124 194 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 1 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 2 majority majority NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 3 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 4 these these DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 5 questions question NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 6 were be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 7 multiple169 multiple169 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 8 choice choice NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 9 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 10 an an DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 11 option option NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 12 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 13 open open JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 14 response response NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 15 upon upon IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 16 selecting select VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 17 “ " `` work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 18 Other”.170 Other”.170 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 19 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 20 mean mean JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 21 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 22 median median JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 23 age age NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 24 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 25 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 26 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 27 were be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 28 35.8 35.8 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 29 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 30 33 33 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 31 years year NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 32 old old JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 33 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 34 respectively respectively RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 125 35 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 126 1 Reflecting171 reflecting171 VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 126 2 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 126 3 ubiquity ubiquity NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 126 4 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 126 5 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 126 6 within within IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 126 7 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 126 8 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 126 9 enterprise enterprise NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 126 10 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 126 11 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 126 12 were be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 126 13 drawn draw VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 126 14 from from IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 126 15 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 126 16 wide wide JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 126 17 variety variety NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 126 18 of172 of172 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 126 19 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 126 20 disciplines discipline NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 126 21 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 126 22 institution institution NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 126 23 types type NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 126 24 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 126 25 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 126 26 roles role NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 126 27 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 127 1 As as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 127 2 shown show VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 127 3 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 127 4 Table table NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 127 5 1 1 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 127 6 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 127 7 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 127 8 disciplines discipline NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 127 9 most most JJS work_ygvsy3rrzbfqfd2zbo4b2ehohq 127 10 represented173 represented173 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 127 11 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 127 12 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 127 13 sample sample NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 127 14 were be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 127 15 computer computer NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 127 16 science science NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 127 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 127 18 biology biology NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 127 19 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 127 20 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 127 21 psychology psychology NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 127 22 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 128 1 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 128 2 majority majority NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 128 3 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 128 4 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 128 5 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 128 6 were174 were174 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 128 7 drawn draw VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 128 8 from from IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 128 9 129 129 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 128 10 different different JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 128 11 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 128 12 - - HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 128 13 focused focus VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 128 14 academic academic JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 128 15 institutions institution NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 128 16 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 128 17 including include VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 128 18 12 12 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 128 19 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 128 20 out out IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 128 21 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 128 22 215 215 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 128 23 researchers175 researchers175 NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 128 24 from from IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 128 25 UC UC NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 128 26 Berkeley Berkeley NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 128 27 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 128 28 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 1 Table table NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 2 1 1 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 3 also also RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 4 shows show VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 5 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 6 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 7 had have VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 8 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 9 range range NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 10 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 11 degrees degree NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 12 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 13 roles role NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 14 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 15 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 16 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 17 most176 most176 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 18 common common JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 19 being be VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 20 doctorate doctorate JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 21 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 22 51.9 51.9 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 23 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 24 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 25 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 26 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 27 215 215 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 28 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 29 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 30 graduate graduate NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 31 student student NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 32 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 33 31.5 31.5 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 34 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 35 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 36 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 37 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 38 215 215 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 39 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 40 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 41 respectively respectively RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 129 42 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 1 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 2 terms177 terms177 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 3 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 4 funding funding NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 6 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 7 most most RBS work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 8 common common JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 9 responses response NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 10 were be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 11 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 12 National National NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 13 Science Science NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 14 Foundation Foundation NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 15 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 16 NSF NSF NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 17 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 18 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 19 16.7 16.7 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 20 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 21 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 22 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 23 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 24 215)178 215)178 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 25 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 26 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 27 National National NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 28 Institutes Institutes NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 29 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 30 Health Health NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 31 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 32 7.0 7.0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 33 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 34 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 35 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 36 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 37 215).179 215).179 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 38 4/17 4/17 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 39 5 5 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 40 CHARACTERISTICS CHARACTERISTICS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 41 AND and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 42 USE use NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 43 OF of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 44 RESEARCH research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 45 SOFTWARE180 SOFTWARE180 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 46 Before before IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 47 diving dive VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 48 deeper deeply RBR work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 49 into into IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 50 how how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 51 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 52 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 53 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 54 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 55 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 56 we -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 57 wanted want VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 58 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 59 identify identify VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 60 its -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 61 characteristics.181 characteristics.181 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 62 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 63 this this DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 64 section section NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 65 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 66 we -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 67 describe describe VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 68 responses response NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 69 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 70 questions question NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 71 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 72 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 73 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 74 creation creation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 75 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 76 use use NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 77 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 78 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 79 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 80 and182 and182 CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 81 executables.183 executables.183 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 82 5.1 5.1 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 83 Source Source NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 84 Code Code NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 85 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 86 Executables184 Executables184 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 87 We -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 88 asked ask VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 89 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 90 about about IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 91 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 92 generation generation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 93 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 94 use use NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 95 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 96 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 97 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 98 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 99 executables executable NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 100 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 130 101 i.e. i.e. FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 1 Do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 2 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 3 write185 write185 VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 4 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 5 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 6 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 7 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 8 Do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 9 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 10 use use VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 11 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 12 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 13 written write VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 14 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 15 others other NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 16 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 18 Do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 19 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 20 create create VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 21 executables executable NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 22 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 23 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 24 Do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 25 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 26 use186 use186 JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 27 executables executable NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 28 created create VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 29 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 30 others other NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 31 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 32 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 131 33 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 1 We -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 2 found find VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 3 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 4 84.2 84.2 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 5 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 6 out out IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 7 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 8 215 215 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 9 responding respond VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 10 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 11 write write VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 12 source187 source187 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 13 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 14 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 15 89.8 89.8 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 16 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 17 out out IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 18 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 19 215 215 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 20 use use NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 21 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 22 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 23 written write VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 24 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 25 others other NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 26 while while IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 27 53.7 53.7 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 28 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 29 out out IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 30 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 31 214 214 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 32 create create VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 33 executables188 executables188 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 34 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 35 80.4 80.4 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 36 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 37 use use NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 38 executables executable NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 39 written write VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 40 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 41 others.189 others.189 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 42 Figure Figure NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 43 1 1 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 44 shows show VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 45 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 46 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 47 from from IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 48 computer computer NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 49 science science NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 50 were be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 51 significantly significantly RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 52 more more RBR work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 53 likely likely JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 54 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 55 write write VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 56 source190 source190 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 57 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 58 [ [ -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 59 χ χ NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 60 2(2,N 2(2,N NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 61 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 62 215 215 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 63 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 64 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 65 8.93 8.93 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 66 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 67 p p NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 68 < < XX work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 69 0.05 0.05 XX work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 70 ] ] -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 71 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 72 create create VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 73 executables executable NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 74 [ [ -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 75 χ χ NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 76 2(2,N 2(2,N NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 77 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 78 214 214 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 79 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 80 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 81 22.67 22.67 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 82 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 83 p p NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 84 < < XX work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 85 0.00001],191 0.00001],191 VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 86 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 87 use use VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 88 executables executable NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 89 created create VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 90 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 91 others other NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 92 [ [ -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 93 χ χ NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 94 2(2,N 2(2,N NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 95 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 96 214 214 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 97 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 98 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 99 6.66 6.66 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 100 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 101 p p NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 102 < < XX work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 103 0.05 0.05 XX work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 104 ] ] -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 105 than than IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 106 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 107 from from IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 108 other192 other192 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 109 disciplines discipline NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 132 110 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 1 Comparisons comparison NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 2 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 3 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 4 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 5 use use NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 6 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 7 others other NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 8 ’ ’ POS work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 9 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 10 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 11 did do VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 12 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 13 reach reach VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 14 statistical statistical JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 15 significance193 significance193 FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 16 [ [ -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 17 χ χ NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 18 2(2,N 2(2,N NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 19 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 20 215 215 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 21 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 22 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 23 1.21 1.21 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 24 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 25 p p NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 26 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 27 0.55].194 0.55].194 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 28 We -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 29 also also RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 30 asked ask VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 31 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 32 about about IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 33 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 34 type type NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 35 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 36 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 37 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 38 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 39 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 133 40 i.e. i.e. FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 134 1 Do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 134 2 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 134 3 use use VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 134 4 commercial commercial JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 134 5 software195 software195 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 134 6 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 134 7 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 134 8 course course NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 134 9 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 134 10 your -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 134 11 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 134 12 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 135 1 Do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 135 2 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 135 3 use use VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 135 4 open open JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 135 5 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 135 6 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 135 7 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 135 8 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 135 9 course course NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 135 10 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 135 11 your -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 135 12 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 135 13 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 135 14 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 135 15 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 1 As196 As196 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 2 shown show VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 3 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 4 Figure figure NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 5 2 2 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 6 more more JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 7 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 8 indicated indicate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 9 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 10 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 11 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 12 open open JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 13 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 14 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 15 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 16 94.9 94.9 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 17 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 18 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 19 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 20 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 21 214 214 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 22 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 23 than197 than197 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 24 commercial commercial JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 25 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 26 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 27 72.8 72.8 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 28 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 29 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 30 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 31 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 32 214).198 214).198 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 33 5.2 5.2 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 34 Programming Programming NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 35 Languages199 Languages199 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 36 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 37 order order NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 38 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 39 quantify quantify VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 40 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 41 breadth breadth NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 42 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 43 programming programming NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 44 languages language NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 45 used use VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 46 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 47 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 48 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 49 setting setting NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 50 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 51 we -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 52 asked ask VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 53 participants200 participants200 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 54 about about IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 55 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 56 languages language NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 57 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 58 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 59 when when WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 60 writing write VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 61 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 62 own own JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 63 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 136 64 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 137 1 Table table NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 137 2 2 2 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 137 3 shows show VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 137 4 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 137 5 top top JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 137 6 ten ten CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 137 7 languages language NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 137 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 137 9 which201 which201 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 137 10 together together RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 137 11 account account VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 137 12 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 137 13 86.4 86.4 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 137 14 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 137 15 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 137 16 languages language NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 137 17 selected select VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 137 18 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 138 1 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 138 2 top top JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 138 3 used use VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 138 4 languages language NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 138 5 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 138 6 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 138 7 sample sample NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 138 8 were be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 138 9 Python Python NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 138 10 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 138 11 R,202 R,202 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 138 12 Javascript Javascript NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 138 13 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 138 14 C++ C++ NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 138 15 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 138 16 Matlab Matlab NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 138 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 138 18 Java Java NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 138 19 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 138 20 C C NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 138 21 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 138 22 PHP PHP NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 138 23 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 138 24 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 138 25 Perl Perl NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 138 26 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 139 1 Python Python NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 139 2 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 139 3 R r NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 139 4 were be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 139 5 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 139 6 most most RBS work_ygvsy3rrzbfqfd2zbo4b2ehohq 139 7 used used JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 139 8 languages language NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 139 9 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 139 10 selected select VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 139 11 by203 by203 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 139 12 64.0 64.0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 139 13 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 139 14 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 139 15 57.0 57.0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 139 16 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 139 17 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 139 18 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 139 19 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 139 20 respectively respectively RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 139 21 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 1 For for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 2 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 3 most most JJS work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 4 part part NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 6 these these DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 7 results result NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 8 are be VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 9 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 10 line line NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 11 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 12 previous204 previous204 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 13 findings finding NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 14 from from IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 15 Hucka Hucka NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 16 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 17 Garaham Garaham NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 18 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 19 Hucka Hucka NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 20 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 21 Graham Graham NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 22 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 23 2016 2016 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 24 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 25 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 26 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 27 also also RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 28 match match VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 29 those those DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 30 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 31 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 32 recent recent JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 33 study205 study205 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 34 from from IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 35 Stack Stack NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 36 Overflow Overflow NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 37 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 38 Inc. Inc. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 39 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 40 2016 2016 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 41 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 42 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 140 43 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 1 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 2 total total JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 3 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 4 52 52 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 5 different different JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 6 languages language NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 7 were be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 8 chosen choose VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 9 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 10 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 11 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 12 most most JJS work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 13 common206 common206 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 14 responses response NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 15 outside outside RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 16 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 17 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 18 top top JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 19 ten ten CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 20 being be VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 21 Ruby Ruby NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 22 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 23 C C NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 24 # # NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 25 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 26 ASP ASP NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 27 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 28 SAS SAS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 29 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 30 XML xml NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 31 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 32 XQuery XQuery NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 33 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 34 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 35 Julia Julia NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 141 36 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 1 Quantitatively207 quantitatively207 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 2 measuring measure VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 3 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 4 use use NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 5 programming programming NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 6 languages language NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 7 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 8 academic academic JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 9 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 10 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 11 difficult difficult JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 12 due due IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 13 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 14 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 15 variability variability NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 16 of208 of208 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 17 reporting reporting NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 18 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 19 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 20 Howison Howison NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 21 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 22 Bullard Bullard NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 23 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 24 2015a 2015a CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 25 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 26 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 27 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 28 but but CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 29 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 30 results result NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 31 are be VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 32 largely largely RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 33 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 34 line line NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 35 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 36 rapid rapid JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 37 ascent ascent NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 38 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 39 R209 R209 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 40 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 41 Python Python NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 42 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 43 tools tool NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 44 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 45 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 46 science.210 science.210 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 47 Table table NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 48 2 2 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 142 49 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 143 1 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 143 2 top top JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 143 3 10 10 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 143 4 programming programming NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 143 5 languages language NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 143 6 used use VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 143 7 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 143 8 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 143 9 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 143 10 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 143 11 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 143 12 sample sample NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 143 13 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 144 1 A a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 144 2 total total NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 144 3 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 144 4 214 214 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 144 5 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 144 6 answered answer VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 144 7 this this DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 144 8 question question NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 144 9 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 145 1 Together together RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 145 2 these these DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 145 3 languages language NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 145 4 represent represent VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 145 5 86.4 86.4 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 145 6 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 145 7 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 145 8 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 145 9 languages language NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 145 10 selected select VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 145 11 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 146 1 Note note VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 146 2 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 146 3 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 146 4 could could MD work_ygvsy3rrzbfqfd2zbo4b2ehohq 146 5 choose choose VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 146 6 more more JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 146 7 than than IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 146 8 one one CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 146 9 language language NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 146 10 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 1 Language Language NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 2 Python Python NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 3 R R NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 4 SQL sql NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 5 Javascript Javascript NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 6 C++ C++ NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 7 Matlab Matlab NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 8 Java Java NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 9 C C NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 10 PHP PHP NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 11 PERL PERL NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 12 Selection selection NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 13 137 137 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 14 122 122 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 15 60 60 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 16 57 57 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 17 54 54 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 18 45 45 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 19 35 35 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 20 25 25 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 21 25 25 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 22 21 21 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 23 Percentage percentage NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 24 64.0 64.0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 25 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 26 57.0 57.0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 27 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 28 28.0 28.0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 29 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 30 26.6 26.6 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 31 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 32 25.2 25.2 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 33 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 34 21.0 21.0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 35 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 36 16.4 16.4 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 37 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 38 11.7 11.7 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 39 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 40 11.7 11.7 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 41 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 42 9.8 9.8 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 43 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 44 We -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 45 also also RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 46 inquired inquire VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 47 about about IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 48 collaborative collaborative JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 49 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 50 development development NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 51 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 52 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 53 extent extent NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 54 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 55 which which WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 56 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 57 same same JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 58 programming211 programming211 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 59 languages language NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 60 are be VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 61 used use VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 62 within within IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 63 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 64 lab lab NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 65 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 66 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 67 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 68 group group NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 147 69 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 1 Though though IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 2 53.3 53.3 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 3 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 4 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 5 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 6 indicated indicate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 7 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 8 they212 they212 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 9 write write VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 10 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 11 collaboratively collaboratively RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 12 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 13 we -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 14 were be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 15 surprised surprised JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 16 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 17 see see VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 18 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 19 only only RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 20 33.0 33.0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 21 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 22 indicated indicate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 23 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 24 everyone everyone NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 25 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 26 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 27 lab213 lab213 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 28 used use VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 29 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 30 same same JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 31 language(s).214 language(s).214 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 32 5.3 5.3 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 33 Use Use NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 34 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 35 Research Research NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 36 Software215 Software215 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 37 Previous previous JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 38 scholarship scholarship NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 39 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 148 40 e.g. e.g. RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 149 1 Borgman Borgman NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 149 2 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 149 3 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 149 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 150 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 150 2 2012 2012 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 150 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 150 4 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 150 5 has have VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 150 6 indicated indicate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 150 7 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 150 8 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 150 9 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 150 10 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 150 11 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 150 12 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 150 13 wide216 wide216 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 150 14 variety variety NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 150 15 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 150 16 purposes purpose NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 150 17 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 151 1 To to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 151 2 examine examine VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 151 3 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 151 4 purposes purpose NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 151 5 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 151 6 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 151 7 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 151 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 151 9 we -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 151 10 asked ask VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 151 11 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 151 12 about about IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 151 13 how how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 151 14 they217 they217 PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 151 15 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 151 16 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 151 17 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 151 18 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 151 19 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 151 20 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 151 21 Figure figure NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 151 22 1 1 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 151 23 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 151 24 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 1 This this DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 2 question question NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 3 allowed allow VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 4 them -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 5 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 6 choose choose VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 7 multiple multiple JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 8 answers answer NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 9 from from IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 10 a218 a218 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 11 suggested suggest VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 12 list list NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 13 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 14 input input NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 15 other other JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 16 answers.219 answers.219 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 17 Figure Figure NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 18 3(a 3(a CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 19 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 20 shows show VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 21 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 22 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 23 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 24 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 25 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 26 primarily primarily RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 27 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 28 analyze analyze VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 29 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 30 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 31 visualize visualize VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 32 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 33 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 34 clean220 clean220 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 35 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 36 organize organize VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 37 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 38 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 39 automate automate VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 40 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 41 work work NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 42 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 43 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 44 collect collect VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 45 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 152 46 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 153 1 A a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 153 2 total total NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 153 3 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 153 4 104 104 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 153 5 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 153 6 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 153 7 55.7 55.7 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 153 8 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 153 9 out out IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 153 10 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 153 11 212221 212221 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 153 12 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 153 13 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 153 14 responded respond VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 153 15 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 153 16 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 153 17 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 153 18 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 153 19 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 153 20 all all DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 153 21 five five CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 153 22 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 1 “ " `` work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 2 Other other JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 3 ” " '' work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 4 responses response NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 5 included include VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 6 running run VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 7 simulations,222 simulations,222 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 8 building building NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 9 models model NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 10 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 11 researching research VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 12 algorithms algorithm NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 13 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 14 testing testing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 15 methods method NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 16 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 17 writing write VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 18 compilers compiler NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 19 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 20 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 21 sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 22 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 23 publishing223 publishing223 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 24 5/17 5/17 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 25 Yes yes UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 26 No no UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 27 I -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 28 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 29 n't not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 30 know know VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 31 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 32 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 33 20 20 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 34 40 40 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 35 60 60 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 36 80 80 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 37 100 100 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 38 81.61 81.61 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 39 16.67 16.67 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 40 1.72 1.72 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 41 94.87 94.87 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 42 5.13 5.13 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 43 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 44 ● ● NFP work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 45 ● ● NFP work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 46 Non−CS Non−CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 47 CS CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 48 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 49 a a LS work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 50 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 51 Do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 52 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 53 write write VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 54 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 55 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 154 56 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 1 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 2 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 3 215 215 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 4 Yes yes UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 5 No no UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 6 I -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 7 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 8 n't not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 9 know know VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 10 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 11 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 12 20 20 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 13 40 40 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 14 60 60 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 15 80 80 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 16 100 100 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 17 89.66 89.66 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 18 9.2 9.2 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 19 1.15 1.15 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 20 89.74 89.74 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 21 10.26 10.26 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 22 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 23 ● ● NFP work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 24 ● ● NFP work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 25 Non−CS Non−CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 26 CS CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 27 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 28 b b NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 29 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 30 Do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 31 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 32 use use VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 33 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 34 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 35 written write VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 36 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 37 others other NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 155 38 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 1 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 2 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 3 215 215 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 4 Yes yes UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 5 No no UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 6 I -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 7 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 8 n't not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 9 know know VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 10 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 11 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 12 20 20 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 13 40 40 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 14 60 60 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 15 80 80 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 16 100 100 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 17 50.29 50.29 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 18 46.82 46.82 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 19 2.89 2.89 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 20 81.58 81.58 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 21 18.42 18.42 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 22 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 23 ● ● NFP work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 24 ● ● NFP work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 25 Non−CS Non−CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 26 CS CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 27 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 28 c c NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 29 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 30 Do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 31 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 32 create create VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 33 executables executable NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 156 34 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 1 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 2 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 3 214 214 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 4 Yes yes UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 5 No no UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 6 I -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 7 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 8 n't not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 9 know know VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 10 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 11 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 12 20 20 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 13 40 40 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 14 60 60 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 15 80 80 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 16 100 100 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 17 78.16 78.16 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 18 17.82 17.82 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 19 4.02 4.02 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 20 89.47 89.47 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 21 10.53 10.53 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 22 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 23 ● ● NFP work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 24 ● ● NFP work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 25 Non−CS Non−CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 26 CS CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 27 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 28 d d NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 29 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 30 Do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 31 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 32 use use VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 33 executables executable NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 34 created create VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 35 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 36 others other NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 157 37 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 158 1 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 158 2 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 158 3 214 214 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 158 4 Figure figure NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 158 5 1 1 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 158 6 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 159 1 Significantly significantly RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 159 2 more more JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 159 3 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 159 4 from from IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 159 5 computer computer NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 159 6 science science NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 159 7 stated state VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 159 8 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 159 9 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 159 10 write write VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 159 11 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 159 12 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 159 13 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 159 14 create create VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 159 15 executables executable NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 159 16 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 159 17 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 159 18 use use VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 159 19 executables executable NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 159 20 created create VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 159 21 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 159 22 others other NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 159 23 than than IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 159 24 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 159 25 from from IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 159 26 other other JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 159 27 disciplines discipline NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 159 28 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 160 1 Yes yes UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 160 2 No no UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 160 3 I -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 160 4 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 160 5 n't not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 160 6 know know VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 160 7 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 160 8 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 160 9 20 20 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 160 10 40 40 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 160 11 60 60 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 160 12 80 80 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 160 13 100 100 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 160 14 94.39 94.39 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 160 15 71.96 71.96 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 160 16 4.67 4.67 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 160 17 25.23 25.23 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 160 18 0.47 0.47 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 160 19 1.87 1.87 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 160 20 Open open JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 160 21 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 160 22 Commercial commercial JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 160 23 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 160 24 Figure figure NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 160 25 2 2 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 160 26 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 161 1 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 161 2 use use NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 161 3 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 161 4 open open JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 161 5 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 161 6 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 161 7 versus versus IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 161 8 commercial commercial JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 161 9 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 161 10 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 162 1 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 162 2 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 162 3 214 214 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 162 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 1 6/17 6/17 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 2 To to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 3 analyze analyze VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 4 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 5 To to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 6 visualize visualize VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 7 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 8 To to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 9 clean clean VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 10 / / SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 11 organize organize VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 12 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 13 To to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 14 do do VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 15 automation automation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 16 To to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 17 collect collect VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 18 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 19 Other other JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 20 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 21 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 22 20 20 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 23 40 40 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 24 60 60 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 25 80 80 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 26 100 100 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 27 94.34 94.34 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 28 89.62 89.62 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 29 86.32 86.32 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 30 81.13 81.13 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 31 72.64 72.64 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 32 11.32 11.32 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 33 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 34 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 35 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 36 How how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 37 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 38 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 39 use use VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 40 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 41 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 42 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 163 43 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 1 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 2 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 3 212 212 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 4 Yes yes UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 5 No no UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 6 I -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 7 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 8 n't not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 9 know know VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 10 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 11 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 12 20 20 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 13 40 40 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 14 60 60 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 15 80 80 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 16 100 100 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 17 82.13 82.13 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 18 15.46 15.46 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 19 2.42 2.42 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 20 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 21 b b NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 22 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 23 Have have VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 24 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 25 ever ever RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 26 repurposed repurpose VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 27 your -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 28 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 29 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 30 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 164 31 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 165 1 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 165 2 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 165 3 208 208 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 165 4 Figure figure NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 165 5 3 3 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 165 6 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 166 1 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 166 2 purpose purpose NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 166 3 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 166 4 using use VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 166 5 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 166 6 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 166 7 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 167 1 Note note VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 167 2 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 167 3 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 167 4 first first JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 167 5 question question NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 167 6 could could MD work_ygvsy3rrzbfqfd2zbo4b2ehohq 167 7 be be VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 167 8 answered answer VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 167 9 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 167 10 more more JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 167 11 than than IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 167 12 one one CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 167 13 choice choice NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 167 14 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 168 1 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 168 2 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 169 1 We -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 169 2 also also RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 169 3 asked ask VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 169 4 if if IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 169 5 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 169 6 repurpose repurpose VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 169 7 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 169 8 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 169 9 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 169 10 i.e. i.e. FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 1 using use VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 2 it -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 3 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 4 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 5 project project NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 6 other other JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 7 than than IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 8 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 9 one one CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 10 for224 for224 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 11 which which WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 12 it -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 13 was be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 14 originally originally RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 15 created create VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 16 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 17 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 18 found find VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 19 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 20 82 82 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 21 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 22 out out IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 23 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 24 208 208 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 25 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 26 indicated indicate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 27 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 28 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 29 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 30 that.225 that.225 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 31 We -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 32 investigated investigate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 33 how how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 34 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 35 collaborate collaborate VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 36 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 37 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 38 writing writing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 39 within within IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 40 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 41 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 42 labs lab NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 43 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 44 Figure figure NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 45 4 4 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 46 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 47 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 48 e.g.226 e.g.226 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 49 “ " `` work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 50 Do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 51 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 52 write write VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 53 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 54 collaboratively collaboratively RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 55 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 170 56 i.e. i.e. FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 1 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 2 another another DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 3 person person NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 4 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 5 multiple multiple JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 6 people people NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 7 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 8 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 9 ” " '' work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 10 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 11 “ " `` work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 12 Does do VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 13 everyone everyone NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 14 in227 in227 VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 15 your -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 16 lab lab NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 17 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 18 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 19 group group NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 20 write write NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 21 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 22 using use VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 23 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 24 same same JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 25 programming programming NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 26 language(s language(s NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 27 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 28 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 29 ” " '' work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 30 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 31 We -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 32 found find VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 33 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 34 49.8%228 49.8%228 JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 35 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 36 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 37 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 38 200 200 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 39 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 40 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 41 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 42 write write VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 43 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 44 collaboratively collaboratively RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 45 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 46 Figure figure NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 47 4(a 4(a CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 48 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 49 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 50 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 51 while while IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 52 only only RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 53 30 30 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 54 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 55 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 56 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 57 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 58 201 201 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 59 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 60 use use VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 61 the229 the229 JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 62 same same JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 63 coding code VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 64 language language NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 65 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 66 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 67 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 68 labs lab NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 69 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 70 Figure figure NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 71 4(b)).230 4(b)).230 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 72 Previous previous JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 73 studies study NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 74 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 75 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 76 reuse reuse NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 77 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 78 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 79 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 80 have have VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 81 focused focus VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 82 mainly mainly RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 83 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 84 licensing licensing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 85 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 86 review review NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 87 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 88 code,231 code,231 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 89 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 90 user user NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 91 awareness awareness NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 92 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 93 Joppa Joppa NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 94 et et FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 95 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 171 96 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 172 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 172 2 2013 2013 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 172 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 172 4 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 172 5 Morin Morin NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 172 6 et et FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 172 7 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 172 8 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 173 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 173 2 2012a 2012a LS work_ygvsy3rrzbfqfd2zbo4b2ehohq 173 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 173 4 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 173 5 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 174 1 Reinforcing reinforce VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 174 2 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 174 3 need need NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 174 4 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 174 5 establish establish VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 174 6 best232 best232 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 174 7 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 174 8 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 174 9 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 174 10 good good JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 174 11 enough enough JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 174 12 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 174 13 - - : work_ygvsy3rrzbfqfd2zbo4b2ehohq 174 14 e.g. e.g. RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 175 1 Wilson Wilson NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 175 2 et et FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 175 3 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 175 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 2 2017 2017 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 4 akin akin JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 5 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 6 those those DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 7 related related JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 8 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 9 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 10 management management NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 11 of233 of233 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 12 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 13 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 14 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 15 79.8 79.8 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 16 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 17 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 18 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 19 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 20 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 21 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 22 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 23 208 208 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 24 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 25 indicated indicate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 26 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 27 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 28 repurpose repurpose VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 29 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 30 code.234 code.234 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 31 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 32 an an DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 33 open open JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 34 response response NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 35 question question NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 36 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 37 we -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 38 asked ask VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 39 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 40 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 41 describe describe VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 42 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 43 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 44 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 45 own own JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 46 words word NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 47 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 48 how how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 49 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 50 use235 use235 VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 51 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 52 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 53 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 54 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 176 55 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 177 1 Here here RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 177 2 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 177 3 again again RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 177 4 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 177 5 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 177 6 indicated indicate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 177 7 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 177 8 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 177 9 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 177 10 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 177 11 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 177 12 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 177 13 wide wide JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 177 14 variety variety NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 177 15 of236 of236 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 177 16 purposes purpose NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 177 17 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 1 One one CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 2 participant participant NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 3 summed sum VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 4 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 5 relationship relationship NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 6 between between IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 7 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 8 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 9 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 10 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 11 succinctly succinctly RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 12 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 13 “ " `` work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 14 I237 I237 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 15 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 16 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 17 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 18 stimulus stimulus NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 19 presentation presentation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 20 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 21 data data NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 22 acquisition acquisition NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 23 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 24 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 25 data data NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 26 analysis analysis NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 27 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 28 visualization visualization NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 29 - - : work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 30 basically238 basically238 VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 31 my -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 32 entire entire JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 33 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 34 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 35 run run VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 36 via via IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 37 computers computer NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 38 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 39 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 40 thus thus RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 41 code code NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 42 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 43 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 44 ” " '' work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 45 Similarly similarly RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 46 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 47 another another DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 48 participant participant NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 49 described describe VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 50 the239 the239 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 51 application application NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 52 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 53 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 54 within within IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 55 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 56 field field NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 57 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 58 computer computer NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 59 science science NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 60 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 61 “ " `` work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 62 As as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 63 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 64 computer computer NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 65 scientist scientist NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 66 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 67 almost almost RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 68 every every DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 69 aspect240 aspect240 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 70 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 71 my -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 72 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 73 from from IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 74 grant grant NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 75 proposal proposal NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 76 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 77 collecting collect VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 78 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 79 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 80 analyzing analyze VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 81 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 82 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 83 writing write VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 84 up up RP work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 85 my -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 86 results result NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 87 involves241 involves241 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 88 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 178 89 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 179 1 I -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 179 2 write write VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 179 3 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 179 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 1 I -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 2 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 3 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 4 my -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 5 collaborators collaborator NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 6 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 7 students student NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 8 write write VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 9 as as RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 10 well well RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 11 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 12 open open JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 13 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 14 and242 and242 , work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 15 commercial commercial JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 16 software.243 software.243 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 17 6 6 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 18 REPRODUCIBILITY REPRODUCIBILITY NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 19 - - HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 20 RELATED relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 21 PRACTICES244 PRACTICES244 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 22 To to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 23 understand understand VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 24 how how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 25 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 26 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 27 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 28 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 29 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 30 align align VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 31 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 32 those those DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 33 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 34 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 35 computational computational JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 36 reproducibil-245 reproducibil-245 JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 37 ity ity NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 38 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 39 we -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 40 asked ask VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 41 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 42 number number NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 43 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 44 questions question NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 45 about about IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 46 adding add VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 47 comments comment NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 48 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 49 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 50 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 51 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 52 generating generate VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 53 documentation,246 documentation,246 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 54 communicating communicate VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 55 information information NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 56 about about IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 57 dependencies dependency NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 58 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 59 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 60 using use VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 61 “ " `` work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 62 notebook notebook NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 63 ” " '' work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 64 applications application NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 65 such such JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 66 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 67 Jupyter Jupyter NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 180 68 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 181 1 We247 We247 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 181 2 also also RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 181 3 asked ask VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 181 4 about about IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 181 5 awareness awareness NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 181 6 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 181 7 coding code VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 181 8 conventions convention NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 181 9 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 181 10 best good JJS work_ygvsy3rrzbfqfd2zbo4b2ehohq 181 11 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 181 12 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 182 1 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 182 2 results result NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 182 3 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 182 4 these these DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 182 5 questions question NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 182 6 are248 are248 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 182 7 shown show VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 182 8 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 182 9 Figure figure NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 182 10 5.249 5.249 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 182 11 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 182 12 line line NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 182 13 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 182 14 previous previous JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 182 15 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 182 16 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 182 17 Hannay Hannay NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 182 18 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 182 19 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 182 20 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 183 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 183 2 2009 2009 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 183 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 183 4 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 183 5 Joppa Joppa NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 183 6 et et FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 183 7 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 183 8 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 184 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 184 2 2013 2013 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 184 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 184 4 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 184 5 Prabhu Prabhu NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 184 6 et et FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 184 7 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 184 8 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 185 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 185 2 2011)),250 2011)),250 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 185 3 only only RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 185 4 53.4 53.4 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 185 5 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 185 6 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 185 7 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 185 8 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 185 9 215 215 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 185 10 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 185 11 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 185 12 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 185 13 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 185 14 indicated indicate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 185 15 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 185 16 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 185 17 have have VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 185 18 received receive VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 185 19 formal formal JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 185 20 training training NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 185 21 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 185 22 coding251 coding251 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 185 23 conventions convention NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 185 24 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 185 25 best good JJS work_ygvsy3rrzbfqfd2zbo4b2ehohq 185 26 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 185 27 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 186 1 At at IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 186 2 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 186 3 same same JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 186 4 time time NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 186 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 186 6 we -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 186 7 found find VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 186 8 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 186 9 many many JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 186 10 actually actually RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 186 11 employ employ VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 186 12 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 186 13 that that WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 186 14 are252 are252 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 186 15 commonly commonly RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 186 16 cited cite VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 186 17 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 186 18 establishing establish VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 186 19 computational computational JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 186 20 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 186 21 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 1 For for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 2 example example NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 3 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 4 when when WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 5 asked ask VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 6 “ " `` work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 7 Do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 8 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 9 include253 include253 VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 10 comments comment NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 11 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 12 your -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 13 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 14 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 15 ” " '' work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 16 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 17 “ " `` work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 18 When when WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 19 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 20 share share VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 21 your -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 22 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 23 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 24 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 25 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 26 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 27 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 28 provide provide VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 29 information254 information254 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 30 about about IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 31 dependencies dependency NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 32 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 33 ” " '' work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 34 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 35 majority majority NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 36 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 37 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 38 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 39 98.0 98.0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 40 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 41 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 42 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 43 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 44 204 204 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 45 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 46 72.2 72.2 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 47 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 48 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 49 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 50 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 51 169 169 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 52 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 53 indicated indicate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 54 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 55 they255 they255 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 56 include include VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 57 comments comment NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 58 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 59 provide provide VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 60 information information NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 61 about about IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 62 dependencies dependency NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 63 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 64 respectively respectively RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 187 65 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 1 However however RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 2 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 3 substantially256 substantially256 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 4 7/17 7/17 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 5 Yes yes UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 6 No no UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 7 I -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 8 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 9 n't not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 10 know know VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 11 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 12 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 13 10 10 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 14 20 20 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 15 30 30 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 16 40 40 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 17 50 50 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 18 60 60 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 19 70 70 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 20 33 33 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 21 63.5 63.5 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 22 3.5 3.5 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 23 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 24 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 25 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 26 Does do VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 27 everyone everyone NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 28 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 29 your -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 30 lab lab NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 31 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 32 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 33 group group NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 34 write write NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 35 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 36 using use VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 37 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 38 same same JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 39 programming programming NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 40 language(s language(s NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 41 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 188 42 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 1 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 2 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 3 201 201 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 4 Yes yes UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 5 No no UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 6 I -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 7 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 8 n't not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 9 know know VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 10 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 11 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 12 10 10 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 13 20 20 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 14 30 30 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 15 40 40 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 16 50 50 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 17 60 60 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 18 70 70 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 19 53.27 53.27 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 20 45.73 45.73 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 21 1.01 1.01 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 22 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 23 b b NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 24 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 25 Do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 26 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 27 write write VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 28 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 29 collaboratively collaboratively RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 189 30 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 190 1 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 190 2 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 190 3 200 200 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 190 4 Figure figure NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 190 5 4 4 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 190 6 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 191 1 Consistency consistency NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 191 2 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 191 3 programming programming NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 191 4 languages language NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 191 5 within within IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 191 6 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 191 7 groups group NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 191 8 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 1 Yes yes UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 2 No no DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 3 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 4 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 5 10 10 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 6 20 20 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 7 30 30 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 8 40 40 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 9 50 50 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 10 60 60 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 11 70 70 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 12 51.72 51.72 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 13 48.28 48.28 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 14 61.54 61.54 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 15 38.46 38.46 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 16 ● ● NFP work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 17 ● ● NFP work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 18 Non−CS Non−CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 19 CS CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 20 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 21 a a LS work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 22 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 23 Have have VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 24 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 25 received receive VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 26 training training NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 27 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 28 coding code VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 29 conventions convention NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 30 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 31 best good JJS work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 32 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 192 33 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 193 1 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 193 2 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 193 3 215 215 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 193 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 1 Yes yes UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 2 No no UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 3 I -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 4 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 5 n't not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 6 know know VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 7 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 8 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 9 20 20 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 10 40 40 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 11 60 60 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 12 80 80 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 13 100 100 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 14 98.18 98.18 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 15 0.61 0.61 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 16 1.21 1.21 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 17 97.3 97.3 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 18 2.7 2.7 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 19 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 20 ● ● NFP work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 21 ● ● . work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 22 Non−CS Non−CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 23 CS CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 24 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 25 b b NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 26 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 27 Do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 28 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 29 include include VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 30 comments comment NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 31 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 32 your -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 33 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 194 34 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 195 1 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 195 2 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 195 3 204 204 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 195 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 1 Yes yes UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 2 No no UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 3 I -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 4 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 5 n't not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 6 know know VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 7 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 8 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 9 20 20 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 10 40 40 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 11 60 60 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 12 80 80 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 13 61.45 61.45 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 14 36.75 36.75 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 15 1.81 1.81 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 16 54.05 54.05 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 17 43.24 43.24 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 18 2.7 2.7 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 19 ● ● CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 20 ● ● . work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 21 Non−CS Non−CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 22 CS CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 23 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 24 c c NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 25 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 26 Do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 27 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 28 generate generate VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 29 documentation documentation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 30 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 31 your -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 32 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 196 33 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 197 1 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 197 2 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 197 3 205 205 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 197 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 1 Yes yes UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 2 No no UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 3 I -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 4 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 5 n't not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 6 know know VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 7 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 8 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 9 10 10 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 10 20 20 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 11 30 30 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 12 40 40 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 13 50 50 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 14 60 60 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 15 44.91 44.91 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 16 52.69 52.69 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 17 2.4 2.4 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 18 40.54 40.54 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 19 59.46 59.46 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 20 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 21 ● ● NFP work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 22 ● ● NFP work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 23 Non−CS Non−CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 24 CS CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 25 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 26 d d NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 27 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 28 Do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 29 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 30 write write VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 31 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 32 using use VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 33 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 34 notebook notebook NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 198 35 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 199 1 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 199 2 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 199 3 206 206 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 199 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 200 1 Figure figure NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 200 2 5 5 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 200 3 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 201 1 Reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 201 2 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 201 3 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 201 4 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 201 5 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 1 8/17 8/17 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 2 Yes yes UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 3 No no UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 4 I -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 5 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 6 n't not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 7 know know VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 8 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 9 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 10 20 20 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 11 40 40 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 12 60 60 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 13 80 80 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 14 100 100 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 15 66.15 66.15 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 16 30 30 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 17 3.85 3.85 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 18 68.97 68.97 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 19 31.03 31.03 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 20 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 21 ● ● NFP work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 22 ● ● NFP work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 23 Non−CS Non−CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 24 CS CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 25 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 26 a a LS work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 27 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 28 When when WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 29 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 30 share share VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 31 your -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 32 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 33 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 34 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 35 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 36 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 37 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 38 share share VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 39 it -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 40 alongside alongside IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 41 related related JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 42 files file NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 43 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 202 44 e.g. e.g. RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 203 1 datasets dataset NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 203 2 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 203 3 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 204 1 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 204 2 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 204 3 161 161 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 204 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 1 Yes yes UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 2 No no UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 3 I -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 4 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 5 n't not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 6 know know VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 7 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 8 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 9 20 20 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 10 40 40 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 11 60 60 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 12 80 80 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 13 100 100 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 14 67.88 67.88 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 15 21.9 21.9 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 16 10.22 10.22 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 17 90 90 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 18 10 10 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 19 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 20 ● ● CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 21 ● ● NFP work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 22 Non−CS Non−CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 23 CS CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 24 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 25 b b NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 26 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 27 When when WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 28 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 29 share share VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 30 your -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 31 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 32 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 33 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 34 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 35 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 36 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 37 provide provide VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 38 information information NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 39 about about IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 40 dependencies dependency NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 205 41 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 206 1 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 206 2 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 206 3 169 169 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 206 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 207 1 Figure figure NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 207 2 6 6 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 207 3 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 208 1 CS CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 208 2 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 208 3 tend tend VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 208 4 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 208 5 provide provide VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 208 6 information information NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 208 7 about about IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 208 8 dependencies dependency NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 208 9 more more JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 208 10 than than IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 208 11 other other JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 208 12 disciplines discipline NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 208 13 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 1 fewer few JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 2 indicated indicate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 3 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 4 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 5 employ employ VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 6 other other JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 7 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 8 such such JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 9 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 10 generating generate VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 11 documentation documentation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 12 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 13 60.0 60.0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 14 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 15 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 16 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 17 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 18 205).257 205).257 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 19 While while IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 20 electronic electronic JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 21 lab lab NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 22 notebooks notebook NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 23 have have VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 24 been be VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 25 cited cite VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 26 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 27 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 28 tool tool NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 29 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 30 ensuring ensure VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 31 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 32 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 33 Kluyver Kluyver NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 34 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 35 al.258 al.258 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 36 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 37 2016 2016 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 38 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 39 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 40 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 41 only only RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 42 43.6 43.6 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 43 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 44 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 45 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 46 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 47 206 206 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 48 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 49 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 50 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 51 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 52 indicated indicate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 53 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 54 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 55 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 56 them -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 57 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 58 write write VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 59 code.259 code.259 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 60 Comparisons Comparisons NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 61 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 62 responses response NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 63 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 64 discipline discipline NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 65 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 209 66 e.g. e.g. RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 210 1 computer computer NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 210 2 science science NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 210 3 versus versus IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 210 4 others other NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 210 5 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 210 6 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 210 7 location location NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 210 8 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 210 9 e.g. e.g. RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 1 UC260 UC260 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 2 Berkeley Berkeley NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 3 versus versus IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 4 others other NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 5 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 6 were be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 7 insignificant insignificant JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 8 even even RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 9 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 10 surprisingly surprisingly RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 11 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 12 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 13 questions question NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 14 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 15 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 16 training training NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 17 [ [ -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 18 discipline:261 discipline:261 NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 19 χ χ NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 20 2(1,N 2(1,N NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 21 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 22 215 215 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 23 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 24 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 25 1.58 1.58 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 26 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 27 p p NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 28 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 29 0.21 0.21 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 30 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 31 location location NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 32 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 33 χ χ NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 34 2(2,N 2(2,N NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 35 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 36 215 215 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 37 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 38 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 39 0.00 0.00 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 40 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 41 p p NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 42 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 43 1.00 1.00 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 44 ] ] -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 45 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 46 Figure Figure NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 47 5 5 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 48 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 211 49 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 212 1 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 212 2 lone262 lone262 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 212 3 exception exception NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 212 4 was be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 212 5 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 212 6 providing provide VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 212 7 information information NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 212 8 about about IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 212 9 dependencies dependency NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 212 10 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 1 Significantly significantly RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 2 more more JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 3 respondents respondent NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 4 from263 from263 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 5 computer computer NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 6 science science NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 7 reported report VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 8 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 9 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 10 include include VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 11 information information NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 12 about about IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 13 dependencies dependency NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 14 when when WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 15 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 16 share share VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 17 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 18 code264 code264 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 19 than than IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 20 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 21 from from IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 22 other other JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 23 disciplines discipline NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 24 [ [ -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 25 χ χ NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 26 2(2,N 2(2,N NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 27 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 28 169 169 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 29 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 30 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 31 17.755 17.755 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 32 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 33 p p NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 34 < < XX work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 35 0.001].265 0.001].265 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 36 7 7 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 37 SHARING SHARING NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 38 AND and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 39 PRESERVATION preservation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 40 OF of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 41 THE the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 42 RESEARCH research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 43 SOFTWARE266 SOFTWARE266 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 44 Making make VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 45 materials material NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 46 available available JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 47 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 48 others other NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 49 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 50 evaluate evaluate VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 51 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 52 use use VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 53 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 54 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 55 build build VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 56 upon upon IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 57 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 58 an an DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 59 essential essential JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 60 component component NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 61 of267 of267 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 62 ensuring ensure VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 63 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 213 64 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 1 Much much JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 2 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 3 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 4 previous previous JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 5 work work NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 6 examining examine VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 7 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 8 sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 9 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 10 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 11 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 12 has268 has268 , work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 13 focused focus VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 14 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 15 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 16 degree degree NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 17 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 18 which which WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 19 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 20 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 21 cited cite VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 22 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 23 described describe VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 24 irregularly irregularly RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 25 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 26 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 27 scholarly scholarly JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 28 literature269 literature269 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 29 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 30 Howison Howison NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 31 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 32 Bullard Bullard NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 33 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 34 2015a 2015a CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 35 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 36 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 37 Smith Smith NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 38 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 39 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 214 40 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 215 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 215 2 2016 2016 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 215 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 215 4 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 215 5 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 215 6 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 215 7 relationship relationship NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 215 8 between between IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 215 9 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 215 10 sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 215 11 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 215 12 research270 research270 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 215 13 impact impact VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 215 14 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 215 15 Vandewalle Vandewalle NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 215 16 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 215 17 2012 2012 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 215 18 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 215 19 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 215 20 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 1 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 2 order order NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 3 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 4 gain gain VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 5 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 6 greater great JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 7 understanding understanding NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 8 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 9 how how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 10 sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 11 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 12 relate relate VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 13 to271 to271 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 14 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 15 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 16 we -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 17 asked ask VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 18 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 19 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 20 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 21 variety variety NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 22 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 23 questions question NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 24 about about IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 25 how how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 26 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 27 share share VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 28 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 29 find find VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 30 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 31 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 32 preserve272 preserve272 VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 33 software.273 software.273 $ work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 34 7.1 7.1 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 35 Sharing Sharing NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 36 Research Research NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 37 Software274 Software274 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 38 Sharing Sharing NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 39 Practices275 Practices275 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 40 While while IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 41 only only RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 42 half half NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 43 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 44 50.5 50.5 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 45 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 46 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 47 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 48 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 49 198 198 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 50 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 51 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 52 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 53 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 54 indicated indicate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 55 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 56 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 57 were be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 58 aware aware JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 59 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 60 related related JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 61 community276 community276 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 62 standards standard NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 63 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 64 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 65 field field NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 66 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 67 discipline discipline NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 68 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 69 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 70 majority majority NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 71 indicated indicate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 72 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 73 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 74 share share VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 75 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 76 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 77 part part NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 78 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 79 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 80 research277 research277 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 81 process process NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 82 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 83 computer computer NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 84 science science NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 85 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 86 84.9 84.9 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 87 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 88 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 89 other other JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 90 disciplines discipline NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 91 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 92 81.1 81.1 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 93 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 94 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 95 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 96 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 97 187 187 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 98 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 99 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 100 Figure Figure NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 101 7 7 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 102 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 216 103 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 217 1 Of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 217 2 189 189 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 217 3 participants,278 participants,278 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 217 4 31 31 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 217 5 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 217 6 indicated indicate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 217 7 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 217 8 there there EX work_ygvsy3rrzbfqfd2zbo4b2ehohq 217 9 were be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 217 10 reasons reason NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 217 11 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 217 12 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 217 13 could could MD work_ygvsy3rrzbfqfd2zbo4b2ehohq 217 14 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 217 15 be be VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 217 16 shared share VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 217 17 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 217 18 Figure figure NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 217 19 7(b 7(b CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 217 20 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 217 21 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 217 22 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 218 1 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 218 2 most279 most279 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 218 3 commonly commonly RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 218 4 cited cite VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 218 5 restrictions restriction NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 218 6 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 218 7 sharing share VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 218 8 were be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 218 9 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 218 10 inclusion inclusion NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 218 11 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 218 12 sensitive sensitive JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 218 13 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 218 14 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 218 15 intellectual intellectual JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 218 16 property property NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 218 17 concerns,280 concerns,280 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 218 18 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 218 19 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 218 20 time time NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 218 21 needed need VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 218 22 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 218 23 prepare prepare VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 218 24 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 218 25 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 218 26 sharing share VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 218 27 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 1 Comparisons comparison NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 2 between between IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 3 computer computer NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 4 science science NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 5 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 6 other281 other281 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 7 disciplines discipline NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 8 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 9 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 10 sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 11 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 12 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 13 were be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 14 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 15 statistically statistically RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 16 significant significant JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 17 [ [ -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 18 χ χ NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 19 2(2,N 2(2,N NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 20 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 21 187 187 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 22 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 23 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 24 1.5842 1.5842 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 25 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 26 p p NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 27 > > XX work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 28 0.4529].282 0.4529].282 . work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 29 We -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 30 also also RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 31 checked check VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 32 if if IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 33 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 34 share share VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 35 new new JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 36 versions version NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 37 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 38 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 39 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 40 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 41 found find VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 42 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 43 81 81 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 44 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 45 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 46 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 47 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 48 156)283 156)283 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 49 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 50 so so RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 51 using use VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 52 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 53 version version NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 54 control control NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 55 system system NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 219 56 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 1 A a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 2 group group NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 3 comparison comparison NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 4 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 5 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 6 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 7 sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 8 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 9 new new JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 10 versions version NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 11 was284 was284 , work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 12 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 13 statistically statistically RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 14 significant significant JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 15 [ [ -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 16 CS CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 17 vs vs IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 18 non non JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 19 - - NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 20 CS cs NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 21 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 22 χ χ NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 23 2(2,N 2(2,N NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 24 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 25 156 156 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 26 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 27 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 28 2.2 2.2 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 29 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 30 p p NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 31 > > XX work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 32 0.05 0.05 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 33 ] ] -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 34 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 35 Figure figure NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 36 7(c 7(c CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 37 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 38 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 39 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 40 however285 however285 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 41 significantly significantly RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 42 more more JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 43 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 44 from from IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 45 computer computer NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 46 science science NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 47 indicated indicate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 48 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 49 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 50 share share VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 51 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 52 codes code NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 53 via via IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 54 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 55 version286 version286 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 56 control control NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 57 system system NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 58 than than IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 59 those those DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 60 from from IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 61 other other JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 62 disciplines discipline NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 63 [ [ -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 64 χ χ NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 65 2(2,N 2(2,N NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 66 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 67 185 185 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 68 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 69 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 70 16.4 16.4 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 71 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 72 p p NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 73 < < XX work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 74 0.05 0.05 XX work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 75 ] ] -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 76 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 77 Figure Figure NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 78 7(d)).287 7(d)).287 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 79 9/17 9/17 VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 80 Yes yes UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 81 No no UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 82 I -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 83 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 84 n't not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 85 know know VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 86 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 87 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 88 20 20 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 89 40 40 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 90 60 60 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 91 80 80 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 92 100 100 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 93 81.05 81.05 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 94 17.65 17.65 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 95 1.31 1.31 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 96 84.85 84.85 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 97 15.15 15.15 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 98 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 99 ● ● NFP work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 100 ● ● NFP work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 101 Non−CS Non−CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 102 CS CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 103 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 104 a a LS work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 105 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 106 Do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 107 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 108 share share VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 109 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 110 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 111 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 112 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 113 created create VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 114 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 115 part part NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 116 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 117 your -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 118 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 220 119 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 221 1 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 221 2 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 221 3 187 187 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 221 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 1 Yes yes UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 2 No no UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 3 I -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 4 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 5 n't not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 6 know know VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 7 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 8 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 9 20 20 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 10 40 40 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 11 60 60 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 12 80 80 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 13 100 100 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 14 31.61 31.61 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 15 64.52 64.52 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 16 3.87 3.87 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 17 30.3 30.3 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 18 66.67 66.67 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 19 3.03 3.03 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 20 ● ● CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 21 ● ● . work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 22 Non−CS Non−CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 23 CS CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 24 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 25 b b NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 26 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 27 Is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 28 there there EX work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 29 any any DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 30 reason reason NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 31 your -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 32 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 33 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 34 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 35 could could MD work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 36 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 37 be be VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 38 shared share VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 222 39 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 223 1 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 223 2 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 223 3 189 189 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 223 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 1 Yes yes UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 2 No no UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 3 I -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 4 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 5 n't not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 6 know know VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 7 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 8 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 9 20 20 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 10 40 40 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 11 60 60 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 12 80 80 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 13 100 100 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 14 86.61 86.61 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 15 7.87 7.87 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 16 5.51 5.51 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 17 92.86 92.86 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 18 3.57 3.57 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 19 3.57 3.57 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 20 ● ● NFP work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 21 ● ● . work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 22 Non−CS Non−CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 23 CS CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 24 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 25 c c NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 26 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 27 If if IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 28 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 29 make make VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 30 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 31 change change NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 32 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 33 your -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 34 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 35 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 36 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 37 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 38 share share VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 39 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 40 new new JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 41 version version NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 224 42 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 225 1 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 225 2 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 225 3 156 156 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 225 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 1 Yes yes UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 2 No no UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 3 I -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 4 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 5 n't not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 6 know know VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 7 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 8 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 9 20 20 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 10 40 40 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 11 60 60 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 12 80 80 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 13 100 100 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 14 78.15 78.15 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 15 18.54 18.54 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 16 3.31 3.31 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 17 96.97 96.97 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 18 3.03 3.03 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 19 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 20 ● ● NFP work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 21 ● ● . work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 22 Non−CS Non−CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 23 CS CS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 24 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 25 d d NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 26 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 27 Do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 28 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 29 use use VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 30 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 31 version version NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 32 control control NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 33 system system NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 34 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 226 35 e.g. e.g. RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 227 1 Git Git NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 227 2 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 227 3 SVN SVN NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 227 4 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 227 5 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 228 1 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 228 2 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 228 3 185 185 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 228 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 229 1 Figure figure NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 229 2 7 7 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 229 3 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 230 1 Practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 230 2 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 230 3 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 230 4 sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 230 5 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 1 10/17 10/17 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 2 Directly directly RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 3 via via IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 4 e−mail e−mail NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 5 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 6 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 7 scholarly scholarly JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 8 publication publication NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 9 Through through IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 10 posts post NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 11 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 12 my -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 13 website website NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 14 / / SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 15 lab lab NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 16 website website NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 17 Through through IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 18 social social JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 19 media medium NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 20 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 21 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 22 Software Software NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 23 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 24 Data Data NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 25 paper paper NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 26 Through through IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 27 online online JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 28 communities community NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 29 Other other JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 30 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 31 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 32 10 10 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 33 30 30 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 34 50 50 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 35 70 70 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 36 61.66 61.66 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 37 54.4 54.4 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 38 43.01 43.01 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 39 37.31 37.31 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 40 17.1 17.1 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 41 14.51 14.51 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 42 16.58 16.58 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 43 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 44 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 45 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 46 How how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 47 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 48 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 49 tell tell VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 50 people people NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 51 about about IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 52 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 53 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 54 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 55 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 56 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 57 ’ve have VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 58 shared share VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 231 59 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 232 1 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 232 2 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 232 3 165 165 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 232 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 233 1 Source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 233 2 Code Code NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 233 3 Executable executable JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 233 4 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 233 5 Both both CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 233 6 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 233 7 20 20 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 233 8 40 40 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 233 9 60 60 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 233 10 80 80 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 233 11 75.29 75.29 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 233 12 7.65 7.65 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 233 13 17.06 17.06 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 233 14 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 233 15 b b NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 233 16 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 233 17 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 233 18 what what WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 233 19 format format NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 233 20 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 233 21 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 233 22 typically typically RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 233 23 share share VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 233 24 your -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 233 25 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 233 26 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 234 1 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 234 2 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 234 3 175 175 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 234 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 235 1 Figure figure NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 235 2 8 8 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 235 3 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 236 1 Methods method NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 236 2 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 236 3 formats format NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 236 4 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 236 5 sharing share VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 236 6 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 236 7 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 237 1 Note note VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 237 2 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 237 3 both both DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 237 4 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 237 5 these these DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 237 6 questions question NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 237 7 could could MD work_ygvsy3rrzbfqfd2zbo4b2ehohq 237 8 be be VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 237 9 answered answer VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 237 10 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 237 11 more more JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 237 12 than than IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 237 13 one one CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 237 14 response response NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 237 15 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 1 Sharing share VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 2 Format format NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 3 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 4 Platform288 Platform288 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 5 We -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 6 asked ask VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 7 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 8 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 9 about about IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 10 how how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 11 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 12 share share VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 13 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 14 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 15 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 16 found find VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 17 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 18 75.3 75.3 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 19 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 20 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 21 175 175 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 22 participants289 participants289 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 23 share share VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 24 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 25 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 26 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 27 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 28 form form NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 29 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 30 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 31 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 32 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 33 7.6 7.6 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 34 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 35 share share NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 36 executables executable VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 37 only only RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 38 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 39 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 40 17.1 17.1 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 41 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 42 share share NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 43 both290 both290 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 44 formats format NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 45 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 46 Figure figure NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 47 8) 8) CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 238 48 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 239 1 As as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 239 2 shown show VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 239 3 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 239 4 Figure Figure NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 239 5 8(a 8(a CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 239 6 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 239 7 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 239 8 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 239 9 indicated indicate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 239 10 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 239 11 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 239 12 share share VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 239 13 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 239 14 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 239 15 through291 through291 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 239 16 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 239 17 variety variety NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 239 18 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 239 19 channels channel NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 239 20 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 239 21 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 239 22 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 239 23 most most RBS work_ygvsy3rrzbfqfd2zbo4b2ehohq 239 24 common common JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 239 25 being being NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 239 26 e e NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 239 27 - - NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 239 28 mail mail NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 239 29 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 1 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 2 figure figure NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 3 shows show VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 4 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 5 73.94 73.94 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 6 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 7 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 8 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 9 time292 time292 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 10 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 11 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 12 make make VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 13 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 14 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 15 available available JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 16 through through IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 17 direct direct JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 18 communication communication NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 19 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 20 50 50 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 21 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 22 make make VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 23 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 24 code293 code293 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 25 available available JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 26 through through IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 27 social social JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 28 media medium NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 29 platforms platform NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 240 30 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 1 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 2 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 3 who who WP work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 4 indicated indicate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 5 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 6 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 7 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 8 methods method NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 9 other other JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 10 than294 than294 VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 11 those those DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 12 listed list VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 13 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 14 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 15 survey survey NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 16 generally generally RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 17 responded respond VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 18 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 19 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 20 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 21 so so RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 22 using use VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 23 platforms platform NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 24 such such JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 25 Github Github NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 26 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 27 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 28 Open295 open295 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 29 Science Science NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 30 Framework Framework NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 241 31 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 1 A a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 2 few few JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 3 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 4 mentioned mention VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 5 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 6 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 7 save save VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 8 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 9 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 10 along along IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 11 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 12 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 13 dataset dataset NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 14 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 15 their296 their296 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 16 institutional institutional JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 17 repository repository NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 18 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 19 while while IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 20 others other NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 21 indicated indicate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 22 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 23 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 24 publicize publicize VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 25 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 26 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 27 via via IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 28 conferences.297 conferences.297 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 29 7.2 7.2 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 30 Preserving Preserving NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 31 Research Research NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 32 Software298 Software298 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 33 We -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 34 asked ask VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 35 variety variety NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 36 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 37 questions question NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 38 about about IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 39 preserving preserve VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 40 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 41 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 42 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 242 43 i.e. i.e. FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 1 Do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 2 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 3 take take VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 4 any any DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 5 steps step NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 6 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 7 ensure299 ensure299 VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 8 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 9 your -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 10 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 11 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 12 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 13 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 14 preserved preserve VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 15 over over IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 16 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 17 long long JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 18 term term NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 19 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 20 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 21 How how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 22 long long RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 23 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 24 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 25 typically typically RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 26 save save VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 27 your -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 28 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 29 or300 or300 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 30 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 31 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 32 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 33 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 34 Where where WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 35 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 36 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 37 save save VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 38 your -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 39 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 40 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 41 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 42 so so IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 43 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 44 it -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 45 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 46 preserved preserve VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 47 over over IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 48 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 49 long long JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 50 term term NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 51 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 52 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 243 53 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 1 While301 while301 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 2 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 3 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 4 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 5 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 6 building building NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 7 block block NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 8 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 9 ensuring ensure VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 10 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 11 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 12 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 13 39.9 39.9 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 14 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 15 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 16 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 17 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 18 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 19 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 20 183 183 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 21 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 22 do302 do302 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 23 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 24 prepare prepare VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 25 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 26 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 27 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 28 long long JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 29 - - HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 30 term term NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 31 preservation.303 preservation.303 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 32 How how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 33 long long RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 34 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 35 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 36 typically typically RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 37 save save VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 38 your -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 39 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 40 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 41 software?304 software?304 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 42 Figure figure NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 43 9(a 9(a CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 44 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 45 shows show VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 46 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 47 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 48 majority majority NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 49 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 50 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 51 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 52 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 53 40.4 40.4 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 54 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 55 out out IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 56 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 57 162 162 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 58 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 59 preserve preserve VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 60 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 61 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 62 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 63 more more JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 64 than305 than305 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 65 eight eight CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 66 years year NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 67 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 68 but but CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 69 generally generally RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 70 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 71 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 72 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 73 way way NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 74 that that WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 75 maintains maintain VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 76 its -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 77 use use NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 244 78 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 245 1 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 245 2 contrast contrast NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 245 3 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 245 4 7.4 7.4 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 245 5 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 245 6 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 245 7 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 245 8 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 245 9 162 162 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 245 10 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 245 11 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 245 12 participants306 participants306 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 245 13 keep keep VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 245 14 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 245 15 codes code NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 245 16 until until IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 245 17 it -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 245 18 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 245 19 described describe VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 245 20 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 245 21 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 245 22 publication publication NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 245 23 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 245 24 poster poster NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 245 25 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 245 26 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 245 27 presentation presentation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 245 28 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 1 We -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 2 found find VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 3 10.5 10.5 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 4 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 5 out out IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 6 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 7 162307 162307 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 8 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 9 tend tend VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 10 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 11 keep keep VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 12 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 13 codes code NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 14 3 3 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 15 years year NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 16 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 17 less less JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 18 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 19 19.8 19.8 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 20 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 21 tend tend VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 22 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 23 keep keep VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 24 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 25 codes code NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 26 4 4 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 27 - - SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 28 8 8 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 29 year year NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 246 30 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 1 Only308 only308 RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 2 21.0 21.0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 3 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 4 out out IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 5 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 6 162 162 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 7 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 8 tend tend VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 9 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 10 keep keep VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 11 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 12 codes code NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 13 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 14 8 8 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 15 years year NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 16 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 17 more more JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 18 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 19 maintaining maintain VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 20 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 21 codes code NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 22 for309 for309 VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 23 future future JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 24 access access NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 25 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 26 use.310 use.310 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 27 Where where WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 28 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 29 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 30 save save VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 31 your -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 32 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 33 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 34 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 35 so so IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 36 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 37 it -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 38 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 39 preserved preserve VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 40 over over IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 41 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 42 long long JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 43 term?311 term?311 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 44 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 45 terms term NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 46 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 47 where where WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 48 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 49 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 50 preserve preserve VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 51 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 52 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 53 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 54 Figure figure NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 55 9(b 9(b CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 56 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 57 shows show VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 58 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 59 76.2 76.2 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 60 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 61 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 62 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 63 time time NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 64 participants312 participants312 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 65 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 66 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 67 hosting host VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 68 sites site NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 69 such such JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 70 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 71 Github Github NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 247 72 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 1 About about RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 2 56.4 56.4 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 3 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 4 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 5 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 6 time time NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 7 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 8 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 9 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 10 hard hard JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 11 drives drive NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 12 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 13 external313 external313 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 14 storage storage NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 15 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 16 preserve preserve VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 17 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 18 codes code NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 19 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 20 38.1 38.1 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 21 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 22 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 23 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 24 time time NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 25 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 26 preserve preserve VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 27 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 28 codes code NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 29 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 30 putting put VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 31 them -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 32 on314 on314 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 33 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 34 cloud cloud NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 248 35 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 249 1 Only only RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 249 2 12.7 12.7 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 249 3 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 249 4 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 249 5 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 249 6 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 249 7 indicated indicate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 249 8 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 249 9 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 249 10 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 249 11 archival archival NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 249 12 repositories repository NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 249 13 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 249 14 e.g. e.g. RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 1 figshare).315 figshare).315 XX work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 2 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 3 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 4 who who WP work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 5 entered enter VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 6 “ " `` work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 7 other other JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 8 ” " '' work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 9 responses response NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 10 mentioned mention VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 11 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 12 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 13 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 14 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 15 backup backup JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 16 system system NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 17 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 18 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 19 lab,316 lab,316 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 20 organization organization NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 21 archive archive NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 22 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 23 e.g. e.g. RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 24 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 25 University University NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 26 server server NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 27 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 28 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 29 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 30 own own JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 31 PC pc NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 32 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 33 language language NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 34 package package NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 35 registry registry NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 36 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 37 CRAN CRAN NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 38 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 39 PyPi PyPi NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 40 or317 or317 VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 41 similar similar JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 42 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 43 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 44 Internal Internal NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 45 SVN SVN NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 46 repository repository NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 47 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 48 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 49 project project NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 50 specific specific JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 51 websites.318 websites.318 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 52 11/17 11/17 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 53 More More JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 54 than than IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 55 8 8 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 56 years year NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 57 without without IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 58 maintaining maintain VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 59 More More JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 60 than than IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 61 8 8 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 62 years year NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 63 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 64 maintained maintain VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 65 4−8 4−8 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 66 years year NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 67 0−3 0−3 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 68 years year NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 69 Until until IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 70 it -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 71 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 72 described describe VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 73 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 74 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 75 publication publication NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 76 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 77 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 78 10 10 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 79 20 20 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 80 30 30 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 81 40 40 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 82 50 50 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 83 41.4 41.4 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 84 21 21 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 85 19.8 19.8 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 86 10.5 10.5 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 87 7.4 7.4 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 88 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 89 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 90 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 91 How how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 92 long long RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 93 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 94 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 95 typically typically RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 96 save save VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 97 your -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 98 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 99 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 100 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 250 101 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 251 1 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 251 2 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 251 3 162 162 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 251 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 1 On on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 2 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 3 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 4 hosting host VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 5 site site NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 6 On on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 7 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 8 hard hard JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 9 drive drive NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 10 / / SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 11 external external JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 12 storage storage NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 13 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 14 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 15 cloud cloud NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 16 On on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 17 my -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 18 website website NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 19 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 20 an an DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 21 archival archival NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 22 repository repository NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 23 Other other JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 24 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 25 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 26 discipline discipline NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 27 specific specific JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 28 index index NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 29 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 30 registry registry NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 31 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 32 0 0 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 33 20 20 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 34 40 40 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 35 60 60 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 36 80 80 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 37 76.2 76.2 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 38 56.4 56.4 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 39 38.1 38.1 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 40 20.4 20.4 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 41 12.7 12.7 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 42 10.5 10.5 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 43 3.9 3.9 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 44 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 45 b b NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 46 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 47 Where where WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 48 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 49 you -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 50 save save VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 51 your -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 52 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 53 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 54 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 55 so so IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 56 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 57 it -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 58 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 59 preserved preserve VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 60 over over IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 61 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 62 long long JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 63 term term NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 252 64 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 253 1 N n NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 253 2 = = SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 253 3 182 182 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 253 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 254 1 Figure figure NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 254 2 9 9 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 254 3 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 255 1 76.2 76.2 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 255 2 % % NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 255 3 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 255 4 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 255 5 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 255 6 Github Github NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 255 7 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 255 8 preserving preserve VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 255 9 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 255 10 codes code NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 255 11 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 256 1 Note note VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 256 2 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 256 3 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 256 4 second second JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 256 5 question question NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 256 6 could could MD work_ygvsy3rrzbfqfd2zbo4b2ehohq 256 7 be be VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 256 8 answered answer VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 256 9 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 256 10 more more JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 256 11 than than IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 256 12 one one CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 256 13 choice choice NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 256 14 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 257 1 We -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 257 2 asked ask VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 257 3 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 257 4 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 257 5 define define VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 257 6 sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 257 7 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 257 8 preserving preserve VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 257 9 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 257 10 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 257 11 own own JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 257 12 words word NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 257 13 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 258 1 Their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 258 2 responses response NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 258 3 generally319 generally319 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 258 4 indicated indicate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 258 5 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 258 6 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 258 7 make make VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 258 8 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 258 9 distinction distinction NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 258 10 between between IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 258 11 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 258 12 two two CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 258 13 concepts concept NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 258 14 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 259 1 For for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 259 2 example example NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 259 3 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 259 4 one one CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 259 5 participant participant NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 259 6 stated320 stated320 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 259 7 succinctly succinctly RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 259 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 259 9 “ " `` work_ygvsy3rrzbfqfd2zbo4b2ehohq 259 10 sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 259 11 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 259 12 making make VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 259 13 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 259 14 available available JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 259 15 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 259 16 others other NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 259 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 259 18 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 259 19 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 259 20 readily readily RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 259 21 usable usable JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 259 22 form form NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 259 23 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 1 Preserving Preserving NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 2 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 3 ensuring321 ensuring321 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 4 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 5 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 6 extent extent NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 7 practical practical JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 8 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 9 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 10 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 11 will will MD work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 12 be be VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 13 usable usable JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 14 as as RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 15 far far RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 16 into into IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 17 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 18 future future NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 19 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 20 possible possible JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 21 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 22 ” " '' work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 23 However however RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 24 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 25 several322 several322 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 26 responses response NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 27 indicated indicate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 28 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 29 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 30 did do VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 31 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 32 necessarily necessarily RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 33 regard regard VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 34 preservation preservation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 35 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 36 an an DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 37 active active JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 38 process process NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 39 that323 that323 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 40 continues continue VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 41 even even RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 42 after after IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 43 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 44 conclusion conclusion NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 45 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 46 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 47 particular particular JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 48 project project NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 49 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 260 50 e.g. e.g. RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 261 1 “ " `` work_ygvsy3rrzbfqfd2zbo4b2ehohq 261 2 sharing share VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 261 3 means mean VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 261 4 giving give VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 261 5 access access NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 261 6 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 261 7 my -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 261 8 code324 code324 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 261 9 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 261 10 someone someone NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 261 11 else else RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 261 12 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 1 Preserving Preserving NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 2 means mean VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 3 placing place VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 4 my -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 5 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 6 somewhere somewhere RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 7 where where WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 8 it -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 9 can can MD work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 10 remain remain VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 11 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 12 I -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 13 will will MD work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 14 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 15 delete325 delete325 VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 16 it -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 17 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 18 save save VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 19 room room NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 20 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 21 lose lose VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 22 it -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 23 when when WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 24 I -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 25 switch switch VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 26 computers computer NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 27 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 28 suffer suffer VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 29 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 30 hard hard JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 31 drive drive NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 32 failure failure NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 33 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 34 ” " '' work_ygvsy3rrzbfqfd2zbo4b2ehohq 262 35 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 263 1 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 263 2 contrast contrast NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 263 3 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 263 4 other326 other326 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 263 5 responses response NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 263 6 indicated indicate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 263 7 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 263 8 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 263 9 were be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 263 10 aware aware JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 263 11 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 263 12 preservation preservation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 263 13 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 263 14 important important JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 263 15 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 263 16 reuse reuse NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 263 17 purpose purpose NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 263 18 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 263 19 had have VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 263 20 a327 a327 JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 263 21 knowledge knowledge NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 263 22 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 263 23 preservation preservation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 263 24 tools tool NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 263 25 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 1 For for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 2 example example NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 3 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 4 one one CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 5 researcher researcher NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 6 defined define VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 7 preserving preserve VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 8 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 9 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 10 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 11 “ " `` work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 12 branching328 branching328 `` work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 13 so so IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 14 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 15 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 16 remains remain VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 17 compatible compatible JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 18 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 19 different different JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 20 versions version NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 21 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 22 overarching overarching JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 23 libraries library NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 24 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 25 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 26 my -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 27 case case NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 28 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 29 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 30 with329 with329 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 31 new new JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 32 coding code VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 33 standards standard NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 34 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 35 compilers compiler NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 36 ” " '' work_ygvsy3rrzbfqfd2zbo4b2ehohq 264 37 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 265 1 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 265 2 another another DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 265 3 stated state VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 265 4 “ " `` work_ygvsy3rrzbfqfd2zbo4b2ehohq 265 5 Preserving Preserving NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 265 6 should should MD work_ygvsy3rrzbfqfd2zbo4b2ehohq 265 7 be be VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 265 8 done do VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 265 9 via via IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 265 10 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 265 11 system system NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 265 12 like330 like330 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 265 13 LOCKSS LOCKSS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 265 14 that that WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 265 15 ensures ensure VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 265 16 that that WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 265 17 provides provide VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 265 18 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 265 19 redundancy redundancy NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 265 20 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 1 Sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 2 can can MD work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 3 be be VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 4 done do VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 5 via via IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 6 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 7 web web NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 9 but but CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 10 must must MD work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 11 include include VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 12 a331 a331 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 13 license license NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 14 so so IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 15 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 16 recipients recipient NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 17 know know VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 18 about about IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 19 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 20 rights right NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 21 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 22 ”332 ”332 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 23 8 8 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 24 DISCUSSION333 DISCUSSION333 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 25 Scholars Scholars NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 26 throughout throughout IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 27 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 28 humanities humanity NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 29 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 30 sciences science NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 31 depend depend VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 32 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 33 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 34 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 35 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 36 wide wide JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 37 variety variety NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 38 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 39 purposes,334 purposes,334 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 40 including include VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 41 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 42 collection collection NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 43 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 44 analysis analysis NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 45 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 46 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 47 visualization visualization NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 48 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 49 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 50 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 51 Borgman Borgman NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 52 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 53 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 266 54 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 267 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 267 2 2012 2012 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 267 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 267 4 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 267 5 Hey hey UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 267 6 et et FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 267 7 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 267 8 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 2 2009)).335 2009)).335 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 3 Though though IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 4 ubiquitous ubiquitous JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 6 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 7 presents present VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 8 significant significant JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 9 challenges challenge NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 10 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 11 efforts effort NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 12 aimed aim VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 13 at at IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 14 ensuring ensure VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 15 reproducibility.336 reproducibility.336 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 16 Our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 17 results result NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 18 demonstrate demonstrate VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 19 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 20 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 21 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 22 only only RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 23 create create VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 24 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 25 use use VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 26 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 27 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 28 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 29 wide wide JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 30 variety variety NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 31 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 32 forms form NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 33 and337 and337 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 34 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 35 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 36 wide wide JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 37 variety variety NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 38 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 39 purposes purpose NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 40 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 41 but but CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 42 also also RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 43 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 44 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 45 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 46 - - HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 47 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 48 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 49 are be VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 50 often often RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 51 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 52 completely completely RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 53 in338 in338 VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 54 line line NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 55 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 56 those those DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 57 associated associate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 58 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 59 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 268 60 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 269 1 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 269 2 particular particular JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 269 3 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 269 4 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 269 5 results result NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 269 6 demonstrate demonstrate VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 269 7 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 269 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 269 9 while while IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 269 10 scholars339 scholars339 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 269 11 often often RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 269 12 save save VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 269 13 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 269 14 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 269 15 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 269 16 long long JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 269 17 periods period NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 269 18 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 269 19 time time NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 269 20 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 269 21 many many JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 269 22 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 269 23 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 269 24 actively actively RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 269 25 preserve preserve VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 269 26 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 269 27 maintain maintain VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 269 28 it -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 269 29 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 1 This340 this340 JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 2 perspective perspective NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 3 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 4 perhaps perhaps RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 5 best well RBS work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 6 encapsulated encapsulate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 7 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 8 one one CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 9 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 10 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 11 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 12 who who WP work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 13 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 14 when when WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 15 completing complete VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 16 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 17 open341 open341 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 18 response response NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 19 question question NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 20 about about IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 21 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 22 definition definition NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 23 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 24 sharing share VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 25 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 26 preserving preserve VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 27 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 28 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 29 wrote write VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 30 “ " `` work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 31 Sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 32 means mean VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 33 making342 making342 VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 34 it -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 35 publicly publicly RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 36 available available JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 37 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 38 Github Github NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 270 39 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 271 1 Preserving preserving NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 271 2 means mean VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 271 3 leaving leave VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 271 4 it -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 271 5 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 271 6 GitHub GitHub NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 271 7 ” " '' work_ygvsy3rrzbfqfd2zbo4b2ehohq 271 8 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 1 We -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 2 share share VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 3 this this DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 4 anecdote anecdote NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 5 not343 not343 , work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 6 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 7 criticize criticize VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 8 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 9 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 10 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 11 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 12 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 13 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 14 but but CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 15 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 16 illustrate illustrate VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 17 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 18 outstanding outstanding JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 19 need need NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 20 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 21 support support NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 22 services344 services344 VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 23 related related JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 24 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 25 software.345 software.345 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 26 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 27 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 28 broader broad JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 29 scholarly scholarly JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 30 communications communication NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 31 space space NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 32 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 33 there there EX work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 34 are be VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 35 several several JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 36 prominent prominent JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 37 frameworks framework NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 38 that that WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 39 relate relate VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 40 to346 to346 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 41 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 42 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 43 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 44 scholarly scholarly JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 45 outputs output NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 272 46 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 1 As as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 2 part part NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 3 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 4 an an DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 5 effort effort NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 6 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 7 advance advance VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 8 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 9 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 10 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 11 “ " `` work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 12 first first JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 13 class class NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 14 ” " '' work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 15 research347 research347 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 16 product product NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 18 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 19 FAIR FAIR NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 20 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 21 Findable findable JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 22 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 23 Accessible accessible JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 24 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 25 Interoperable interoperable JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 26 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 27 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 28 Reusable reusable JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 29 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 30 guidelines guideline NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 31 provide provide VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 32 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 33 measurable348 measurable348 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 34 set set NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 35 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 36 principles principle NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 37 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 38 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 39 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 40 management management NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 41 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 42 sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 43 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 44 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 45 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 46 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 47 Wilkinson Wilkinson NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 48 et et FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 49 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 273 50 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 274 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 274 2 2016)).349 2016)).349 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 274 3 12/17 12/17 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 274 4 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 274 5 FAIR FAIR NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 274 6 principles principle NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 274 7 are be VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 274 8 general general JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 274 9 enough enough RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 274 10 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 274 11 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 274 12 can can MD work_ygvsy3rrzbfqfd2zbo4b2ehohq 274 13 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 274 14 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 274 15 some some DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 274 16 modification modification NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 274 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 274 18 also also RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 274 19 be be VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 274 20 applied apply VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 274 21 to350 to350 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 274 22 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 274 23 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 274 24 Jimenez Jimenez NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 274 25 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 274 26 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 274 27 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 275 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 275 2 2017 2017 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 275 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 275 4 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 275 5 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 276 1 At at IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 276 2 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 276 3 level level NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 276 4 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 276 5 scholarly scholarly JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 276 6 publications publication NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 276 7 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 276 8 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 276 9 TOP TOP NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 276 10 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 276 11 Transparency Transparency NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 276 12 and351 and351 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 276 13 Openness Openness NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 276 14 Promotion Promotion NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 276 15 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 276 16 guidelines guideline NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 276 17 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 276 18 Nosek Nosek NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 276 19 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 276 20 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 276 21 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 277 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 277 2 2015 2015 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 277 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 277 4 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 277 5 addresses address VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 277 6 citation citation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 277 7 standards standard NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 277 8 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 277 9 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 277 10 availability availability NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 277 11 of352 of352 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 277 12 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 277 13 materials material NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 277 14 including include VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 277 15 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 277 16 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 277 17 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 277 18 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 278 1 A a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 278 2 supplement supplement NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 278 3 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 278 4 TOP TOP NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 278 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 278 6 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 278 7 Reproducibility Reproducibility NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 278 8 Enhancement353 Enhancement353 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 278 9 Principles Principles NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 278 10 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 278 11 REP REP NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 278 12 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 278 13 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 278 14 Stodden Stodden NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 278 15 et et NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 278 16 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 278 17 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 279 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 279 2 2016 2016 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 279 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 279 4 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 279 5 specifically specifically RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 279 6 targets target VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 279 7 disclosure disclosure NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 279 8 issues issue NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 279 9 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 279 10 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 279 11 computation354 computation354 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 279 12 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 279 13 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 279 14 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 1 However however RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 2 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 3 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 4 results result NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 5 support support VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 6 previous previous JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 7 work work NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 8 indicating indicate VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 9 that that DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 10 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 11 still still RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 12 mostly mostly RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 13 exists355 exists355 UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 14 outside outside IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 15 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 16 reputation reputation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 17 economy economy NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 18 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 19 science science NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 20 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 21 Howison Howison NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 22 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 23 Herbsleb Herbsleb NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 24 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 25 2011 2011 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 26 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 27 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 28 which which WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 29 indicates indicate VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 30 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 31 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 32 more356 more356 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 33 education education NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 34 - - HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 35 based base VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 36 approach approach NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 37 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 38 that that WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 39 provides provide VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 40 guidance guidance NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 41 about about IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 42 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 43 before before IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 44 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 45 publication publication NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 46 stage stage NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 47 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 48 necessary.357 necessary.357 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 49 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 50 majority majority NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 51 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 52 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 53 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 54 indicated indicate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 55 that that DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 56 view view NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 57 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 58 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 59 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 60 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 61 “ " `` work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 62 first first JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 63 class class NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 64 ” " '' work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 65 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 66 product,358 product,358 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 67 that that WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 68 should should MD work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 69 be be VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 70 assessed assess VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 71 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 72 valued value VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 73 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 74 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 75 shared share VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 76 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 77 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 78 same same JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 79 way way NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 80 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 81 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 82 journal journal NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 83 article article NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 280 84 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 281 1 However however RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 281 2 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 281 3 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 281 4 results359 results359 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 281 5 also also RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 281 6 indicate indicate VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 281 7 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 281 8 there there EX work_ygvsy3rrzbfqfd2zbo4b2ehohq 281 9 remains remain VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 281 10 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 281 11 significant significant JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 281 12 gap gap NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 281 13 between between IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 281 14 this this DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 281 15 perception perception NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 281 16 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 281 17 actual actual JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 281 18 practice practice NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 281 19 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 1 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 2 fact360 fact360 NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 3 that that WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 4 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 5 participants participant NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 6 indicated indicate VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 7 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 8 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 9 create create VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 10 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 11 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 12 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 13 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 14 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 15 wide wide JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 16 variety variety NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 17 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 18 forms form NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 19 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 20 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 21 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 22 wide361 wide361 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 23 variety variety NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 24 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 25 purposes purpose NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 26 demonstrates demonstrate VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 27 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 28 significant significant JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 29 technical technical JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 30 challenges challenge NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 31 inherent inherent JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 32 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 33 ensuring ensure VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 34 computational362 computational362 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 35 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 282 36 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 1 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 2 contrast contrast NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 3 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 4 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 5 lack lack NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 6 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 7 active active JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 8 preservation preservation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 9 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 10 tendency tendency NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 11 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 12 share share VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 13 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 14 outside363 outside363 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 15 traditional traditional JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 16 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 17 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 18 measurable measurable JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 19 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 20 scholarly scholarly JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 21 communications communication NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 22 channels channel NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 23 displayed display VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 24 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 25 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 26 sample sample NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 27 demonstrates364 demonstrates364 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 28 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 29 social social JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 30 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 31 behavioral behavioral JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 32 challenges challenge NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 283 33 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 284 1 A a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 284 2 significant significant JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 284 3 difficulty difficulty NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 284 4 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 284 5 ensuring ensure VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 284 6 computational computational JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 284 7 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 284 8 is365 is365 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 284 9 that that WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 284 10 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 284 11 oftentimes oftentimes RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 284 12 do do VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 284 13 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 284 14 treat treat VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 284 15 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 284 16 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 284 17 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 284 18 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 284 19 “ " `` work_ygvsy3rrzbfqfd2zbo4b2ehohq 284 20 first first JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 284 21 class class NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 284 22 ” " '' work_ygvsy3rrzbfqfd2zbo4b2ehohq 284 23 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 284 24 product product NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 284 25 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 1 These these DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 2 findings366 findings366 PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 3 reinforce reinforce VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 4 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 5 need need NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 6 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 7 programs program NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 8 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 9 train train VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 10 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 11 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 12 how how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 13 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 14 maintain maintain VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 15 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 16 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 17 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 18 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 19 active active JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 20 phase phase NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 21 of367 of367 VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 22 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 23 research.368 research.368 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 24 At at IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 25 present present NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 26 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 27 there there EX work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 28 are be VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 29 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 30 number number NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 31 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 32 initiatives initiative NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 33 focused focus VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 34 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 35 addressing address VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 36 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 37 preservation preservation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 38 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 39 reproducibility369 reproducibility369 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 40 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 41 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 285 42 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 286 1 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 286 2 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 286 3 United United NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 286 4 States States NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 286 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 286 6 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 286 7 Software Software NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 286 8 Preservation Preservation NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 286 9 Network Network NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 286 10 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 286 11 SPN SPN NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 286 12 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 286 13 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 286 14 Meyerson Meyerson NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 286 15 et et FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 286 16 al al NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 286 17 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 287 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 287 2 2017))370 2017))370 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 287 3 represents represent VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 287 4 an an DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 287 5 effort effort NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 287 6 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 287 7 coordinate coordinate VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 287 8 efforts effort NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 287 9 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 287 10 ensure ensure VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 287 11 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 287 12 long long JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 287 13 - - HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 287 14 term term NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 287 15 access access NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 287 16 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 287 17 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 287 18 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 1 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 2 focus focus NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 3 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 4 SPN SPN NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 5 is371 is371 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 6 generally generally RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 7 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 8 cultural cultural JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 9 heritage heritage NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 10 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 11 rather rather RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 12 than than IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 13 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 14 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 15 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 16 but but CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 17 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 18 work work NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 19 delineating delineate VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 20 issues372 issues372 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 21 related related JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 22 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 23 metadata metadata NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 24 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 25 governance governance NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 26 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 27 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 28 technical technical JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 29 infrastructure infrastructure NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 30 has have VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 31 substantial substantial JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 32 overlap overlap NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 33 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 34 what what WP work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 35 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 36 required373 required373 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 37 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 38 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 39 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 288 40 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 1 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 2 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 3 United United NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 4 Kingdom Kingdom NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 6 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 7 Software Software NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 8 Sustainability Sustainability NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 9 Institute Institute NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 10 trains train VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 11 researchers374 researchers374 UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 12 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 13 how how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 14 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 15 develop develop VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 16 better well JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 17 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 18 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 19 make make VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 20 better well JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 21 use use NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 22 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 23 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 24 supporting support VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 25 infrastructure infrastructure NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 26 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 27 Crouch Crouch NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 28 et et NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 29 al.375 al.375 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 30 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 31 2013 2013 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 32 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 33 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 289 34 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 1 Befitting befit VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 2 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 3 necessity necessity NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 4 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 5 training training NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 6 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 7 preservation preservation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 8 indicated indicate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 9 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 10 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 11 study study NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 12 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 13 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 14 similar similar JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 15 effort effort NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 16 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 17 the376 the376 ADD work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 18 US US NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 19 Software Software NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 20 Sustainability Sustainability NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 21 Initiative Initiative NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 22 was be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 23 recently recently RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 24 awarded award VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 25 funding funding NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 26 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 27 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 28 National National NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 29 Science Science NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 30 Foundation377 Foundation377 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 31 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 32 NSF NSF NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 33 Award Award NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 34 # # $ work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 35 1743188 1743188 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 36 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 290 37 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 1 While while IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 2 it -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 3 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 4 likely likely RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 5 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 6 possible possible JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 7 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 8 academic academic JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 9 institutions institution NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 10 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 11 offer offer VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 12 support support NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 13 services378 services378 IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 14 that that WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 15 cover cover VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 16 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 17 broad broad JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 18 range range NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 19 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 20 programming programming NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 21 languages language NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 22 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 23 applications application NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 24 described describe VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 25 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 26 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 27 survey survey NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 28 results,379 results,379 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 29 collaborating collaborate VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 30 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 31 such such JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 32 groups group NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 33 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 34 create create VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 35 guidance guidance NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 36 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 37 best good JJS work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 38 practice practice NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 39 recommendations recommendation NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 40 may may MD work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 41 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 42 feasible feasible JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 43 first380 first380 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 44 step step NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 45 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 46 engaging engage VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 47 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 48 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 49 about about IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 50 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 51 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 52 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 53 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 54 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 55 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 56 same same JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 57 manner manner NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 58 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 59 many many JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 60 research381 research381 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 61 data data NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 62 management management NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 63 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 64 RDM RDM NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 65 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 66 initiatives initiative NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 67 now now RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 68 engage engage VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 69 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 70 them -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 71 about about IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 72 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 73 data.382 data.382 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 74 While while IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 75 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 76 stakeholders stakeholder NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 77 including include VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 78 academic academic JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 79 institutions institution NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 80 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 81 publishers publisher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 82 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 83 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 84 funders funder NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 85 have have VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 86 an an DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 87 interest383 interest383 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 88 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 89 tackling tackle VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 90 issues issue NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 91 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 92 computational computational JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 93 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 94 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 95 order order NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 96 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 97 ensure ensure VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 98 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 99 integrity integrity NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 100 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 101 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 102 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 103 process,384 process,384 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 104 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 105 results result NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 106 demonstrate demonstrate VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 107 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 108 complexity complexity NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 109 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 110 doing do VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 111 so so RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 291 112 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 1 One one CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 2 participant participant NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 3 summed sum VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 4 up up RP work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 5 why why WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 6 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 7 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 8 could could MD work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 9 not385 not385 RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 10 be be VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 11 made make VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 12 re re JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 13 - - JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 14 usable usable JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 15 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 16 “ " `` work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 17 Most Most JJS work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 18 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 19 my -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 20 coding coding NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 21 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 22 project project NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 23 specific specific JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 24 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 25 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 26 reusable reusable JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 27 between between IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 28 projects project NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 29 because because IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 30 the386 the386 DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 31 datasets dataset NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 32 I -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 33 encounter encounter VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 34 are be VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 35 very very RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 36 variable variable JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 292 37 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 1 I -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 2 typically typically RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 3 only only RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 4 generate generate VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 5 packages package NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 6 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 7 tasks task NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 8 such such JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 9 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 10 getting get VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 11 data387 data387 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 12 from from IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 13 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 14 database database NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 15 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 16 e.g. e.g. RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 18 PubMed PubMed NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 19 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 20 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 21 keeping keep VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 22 RMarkdown rmarkdown JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 23 templates template NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 24 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 25 an an DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 26 orderly orderly JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 27 way way NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 28 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 29 ”388 ”388 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 30 9 9 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 31 CONCLUSION conclusion NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 32 AND and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 33 FUTURE future NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 34 WORK389 WORK389 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 35 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 36 this this DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 37 paper paper NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 38 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 39 we -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 40 introduced introduce VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 41 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 42 results result NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 43 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 44 surveying survey VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 45 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 46 across across IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 47 different different JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 48 institution institution NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 49 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 50 software390 software390 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 51 usage usage NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 52 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 53 sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 54 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 55 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 56 preservation preservation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 293 57 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 294 1 We -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 294 2 also also RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 294 3 checked check VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 294 4 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 294 5 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 294 6 used use VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 294 7 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 294 8 manage manage VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 294 9 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 294 10 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 294 11 ensuring391 ensuring391 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 294 12 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 294 13 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 294 14 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 294 15 integrity integrity NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 294 16 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 294 17 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 294 18 scientific scientific JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 294 19 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 294 20 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 1 Our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 2 results result NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 3 point point VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 4 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 5 several several JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 6 interesting interesting JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 7 trends392 trends392 FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 8 including include VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 9 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 10 widespread widespread JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 11 writing writing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 12 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 13 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 14 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 15 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 16 use use NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 17 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 18 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 19 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 20 written write VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 21 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 22 others other NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 23 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 24 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 25 variety393 variety393 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 26 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 27 programming programming NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 28 languages language NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 29 used use VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 30 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 31 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 32 lack lack NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 33 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 34 consistency consistency NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 35 even even RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 36 within within IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 37 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 38 same same JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 39 lab lab NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 40 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 41 research394 research394 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 42 group group NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 43 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 44 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 45 use use NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 46 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 47 open open JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 48 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 49 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 50 over over IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 51 commercial commercial JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 52 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 53 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 54 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 55 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 56 adoption adoption NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 57 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 58 some some DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 59 practices395 practices395 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 60 assure assure NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 61 computational computational JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 62 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 63 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 64 such such JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 65 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 66 adding add VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 67 comments comment NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 68 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 69 documentation documentation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 70 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 71 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 72 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 73 but but CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 74 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 75 others,396 others,396 VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 76 specifically specifically RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 77 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 78 general general JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 79 lack lack NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 80 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 81 active active JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 82 preservation preservation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 295 83 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 296 1 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 296 2 findings finding NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 296 3 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 296 4 this this DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 296 5 paper paper NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 296 6 inform inform NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 296 7 ongoing ongoe VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 296 8 conversations397 conversations397 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 296 9 about about IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 296 10 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 296 11 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 296 12 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 296 13 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 296 14 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 296 15 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 296 16 current current JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 296 17 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 296 18 around around IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 296 19 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 296 20 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 296 21 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 1 This this DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 2 will398 will398 MD work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 3 help help VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 4 service service NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 5 providers provider NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 6 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 7 deliver deliver VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 8 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 9 right right JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 10 tools tool NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 11 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 12 systems system NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 13 that that WDT work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 14 help help VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 15 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 16 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 17 manage manage VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 18 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 19 code399 code399 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 20 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 21 help help VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 22 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 23 ensuring ensure VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 24 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 25 integrity integrity NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 26 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 27 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 28 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 29 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 30 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 31 scholarly scholarly JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 32 ecosystem.400 ecosystem.400 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 33 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 34 present present JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 35 study study NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 36 was be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 37 designed design VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 38 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 39 capture capture VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 40 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 41 broad broad JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 42 picture picture NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 43 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 44 how how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 45 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 46 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 47 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 48 share share VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 49 their401 their401 IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 50 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 297 51 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 298 1 For for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 298 2 this this DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 298 3 reason reason NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 298 4 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 298 5 we -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 298 6 were be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 298 7 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 298 8 able able JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 298 9 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 298 10 provide provide VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 298 11 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 298 12 particularly particularly RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 298 13 granular granular JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 298 14 picture picture NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 298 15 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 298 16 how how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 298 17 individual402 individual402 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 298 18 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 298 19 relate relate VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 298 20 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 298 21 reproducible reproducible VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 298 22 science science NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 298 23 outcomes outcome NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 298 24 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 1 For for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 2 example example NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 3 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 4 while while IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 5 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 6 majority majority NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 7 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 8 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 9 participants403 participants403 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 10 13/17 13/17 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 11 responded respond VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 12 that that IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 13 they -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 14 include include VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 15 comments comment NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 16 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 17 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 18 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 19 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 20 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 21 generate generate VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 22 documentation documentation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 23 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 24 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 25 software,404 software,404 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 26 we -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 27 were be VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 28 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 29 able able JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 30 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 31 make make VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 32 any any DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 33 judgment judgment NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 34 about about IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 35 whether whether IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 36 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 37 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 38 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 39 contents content NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 40 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 41 these these DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 42 comments comment NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 43 and405 and405 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 44 documentation documentation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 45 are be VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 46 sufficient sufficient JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 47 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 48 ensure ensure VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 49 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 299 50 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 300 1 Follow follow VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 300 2 up up RP work_ygvsy3rrzbfqfd2zbo4b2ehohq 300 3 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 300 4 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 300 5 needed need VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 300 6 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 300 7 order order NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 300 8 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 300 9 gain gain VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 300 10 a406 a406 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 300 11 more more RBR work_ygvsy3rrzbfqfd2zbo4b2ehohq 300 12 nuanced nuance VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 300 13 understanding understanding NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 300 14 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 300 15 how how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 300 16 processes process NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 300 17 related relate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 300 18 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 300 19 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 300 20 creation creation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 300 21 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 300 22 use use NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 300 23 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 300 24 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 300 25 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 300 26 relate407 relate407 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 300 27 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 300 28 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 300 29 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 1 However however RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 2 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 3 despite despite IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 4 these these DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 5 limitations limitation NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 6 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 7 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 8 results result NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 9 indicate indicate VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 10 several several JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 11 potential potential JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 12 directions direction NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 13 for408 for408 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 14 future future JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 15 library library NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 16 services service NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 17 centered center VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 18 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 19 helping help VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 20 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 21 create create VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 22 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 23 use use VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 24 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 25 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 26 share share VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 27 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 28 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 29 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 30 assure409 assure409 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 31 computational computational JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 32 reproducibility.410 reproducibility.410 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 33 ACKNOWLEDGMENTS411 ACKNOWLEDGMENTS411 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 34 We -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 35 would would MD work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 36 like like VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 37 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 38 thank thank VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 39 our -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 40 colleagues colleague NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 41 at at IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 42 UC UC NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 43 Berkeley Berkeley NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 44 Library Library NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 45 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 46 California California NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 47 Digital Digital NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 48 Library Library NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 49 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 50 their412 their412 FW work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 51 valuable valuable JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 52 suggestions suggestion NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 53 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 54 insightful insightful JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 55 comments comment NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 56 throughout throughout IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 57 this this DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 58 project.413 project.413 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 59 REFERENCES414 REFERENCES414 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 60 AlNoamany AlNoamany NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 61 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 62 Y. Y. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 63 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 64 Borghi Borghi NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 65 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 301 66 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 302 1 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 303 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 303 2 2018a 2018a CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 303 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 303 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 304 1 Data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 304 2 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 304 3 Researcher researcher NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 304 4 perspectives perspective VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 304 5 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 304 6 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 304 7 use use NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 304 8 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 304 9 sharing share VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 304 10 of415 of415 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 304 11 software.416 software.416 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 304 12 AlNoamany AlNoamany NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 304 13 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 304 14 Y. Y. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 304 15 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 304 16 Borghi Borghi NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 304 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 304 18 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 305 1 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 306 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 306 2 2018b 2018b LS work_ygvsy3rrzbfqfd2zbo4b2ehohq 306 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 306 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 307 1 Software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 307 2 study study NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 307 3 code.417 code.417 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 307 4 Barnes Barnes NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 307 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 307 6 N. N. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 307 7 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 307 8 2010 2010 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 307 9 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 307 10 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 308 1 Publish publish VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 308 2 your -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 308 3 computer computer NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 308 4 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 308 5 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 308 6 it -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 308 7 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 308 8 good good JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 308 9 enough enough RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 308 10 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 309 1 Nature nature NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 309 2 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 309 3 467(7317):753–753.418 467(7317):753–753.418 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 309 4 Boettiger Boettiger NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 309 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 309 6 C. C. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 309 7 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 309 8 2015 2015 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 309 9 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 309 10 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 310 1 An an DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 310 2 introduction introduction NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 310 3 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 310 4 docker docker VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 310 5 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 310 6 reproducible reproducible NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 310 7 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 310 8 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 311 1 ACM ACM NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 311 2 SIGOPS SIGOPS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 311 3 Operating419 Operating419 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 311 4 Systems Systems NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 311 5 Review Review NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 311 6 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 311 7 49(1):71–79.420 49(1):71–79.420 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 311 8 Borgman Borgman NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 311 9 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 311 10 C. C. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 311 11 L. L. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 311 12 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 311 13 Wallis Wallis NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 311 14 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 311 15 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 311 16 C. C. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 311 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 311 18 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 311 19 Mayernik Mayernik NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 311 20 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 311 21 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 311 22 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 311 23 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 311 24 2012 2012 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 311 25 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 311 26 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 312 1 Who who WP work_ygvsy3rrzbfqfd2zbo4b2ehohq 312 2 ’s ’ VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 312 3 got get VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 312 4 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 312 5 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 312 6 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 313 1 interdependencies interdependencies NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 313 2 in421 in421 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 313 3 science science NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 313 4 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 313 5 technology technology NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 313 6 collaborations collaboration NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 313 7 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 314 1 Computer computer NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 314 2 Supported support VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 314 3 Cooperative Cooperative NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 314 4 Work work NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 314 5 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 314 6 CSCW CSCW NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 314 7 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 314 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 314 9 21(6):485–422 21(6):485–422 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 314 10 523.423 523.423 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 314 11 Chirigati Chirigati NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 314 12 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 314 13 F. F. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 314 14 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 314 15 Shasha Shasha NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 314 16 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 314 17 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 314 18 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 314 19 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 314 20 Freire Freire NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 314 21 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 314 22 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 315 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 315 2 2013 2013 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 315 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 315 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 316 1 Reprozip reprozip NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 316 2 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 316 3 Using use VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 316 4 provenance provenance NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 316 5 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 316 6 support support VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 316 7 computational424 computational424 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 316 8 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 316 9 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 317 1 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 317 2 Proceedings proceeding NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 317 3 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 317 4 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 317 5 5th 5th JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 317 6 USENIX USENIX NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 317 7 Workshop Workshop NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 317 8 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 317 9 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 317 10 Theory Theory NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 317 11 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 317 12 Practice Practice NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 317 13 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 317 14 Provenance,425 provenance,425 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 317 15 TaPP TaPP NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 317 16 ’ ' '' work_ygvsy3rrzbfqfd2zbo4b2ehohq 317 17 13 13 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 317 18 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 317 19 pages page NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 317 20 1–4 1–4 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 317 21 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 1 USENIX USENIX NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 2 Association.426 Association.426 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 3 Crouch Crouch NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 4 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 5 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 6 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 7 Hong Hong NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 9 N. N. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 10 C. C. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 11 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 12 Hettrick Hettrick NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 13 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 14 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 15 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 16 Jackson Jackson NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 18 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 19 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 20 Pawlik Pawlik NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 21 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 22 A. a. NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 23 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 24 Sufi Sufi NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 25 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 26 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 27 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 28 Carr Carr NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 29 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 30 L. L. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 31 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 32 Roure Roure NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 33 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 34 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 35 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 36 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 37 Goble Goble NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 38 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 39 C.,427 C.,427 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 40 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 41 Parsons Parsons NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 42 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 43 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 44 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 45 2013 2013 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 46 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 318 47 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 319 1 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 319 2 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 319 3 sustainability sustainability NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 319 4 institute institute NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 319 5 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 319 6 Changing change VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 319 7 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 319 8 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 319 9 attitudes attitude NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 319 10 and428 and428 SYM work_ygvsy3rrzbfqfd2zbo4b2ehohq 319 11 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 319 12 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 1 Computing compute VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 2 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 3 Science Science NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 4 & & CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 5 Engineering Engineering NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 6 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 7 15(6):74–80.429 15(6):74–80.429 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 8 Eglen Eglen NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 9 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 10 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 11 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 12 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 13 Marwick Marwick NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 14 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 15 B. B. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 16 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 17 Halchenko Halchenko NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 18 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 19 Y. Y. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 20 O. O. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 21 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 22 Hanke Hanke NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 23 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 24 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 25 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 26 Sufi Sufi NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 27 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 28 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 29 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 30 Gleeson Gleeson NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 31 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 32 P. P. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 33 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 34 Silver Silver NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 35 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 36 R. R. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 37 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 38 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 39 Davison Davison NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 40 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 41 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 42 P.,430 P.,430 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 43 Lanyon Lanyon NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 44 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 45 L. L. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 46 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 47 Abrams Abrams NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 48 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 49 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 50 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 51 Wachtler Wachtler NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 52 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 53 T. T. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 54 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 55 Willshaw Willshaw NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 56 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 57 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 58 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 59 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 60 Pouzat Pouzat NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 61 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 62 C. C. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 63 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 64 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 65 Poline Poline NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 66 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 320 67 J.-B. J.-B. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 321 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 321 2 2017 2017 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 321 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 321 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 322 1 Toward431 Toward431 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 322 2 standard standard JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 322 3 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 322 4 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 322 5 sharing share VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 322 6 computer computer NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 322 7 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 322 8 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 322 9 programs program NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 322 10 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 322 11 neuroscience neuroscience NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 322 12 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 323 1 Nature nature NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 323 2 Neuroscience,432 neuroscience,432 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 323 3 20:770.433 20:770.433 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 323 4 Fecher Fecher NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 323 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 323 6 B. B. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 323 7 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 323 8 Friesike Friesike NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 323 9 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 323 10 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 323 11 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 323 12 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 323 13 Hebing Hebing NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 323 14 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 323 15 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 323 16 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 323 17 2015 2015 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 323 18 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 323 19 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 324 1 What what WP work_ygvsy3rrzbfqfd2zbo4b2ehohq 324 2 drives drive VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 324 3 academic academic JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 324 4 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 324 5 sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 324 6 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 325 1 PLOS plos VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 325 2 ONE,434 ONE,434 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 325 3 10(2):1–25.435 10(2):1–25.435 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 325 4 Goble goble JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 325 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 325 6 C. C. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 325 7 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 325 8 2014 2014 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 325 9 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 325 10 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 326 1 Better well JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 326 2 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 326 3 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 326 4 better well JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 326 5 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 326 6 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 327 1 IEEE IEEE NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 327 2 Internet internet NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 327 3 Computing computing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 327 4 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 327 5 18(5):4–8.436 18(5):4–8.436 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 327 6 Goodman Goodman NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 327 7 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 327 8 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 327 9 N. N. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 327 10 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 327 11 Fanelli Fanelli NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 327 12 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 327 13 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 327 14 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 327 15 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 327 16 Ioannidis Ioannidis NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 327 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 327 18 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 327 19 P. P. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 327 20 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 328 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 328 2 2016 2016 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 328 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 328 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 329 1 What what WP work_ygvsy3rrzbfqfd2zbo4b2ehohq 329 2 does do VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 329 3 research research VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 329 4 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 329 5 mean?437 mean?437 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 329 6 Science Science NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 329 7 Translational Translational NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 329 8 Medicine Medicine NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 329 9 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 329 10 8(341):341ps12–341ps12.438 8(341):341ps12–341ps12.438 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 329 11 Hafer Hafer NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 329 12 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 329 13 L. L. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 329 14 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 329 15 Kirkpatrick Kirkpatrick NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 329 16 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 329 17 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 329 18 E. E. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 329 19 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 329 20 2009 2009 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 329 21 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 329 22 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 1 Assessing assess VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 2 open open JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 3 source source NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 4 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 5 as as IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 6 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 7 scholarly scholarly JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 8 contribution.439 contribution.439 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 9 Communications Communications NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 10 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 11 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 12 ACM ACM NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 13 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 14 52(12):126–129.440 52(12):126–129.440 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 15 Hannay Hannay NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 16 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 17 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 18 E. E. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 19 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 20 MacLeod MacLeod NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 21 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 22 C. C. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 23 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 24 Singer Singer NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 25 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 26 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 27 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 28 Langtangen Langtangen NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 29 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 30 H. H. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 31 P. P. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 32 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 33 Pfahl Pfahl NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 34 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 35 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 36 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 37 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 38 Wilson Wilson NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 39 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 40 G. G. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 41 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 42 2009 2009 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 43 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 330 44 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 331 1 How how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 331 2 do441 do441 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 331 3 scientists scientist NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 331 4 develop develop VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 331 5 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 331 6 use use VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 331 7 scientific scientific JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 331 8 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 331 9 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 332 1 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 332 2 Proceedings Proceedings NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 332 3 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 332 4 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 332 5 2009 2009 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 332 6 ICSE ICSE NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 332 7 Workshop Workshop NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 332 8 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 332 9 Software442 Software442 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 332 10 Engineering Engineering NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 332 11 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 332 12 Computational Computational NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 332 13 Science Science NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 332 14 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 332 15 Engineering Engineering NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 332 16 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 332 17 SECSE SECSE NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 332 18 ’ ' '' work_ygvsy3rrzbfqfd2zbo4b2ehohq 332 19 09 09 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 332 20 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 332 21 pages page NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 332 22 1–8 1–8 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 332 23 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 333 1 IEEE IEEE NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 333 2 Computer443 Computer443 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 333 3 Society.444 Society.444 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 333 4 Hey Hey NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 333 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 333 6 T. T. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 333 7 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 333 8 Tansley Tansley NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 333 9 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 333 10 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 333 11 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 333 12 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 333 13 Tolle Tolle NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 333 14 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 333 15 K. K. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 333 16 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 333 17 2009 2009 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 333 18 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 333 19 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 334 1 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 334 2 Fourth Fourth NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 334 3 Paradigm Paradigm NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 334 4 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 334 5 Data data NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 334 6 - - HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 334 7 Intensive intensive JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 334 8 Scientific Scientific NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 334 9 Discovery.445 Discovery.445 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 334 10 Microsoft Microsoft NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 334 11 Research.446 Research.446 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 334 12 Hong Hong NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 334 13 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 334 14 N. N. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 334 15 C. C. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 334 16 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 334 17 2011 2011 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 334 18 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 334 19 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 335 1 Digital digital JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 335 2 preservation preservation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 335 3 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 335 4 curation curation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 335 5 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 335 6 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 335 7 danger danger NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 335 8 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 335 9 overlooking overlook VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 335 10 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 335 11 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 336 1 The447 The447 NFP work_ygvsy3rrzbfqfd2zbo4b2ehohq 336 2 Preservation Preservation NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 336 3 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 336 4 Complex Complex NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 336 5 Objects Objects NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 336 6 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 336 7 page page NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 336 8 25.448 25.448 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 336 9 Hong Hong NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 336 10 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 336 11 N. N. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 336 12 C. C. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 336 13 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 336 14 2014 2014 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 336 15 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 336 16 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 337 1 Dealing deal VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 337 2 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 337 3 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 337 4 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 337 5 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 337 6 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 337 7 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 337 8 issues.449 issues.449 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 337 9 Howison Howison NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 337 10 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 337 11 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 337 12 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 337 13 Bullard Bullard NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 337 14 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 337 15 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 338 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 338 2 2015a 2015a CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 338 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 338 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 339 1 How how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 339 2 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 339 3 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 339 4 visible visible JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 339 5 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 339 6 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 339 7 scientific scientific JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 339 8 literature literature NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 339 9 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 340 1 Technical Technical NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 340 2 report,450 report,450 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 340 3 Technical Technical NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 340 4 report report NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 340 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 340 6 Univ Univ NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 340 7 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 341 1 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 341 2 Texas.451 Texas.451 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 341 3 Howison Howison NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 341 4 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 341 5 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 341 6 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 341 7 Bullard Bullard NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 341 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 341 9 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 342 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 342 2 2015b 2015b CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 342 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 342 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 343 1 Software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 343 2 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 343 3 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 343 4 scientific scientific JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 343 5 literature literature NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 343 6 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 343 7 Problems problem NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 343 8 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 343 9 seeing seeing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 343 10 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 343 11 finding,452 finding,452 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 343 12 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 343 13 using use VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 343 14 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 343 15 mentioned mention VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 343 16 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 343 17 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 343 18 biology biology NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 343 19 literature literature NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 343 20 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 344 1 Journal Journal NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 344 2 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 344 3 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 344 4 Association Association NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 344 5 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 344 6 Information453 Information453 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 344 7 Science Science NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 344 8 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 344 9 Technology.454 Technology.454 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 344 10 Howison Howison NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 344 11 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 344 12 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 344 13 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 344 14 Herbsleb Herbsleb NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 344 15 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 344 16 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 344 17 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 344 18 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 344 19 2011 2011 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 344 20 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 344 21 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 345 1 Scientific scientific JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 345 2 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 345 3 production production NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 345 4 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 345 5 Incentives incentive NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 345 6 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 345 7 collaboration.455 collaboration.455 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 345 8 14/17 14/17 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 345 9 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 345 10 Proceedings Proceedings NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 345 11 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 345 12 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 345 13 ACM ACM NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 345 14 2011 2011 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 345 15 Conference Conference NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 345 16 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 345 17 Computer Computer NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 345 18 Supported support VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 345 19 Cooperative Cooperative NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 345 20 Work Work NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 345 21 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 345 22 CSCW CSCW NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 345 23 ’ ’ POS work_ygvsy3rrzbfqfd2zbo4b2ehohq 345 24 11,456 11,456 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 345 25 pages page NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 345 26 513–522 513–522 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 345 27 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 346 1 ACM.457 ACM.457 VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 346 2 Howison Howison NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 346 3 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 346 4 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 346 5 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 346 6 Herbsleb Herbsleb NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 346 7 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 346 8 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 346 9 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 346 10 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 346 11 2013 2013 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 346 12 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 346 13 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 347 1 Incentives incentive NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 347 2 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 347 3 integration integration NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 347 4 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 347 5 scientific scientific JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 347 6 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 347 7 production production NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 347 8 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 348 1 In458 In458 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 348 2 Proceedings Proceedings NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 348 3 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 348 4 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 348 5 ACM ACM NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 348 6 2013 2013 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 348 7 Conference Conference NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 348 8 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 348 9 Computer Computer NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 348 10 Supported support VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 348 11 Cooperative Cooperative NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 348 12 Work Work NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 348 13 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 348 14 CSCW CSCW NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 348 15 ’ ’ POS work_ygvsy3rrzbfqfd2zbo4b2ehohq 348 16 13,459 13,459 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 348 17 pages page NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 348 18 459–470 459–470 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 348 19 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 349 1 ACM.460 ACM.460 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 349 2 Hucka Hucka NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 349 3 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 349 4 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 349 5 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 349 6 Graham Graham NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 349 7 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 349 8 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 349 9 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 350 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 350 2 2016 2016 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 350 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 350 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 351 1 Software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 351 2 search search NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 351 3 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 351 4 not not RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 351 5 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 351 6 science science NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 351 7 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 351 8 even even RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 351 9 among among IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 351 10 scientists scientist NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 351 11 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 352 1 CoRR,461 CoRR,461 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 352 2 abs/1605.02265.462 abs/1605.02265.462 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 352 3 Inc. Inc. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 352 4 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 352 5 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 352 6 E. E. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 352 7 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 352 8 2016 2016 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 352 9 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 352 10 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 353 1 Developer developer NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 353 2 survey survey NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 353 3 results result NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 353 4 2016.463 2016.463 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 353 5 Ince Ince NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 353 6 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 353 7 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 353 8 C. C. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 353 9 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 353 10 Hatton Hatton NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 353 11 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 353 12 L. L. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 353 13 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 353 14 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 353 15 Graham Graham NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 353 16 - - HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 353 17 Cumming Cumming NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 353 18 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 353 19 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 354 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 354 2 2012 2012 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 354 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 354 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 355 1 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 355 2 case case NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 355 3 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 355 4 open open JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 355 5 computer computer NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 355 6 programs program NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 355 7 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 1 Nature,464 Nature,464 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 2 482:485.465 482:485.465 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 3 Jimenez Jimenez NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 4 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 5 R. R. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 6 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 7 Kuzak Kuzak NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 9 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 10 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 11 Alhamdoosh Alhamdoosh NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 12 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 13 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 14 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 15 Barker Barker NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 16 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 17 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 18 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 19 Batut Batut NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 20 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 21 B. B. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 22 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 23 Borg Borg NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 24 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 25 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 26 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 27 Capella Capella NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 28 - - HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 29 Gutierrez Gutierrez NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 30 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 31 S.,466 S.,466 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 32 Chue Chue NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 33 Hong Hong NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 34 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 35 N. N. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 36 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 37 Cook Cook NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 38 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 39 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 40 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 41 Corpas Corpas NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 42 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 43 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 44 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 45 Flannery Flannery NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 46 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 47 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 48 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 49 Garcia Garcia NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 50 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 51 L. L. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 52 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 53 GelpÌ GelpÌ NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 54 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 55 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 56 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 57 Gladman Gladman NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 58 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 59 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 60 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 61 Goble Goble NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 62 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 63 C.,467 C.,467 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 64 Gonz·lez Gonz·lez NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 65 Ferreiro Ferreiro NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 66 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 67 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 68 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 69 Gonzalez Gonzalez NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 70 - - HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 71 Beltran Beltran NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 72 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 73 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 74 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 75 Griffin Griffin NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 76 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 77 P. P. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 78 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 79 Gr¸ning Gr¸ning NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 80 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 81 B. B. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 82 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 83 Hagberg Hagberg NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 84 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 85 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 86 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 87 Holub Holub NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 88 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 89 P. P. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 90 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 91 Hooft,468 Hooft,468 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 92 R. R. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 93 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 94 Ison Ison NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 95 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 96 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 97 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 98 Katz Katz NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 99 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 100 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 101 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 102 Leskoek Leskoek NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 103 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 104 B. B. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 105 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 106 Lupez Lupez NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 107 Gumez Gumez NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 108 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 109 F. F. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 110 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 111 Oliveira Oliveira NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 112 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 113 L. L. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 114 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 115 Mellor Mellor NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 116 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 117 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 118 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 119 Mosbergen Mosbergen NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 120 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 121 R. R. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 122 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 123 Mulder,469 Mulder,469 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 124 N. N. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 125 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 126 Perez Perez NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 127 - - HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 128 Riverol Riverol NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 129 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 130 Y. Y. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 131 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 132 Pergl Pergl NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 133 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 134 R. R. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 135 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 136 Pichler Pichler NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 137 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 138 H. H. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 139 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 140 Pope Pope NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 141 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 142 B. B. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 143 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 144 Sanz Sanz NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 145 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 146 F. F. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 147 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 148 Schneider Schneider NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 149 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 150 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 151 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 152 Stodden Stodden NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 153 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 154 V. V. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 155 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 156 Suchecki,470 Suchecki,470 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 157 R. R. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 158 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 159 Svobodov Svobodov NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 160 · · NFP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 161 Va?ekov va?ekov NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 162 · · NFP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 163 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 164 R. R. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 165 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 166 Talvik Talvik NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 167 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 168 H. H. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 169 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 170 Todorov Todorov NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 171 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 172 I. I. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 173 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 174 Treloar Treloar NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 175 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 176 A. a. NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 177 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 178 Tyagi Tyagi NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 179 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 180 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 181 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 182 van van NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 183 Gompel Gompel NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 184 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 185 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 186 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 187 Vaughan,471 Vaughan,471 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 188 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 189 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 190 Via Via NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 191 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 192 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 193 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 194 Wang Wang NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 195 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 196 X. X. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 197 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 198 Watson Watson NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 199 - - HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 200 Haigh Haigh NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 201 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 202 N. N. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 203 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 204 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 205 Crouch Crouch NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 206 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 207 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 208 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 209 2017 2017 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 210 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 356 211 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 357 1 Four four CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 357 2 simple simple JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 357 3 recommendations472 recommendations472 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 357 4 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 357 5 encourage encourage VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 357 6 best good JJS work_ygvsy3rrzbfqfd2zbo4b2ehohq 357 7 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 357 8 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 357 9 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 357 10 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 357 11 [ [ -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 357 12 version version NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 357 13 1 1 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 357 14 ; ; : work_ygvsy3rrzbfqfd2zbo4b2ehohq 357 15 referees referee NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 357 16 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 357 17 3 3 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 357 18 approved approve VBD work_ygvsy3rrzbfqfd2zbo4b2ehohq 357 19 ] ] -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 357 20 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 1 F1000Research,473 f1000research,473 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 2 6(876).474 6(876).474 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 3 Joppa Joppa NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 4 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 5 L. L. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 6 N. N. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 7 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 8 McInerny McInerny NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 9 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 10 G. G. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 11 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 12 Harper Harper NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 13 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 14 R. R. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 15 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 16 Salido Salido NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 18 L. L. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 19 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 20 Takeda Takeda NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 21 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 22 K. K. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 23 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 24 O’Hara O’Hara NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 25 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 26 K. K. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 27 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 28 Gavaghan Gavaghan NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 29 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 30 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 31 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 32 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 33 Emmott Emmott NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 34 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 35 S.475 S.475 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 36 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 37 2013 2013 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 38 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 358 39 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 359 1 Troubling Troubling NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 359 2 trends trend NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 359 3 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 359 4 scientific scientific JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 359 5 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 359 6 use use NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 359 7 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 360 1 Science science NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 360 2 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 360 3 340(6134):814–815.476 340(6134):814–815.476 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 360 4 Katz Katz NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 360 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 360 6 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 360 7 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 360 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 360 9 Allen Allen NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 360 10 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 360 11 G. G. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 360 12 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 360 13 Hong Hong NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 360 14 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 360 15 N. N. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 360 16 C. C. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 360 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 360 18 Parashar Parashar NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 360 19 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 360 20 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 360 21 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 360 22 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 360 23 Proctor Proctor NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 360 24 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 360 25 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 360 26 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 360 27 2013 2013 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 360 28 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 360 29 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 361 1 First first JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 361 2 workshop workshop NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 361 3 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 361 4 sustainable477 sustainable477 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 361 5 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 361 6 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 361 7 science science NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 361 8 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 361 9 Practice practice NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 361 10 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 361 11 experiences experience NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 361 12 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 361 13 wssspe wssspe RB work_ygvsy3rrzbfqfd2zbo4b2ehohq 361 14 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 361 15 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 361 16 Submission submission NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 361 17 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 361 18 peer peer NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 361 19 - - HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 361 20 review review NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 361 21 process process NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 361 22 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 361 23 and478 and478 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 361 24 results result NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 361 25 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 362 1 arXiv arXiv NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 362 2 preprint preprint NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 362 3 arXiv:1311.3523.479 arXiv:1311.3523.479 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 362 4 Kim Kim NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 362 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 362 6 Y. Y. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 362 7 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 362 8 Stanton Stanton NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 362 9 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 362 10 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 362 11 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 362 12 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 362 13 2016 2016 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 362 14 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 362 15 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 363 1 Institutional institutional JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 363 2 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 363 3 individual individual JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 363 4 factors factor NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 363 5 affecting affect VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 363 6 scientists scientist NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 363 7 ’ ’ POS work_ygvsy3rrzbfqfd2zbo4b2ehohq 363 8 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 363 9 - - HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 363 10 sharing480 sharing480 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 363 11 behaviors behavior NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 363 12 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 363 13 A a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 363 14 multilevel multilevel JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 363 15 analysis analysis NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 363 16 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 364 1 Journal Journal NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 364 2 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 364 3 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 364 4 Association Association NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 364 5 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 364 6 Information Information NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 364 7 Science Science NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 364 8 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 364 9 Technology,481 technology,481 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 364 10 67(4):776–799.482 67(4):776–799.482 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 364 11 Kissel Kissel NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 364 12 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 364 13 R. R. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 364 14 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 364 15 Kissel Kissel NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 364 16 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 364 17 R. R. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 364 18 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 364 19 Blank Blank NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 364 20 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 364 21 R. R. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 364 22 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 364 23 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 364 24 Secretary Secretary NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 364 25 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 364 26 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 365 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 365 2 2011 2011 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 365 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 365 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 366 1 Glossary glossary NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 366 2 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 366 3 key key JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 366 4 information information NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 366 5 security security NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 366 6 terms term NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 366 7 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 1 In483 In483 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 2 NIST NIST NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 3 Interagency Interagency NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 4 Reports Reports NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 5 NIST NIST NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 6 IR IR NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 7 7298 7298 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 8 Revision Revision NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 9 1 1 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 10 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 11 National National NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 12 Institute Institute NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 13 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 14 Standards Standards NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 15 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 16 Technology.484 Technology.484 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 17 Kluyver Kluyver NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 18 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 19 T. T. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 20 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 21 Ragan Ragan NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 22 - - HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 23 Kelley Kelley NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 24 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 25 B. B. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 26 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 27 Pérez Pérez NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 28 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 29 F. F. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 30 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 31 Granger Granger NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 32 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 33 B. B. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 34 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 35 Bussonnier Bussonnier NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 36 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 37 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 38 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 39 Frederic Frederic NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 40 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 41 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 42 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 43 Kelley Kelley NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 44 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 45 K. K. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 46 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 47 Hamrick Hamrick NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 48 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 49 J.,485 J.,485 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 50 Grout Grout NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 51 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 52 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 53 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 54 Corlay Corlay NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 55 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 56 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 57 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 58 Ivanov Ivanov NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 59 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 60 P. P. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 61 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 62 Avila Avila NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 63 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 64 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 65 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 66 Abdalla Abdalla NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 67 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 68 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 69 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 70 Willing Willing NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 71 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 72 C. C. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 73 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 74 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 75 development development NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 76 team team NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 77 [ [ -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 78 Unknown],486 Unknown],486 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 367 79 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 368 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 368 2 2016 2016 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 368 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 368 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 369 1 Jupyter Jupyter NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 369 2 notebooks notebook VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 369 3 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 369 4 A a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 369 5 publishing publishing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 369 6 format format NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 369 7 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 369 8 reproducible reproducible JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 369 9 computational computational JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 369 10 workflows workflow NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 369 11 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 370 1 In487 In487 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 370 2 Loizides Loizides NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 370 3 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 370 4 F. F. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 370 5 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 370 6 Scmidt Scmidt NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 370 7 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 370 8 B. B. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 370 9 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 370 10 editors editor NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 370 11 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 370 12 Positioning Positioning NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 370 13 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 370 14 Power Power NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 370 15 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 370 16 Academic Academic NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 370 17 Publishing Publishing NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 370 18 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 370 19 Players Players NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 370 20 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 370 21 Agents488 Agents488 NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 370 22 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 370 23 Agendas Agendas NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 370 24 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 370 25 pages page NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 370 26 87–90 87–90 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 370 27 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 371 1 IOS IOS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 371 2 Press.489 Press.489 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 371 3 Kratz Kratz NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 371 4 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 371 5 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 371 6 E. E. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 371 7 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 371 8 Strasser Strasser NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 371 9 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 371 10 C. C. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 371 11 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 371 12 2015 2015 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 371 13 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 371 14 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 372 1 Researcher researcher NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 372 2 perspectives perspective VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 372 3 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 372 4 publication publication NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 372 5 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 372 6 peer peer NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 372 7 review review NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 372 8 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 372 9 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 372 10 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 373 1 PLOS490 PLOS490 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 373 2 ONE one CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 373 3 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 373 4 10(2):1–21.491 10(2):1–21.491 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 373 5 Marwick Marwick NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 373 6 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 373 7 B. B. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 374 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 374 2 2017 2017 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 374 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 374 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 375 1 Computational computational JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 375 2 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 375 3 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 375 4 archaeological archaeological JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 375 5 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 375 6 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 375 7 Basic basic JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 375 8 principles principle NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 375 9 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 375 10 a492 a492 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 375 11 case case NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 375 12 study study NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 375 13 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 375 14 their -PRON- PRP$ work_ygvsy3rrzbfqfd2zbo4b2ehohq 375 15 implementation implementation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 375 16 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 1 Journal Journal NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 2 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 3 Archaeological Archaeological NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 4 Method Method NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 5 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 6 Theory Theory NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 7 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 8 24(2):424–450.493 24(2):424–450.493 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 9 McCarthy McCarthy NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 10 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 11 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 12 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 13 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 14 Humburg Humburg NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 15 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 16 P. P. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 18 Kanapin Kanapin NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 19 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 20 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 21 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 22 Rivas Rivas NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 23 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 24 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 25 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 26 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 27 Gaulton Gaulton NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 28 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 29 K. K. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 30 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 31 Cazier Cazier NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 32 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 33 J.-B. J.-B. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 34 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 35 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 36 Donnelly Donnelly NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 37 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 38 P.494 P.494 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 39 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 40 2014 2014 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 41 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 376 42 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 377 1 Choice choice NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 377 2 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 377 3 transcripts transcript NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 377 4 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 377 5 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 377 6 has have VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 377 7 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 377 8 large large JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 377 9 effect effect NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 377 10 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 377 11 variant variant JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 377 12 annotation annotation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 377 13 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 1 Genome genome JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 2 Medicine,495 medicine,495 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 3 6(3):26.496 6(3):26.496 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 4 Meyerson Meyerson NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 6 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 7 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 8 Vowell Vowell NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 9 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 10 Z. Z. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 11 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 12 Hagenmaier Hagenmaier NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 13 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 14 W. W. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 15 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 16 Leventhal Leventhal NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 18 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 19 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 20 Roke Roke NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 21 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 22 E. E. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 23 R. R. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 24 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 25 Rios Rios NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 26 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 27 F. F. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 28 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 29 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 30 Walsh Walsh NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 31 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 32 T. t. NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 33 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 34 2017 2017 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 35 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 378 36 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 379 1 The497 the497 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 379 2 Software Software NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 379 3 Preservation Preservation NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 379 4 Network Network NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 379 5 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 379 6 SPN SPN NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 379 7 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 379 8 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 379 9 A a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 379 10 Community Community NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 379 11 Effort effort NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 379 12 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 379 13 Ensure ensure VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 379 14 Long long JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 379 15 Term Term NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 379 16 Access Access NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 379 17 to to IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 379 18 Digital498 Digital498 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 379 19 Cultural Cultural NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 379 20 Heritage Heritage NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 379 21 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 380 1 D D NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 380 2 - - HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 380 3 Lib Lib NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 380 4 Magazine Magazine NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 380 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 380 6 23(5/6).499 23(5/6).499 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 380 7 Monteith Monteith NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 380 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 380 9 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 380 10 Y. Y. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 380 11 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 380 12 McGregor McGregor NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 380 13 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 380 14 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 380 15 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 380 16 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 380 17 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 380 18 Ingram Ingram NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 380 19 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 380 20 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 380 21 E. E. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 380 22 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 380 23 2014 2014 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 380 24 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 380 25 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 381 1 Scientific scientific JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 381 2 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 381 3 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 381 4 ecosystems ecosystem NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 381 5 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 382 1 In500 In500 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 382 2 Proceedings Proceedings NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 382 3 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 382 4 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 382 5 2014 2014 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 382 6 European European NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 382 7 Conference Conference NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 382 8 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 382 9 Software Software NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 382 10 Architecture Architecture NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 382 11 Workshops Workshops NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 382 12 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 382 13 ECSAW ECSAW NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 382 14 ’ ’ POS work_ygvsy3rrzbfqfd2zbo4b2ehohq 382 15 14,501 14,501 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 382 16 pages page NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 382 17 9:1–9:6 9:1–9:6 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 382 18 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 1 ACM.502 ACM.502 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 2 Morin Morin NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 3 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 4 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 6 Urban Urban NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 7 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 8 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 9 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 10 Adams Adams NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 11 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 12 P. P. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 13 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 14 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 15 Foster Foster NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 16 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 17 I. I. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 18 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 19 Sali Sali NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 20 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 21 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 22 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 23 Baker Baker NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 24 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 25 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 26 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 27 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 28 Sliz Sliz NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 29 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 30 P. P. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 31 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 32 2012a 2012a CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 33 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 383 34 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 384 1 Shining shine VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 384 2 light light NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 384 3 into503 into503 JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 384 4 black black JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 384 5 boxes box NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 384 6 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 385 1 Science science NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 385 2 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 385 3 336(6078):159–160.504 336(6078):159–160.504 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 385 4 Morin Morin NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 385 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 385 6 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 385 7 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 385 8 Urban Urban NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 385 9 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 385 10 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 385 11 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 385 12 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 385 13 Sliz Sliz NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 385 14 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 385 15 P. P. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 385 16 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 385 17 2012b 2012b CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 385 18 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 385 19 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 386 1 A a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 386 2 quick quick JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 386 3 guide guide NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 386 4 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 386 5 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 386 6 licensing licensing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 386 7 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 386 8 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 386 9 scientist scientist NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 386 10 - - : work_ygvsy3rrzbfqfd2zbo4b2ehohq 386 11 programmer.505 programmer.505 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 386 12 PLOS PLOS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 386 13 Computational Computational NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 386 14 Biology Biology NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 386 15 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 386 16 8(7):1–7.506 8(7):1–7.506 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 386 17 Munafò Munafò NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 386 18 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 386 19 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 386 20 R. R. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 386 21 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 386 22 Nosek Nosek NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 386 23 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 386 24 B. B. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 1 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 2 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 3 Bishop Bishop NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 4 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 5 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 6 V. V. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 7 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 9 Button Button NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 10 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 11 K. K. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 12 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 13 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 14 Chambers Chambers NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 15 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 16 C. C. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 17 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 18 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 19 Percie Percie NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 20 du du NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 21 Sert Sert NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 22 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 23 N.,507 N.,507 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 24 Simonsohn Simonsohn NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 25 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 26 U. U. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 27 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 28 Wagenmakers Wagenmakers NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 29 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 30 E.-J. E.-J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 31 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 32 Ware Ware NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 33 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 34 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 35 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 36 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 37 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 38 Ioannidis Ioannidis NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 39 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 40 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 41 P. P. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 387 42 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 388 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 388 2 2017 2017 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 388 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 388 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 389 1 A a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 389 2 manifesto manifesto NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 389 3 for508 for508 , work_ygvsy3rrzbfqfd2zbo4b2ehohq 389 4 reproducible reproducible VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 389 5 science science NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 389 6 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 390 1 Nature Nature NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 390 2 Human Human NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 390 3 Behaviour Behaviour NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 390 4 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 390 5 1(1):0021.509 1(1):0021.509 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 390 6 NIH NIH NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 390 7 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 390 8 2016 2016 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 390 9 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 390 10 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 391 1 Strategies strategy NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 391 2 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 391 3 nih nih NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 391 4 data data NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 391 5 management management NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 391 6 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 391 7 sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 391 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 391 9 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 391 10 citation.510 citation.510 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 391 11 15/17 15/17 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 391 12 Nosek Nosek NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 391 13 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 391 14 B. B. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 1 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 2 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 3 Alter Alter NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 4 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 5 G. G. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 6 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 7 Banks Banks NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 9 G. G. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 10 C. C. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 11 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 12 Borsboom Borsboom NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 13 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 14 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 15 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 16 Bowman Bowman NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 18 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 19 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 20 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 21 Breckler Breckler NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 22 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 23 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 24 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 25 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 26 Buck Buck NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 27 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 28 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 29 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 30 Chambers,511 Chambers,511 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 31 C. C. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 32 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 33 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 34 Chin Chin NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 35 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 36 G. G. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 37 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 38 Christensen Christensen NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 39 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 40 G. G. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 41 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 42 Contestabile Contestabile NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 43 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 44 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 45 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 46 Dafoe Dafoe NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 47 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 48 A. a. NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 49 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 50 Eich Eich NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 51 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 52 E. E. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 53 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 54 Freese Freese NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 55 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 56 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 57 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 58 Glennerster Glennerster NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 59 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 60 R.,512 R.,512 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 61 Goroff Goroff NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 62 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 63 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 64 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 65 Green Green NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 66 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 67 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 68 P. P. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 69 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 70 Hesse Hesse NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 71 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 72 B. B. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 73 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 74 Humphreys Humphreys NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 75 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 76 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 77 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 78 Ishiyama Ishiyama NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 79 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 80 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 81 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 82 Karlan Karlan NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 83 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 84 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 85 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 86 Kraut Kraut NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 87 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 88 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 89 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 90 Lupia,513 Lupia,513 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 91 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 92 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 93 Mabry Mabry NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 94 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 95 P. P. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 96 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 97 Madon Madon NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 98 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 99 T. T. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 100 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 101 Malhotra Malhotra NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 102 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 103 N. N. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 104 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 105 Mayo Mayo NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 106 - - HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 107 Wilson Wilson NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 108 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 109 E. E. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 110 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 111 McNutt McNutt NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 112 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 113 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 114 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 115 Miguel Miguel NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 116 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 117 E. E. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 118 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 119 Paluck Paluck NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 120 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 121 E. E. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 122 L.,514 L.,514 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 123 Simonsohn Simonsohn NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 124 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 125 U. U. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 126 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 127 Soderberg Soderberg NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 128 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 129 C. C. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 130 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 131 Spellman Spellman NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 132 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 392 133 B. B. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 1 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 2 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 3 Turitto Turitto NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 4 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 5 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 6 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 7 VandenBos VandenBos NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 9 G. G. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 10 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 11 Vazire Vazire NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 12 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 13 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 14 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 15 Wagenmakers,515 Wagenmakers,515 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 16 E. E. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 17 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 18 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 19 Wilson Wilson NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 20 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 21 R. R. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 22 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 23 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 24 Yarkoni Yarkoni NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 25 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 26 T. T. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 27 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 28 2015 2015 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 29 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 393 30 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 394 1 Promoting promote VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 394 2 an an DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 394 3 open open JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 394 4 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 394 5 culture culture NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 394 6 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 395 1 Science science NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 395 2 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 395 3 348(6242):1422–516 348(6242):1422–516 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 395 4 1425.517 1425.517 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 395 5 Nosek Nosek NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 395 6 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 395 7 B. B. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 396 1 A. a. LS work_ygvsy3rrzbfqfd2zbo4b2ehohq 396 2 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 396 3 Spies Spies NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 396 4 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 396 5 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 396 6 R. R. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 396 7 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 396 8 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 396 9 Motyl Motyl NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 396 10 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 396 11 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 396 12 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 396 13 2012 2012 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 396 14 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 396 15 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 397 1 Scientific scientific JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 397 2 utopia utopia NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 397 3 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 397 4 Ii ii PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 397 5 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 398 1 restructuring restructuring NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 398 2 incentives incentive NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 398 3 and518 and518 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 398 4 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 398 5 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 398 6 promote promote VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 398 7 truth truth NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 398 8 over over RP work_ygvsy3rrzbfqfd2zbo4b2ehohq 398 9 publishability publishability NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 398 10 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 399 1 Perspectives perspective NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 399 2 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 399 3 Psychological Psychological NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 399 4 Science Science NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 399 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 399 6 7(6):615–631.519 7(6):615–631.519 . work_ygvsy3rrzbfqfd2zbo4b2ehohq 399 7 Pan Pan NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 399 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 399 9 X. X. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 399 10 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 399 11 Yan Yan NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 399 12 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 399 13 E. E. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 399 14 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 399 15 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 399 16 Hua Hua NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 399 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 399 18 W. W. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 399 19 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 399 20 2016 2016 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 399 21 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 399 22 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 400 1 Disciplinary disciplinary JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 400 2 differences difference NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 400 3 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 400 4 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 400 5 use use NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 400 6 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 400 7 impact impact NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 400 8 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 400 9 scientific520 scientific520 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 400 10 literature literature NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 400 11 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 401 1 Scientometrics scientometric NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 401 2 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 401 3 109(3):1593–1610.521 109(3):1593–1610.521 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 401 4 Perez Perez NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 401 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 401 6 F. F. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 401 7 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 401 8 Granger Granger NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 401 9 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 401 10 B. B. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 401 11 E. E. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 401 12 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 401 13 2007 2007 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 401 14 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 401 15 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 402 1 Ipython Ipython NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 402 2 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 402 3 A a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 402 4 system system NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 402 5 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 402 6 interactive interactive JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 402 7 scientific scientific JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 402 8 computing computing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 402 9 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 403 1 Computing compute VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 403 2 in522 in522 RP work_ygvsy3rrzbfqfd2zbo4b2ehohq 403 3 Science Science NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 403 4 Engineering Engineering NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 403 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 403 6 9(3):21–29.523 9(3):21–29.523 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 403 7 Piccolo Piccolo NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 403 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 403 9 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 403 10 R. R. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 403 11 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 403 12 Frampton Frampton NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 403 13 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 403 14 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 403 15 B. B. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 404 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 404 2 2016 2016 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 404 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 404 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 1 Tools tool NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 2 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 3 techniques technique NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 4 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 5 computational computational JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 6 reproducibility.524 reproducibility.524 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 7 GigaScience GigaScience NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 9 5(1):30.525 5(1):30.525 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 10 Prabhu Prabhu NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 11 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 12 P. P. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 13 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 14 Jablin Jablin NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 15 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 16 T. T. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 17 B. B. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 18 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 19 Raman Raman NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 20 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 21 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 22 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 23 Zhang Zhang NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 24 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 25 Y. Y. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 26 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 27 Huang Huang NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 28 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 29 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 30 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 31 Kim Kim NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 32 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 33 H. H. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 34 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 35 Johnson Johnson NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 36 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 37 N. N. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 38 P. P. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 39 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 40 Liu Liu NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 41 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 42 F. F. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 43 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 44 Ghosh Ghosh NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 45 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 46 S.,526 S.,526 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 47 Beard Beard NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 48 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 49 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 50 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 51 Oh oh UH work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 52 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 53 T. T. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 54 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 55 Zoufaly Zoufaly NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 56 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 57 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 58 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 59 Walker Walker NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 60 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 61 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 62 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 63 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 64 August August NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 65 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 66 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 405 67 I. I. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 406 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 406 2 2011 2011 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 406 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 406 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 407 1 A a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 407 2 survey survey NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 407 3 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 407 4 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 407 5 practice practice NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 407 6 of527 of527 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 407 7 computational computational JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 407 8 science science NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 407 9 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 408 1 In in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 408 2 State state NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 408 3 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 408 4 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 408 5 Practice Practice NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 408 6 Reports Reports NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 408 7 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 408 8 SC SC NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 408 9 ’ ' '' work_ygvsy3rrzbfqfd2zbo4b2ehohq 408 10 11 11 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 408 11 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 408 12 pages page NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 408 13 19:1–19:12 19:1–19:12 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 408 14 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 409 1 ACM.528 ACM.528 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 409 2 Prlić Prlić NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 409 3 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 409 4 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 409 5 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 409 6 Procter Procter NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 409 7 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 409 8 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 410 1 B. B. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 411 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 411 2 2012 2012 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 411 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 411 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 412 1 Ten ten CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 412 2 simple simple JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 412 3 rules rule NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 412 4 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 412 5 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 412 6 open open JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 412 7 development development NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 412 8 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 412 9 scientific scientific JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 412 10 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 412 11 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 413 1 PLoS529 PLoS529 `` work_ygvsy3rrzbfqfd2zbo4b2ehohq 413 2 Comput Comput NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 413 3 Biol Biol NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 413 4 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 413 5 8(12):e1002802.530 8(12):e1002802.530 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 413 6 Ram Ram NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 413 7 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 413 8 K. K. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 413 9 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 413 10 Katz Katz NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 413 11 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 413 12 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 413 13 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 413 14 Carver Carver NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 413 15 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 413 16 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 413 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 413 18 Gesing Gesing NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 413 19 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 413 20 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 413 21 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 413 22 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 413 23 Weber Weber NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 413 24 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 413 25 N. N. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 413 26 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 413 27 2017 2017 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 413 28 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 413 29 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 414 1 Si2-s2i2 Si2-s2i2 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 414 2 conceptualization conceptualization NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 414 3 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 414 4 Conceptual-531 conceptual-531 ADD work_ygvsy3rrzbfqfd2zbo4b2ehohq 414 5 izing ize VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 414 6 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 414 7 us us NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 414 8 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 414 9 software software NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 414 10 sustainability sustainability NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 414 11 institute institute NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 414 12 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 414 13 urssi).532 urssi).532 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 414 14 Rios Rios NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 414 15 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 414 16 F. F. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 414 17 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 414 18 2016 2016 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 414 19 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 414 20 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 415 1 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 415 2 Pathways Pathways NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 415 3 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 415 4 Research Research NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 415 5 Software Software NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 415 6 Preservation Preservation NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 415 7 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 415 8 An an DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 415 9 Educational Educational NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 415 10 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 415 11 Planning Planning NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 415 12 Resource533 Resource533 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 415 13 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 415 14 Service Service NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 415 15 Development Development NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 415 16 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 416 1 D D NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 416 2 - - HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 416 3 Lib Lib NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 416 4 Magazine Magazine NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 416 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 416 6 22(7/8).534 22(7/8).534 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 416 7 Sadowski Sadowski NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 416 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 416 9 C. C. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 416 10 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 416 11 Stolee Stolee NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 416 12 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 416 13 K. K. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 416 14 T. T. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 416 15 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 416 16 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 416 17 Elbaum Elbaum NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 416 18 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 416 19 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 416 20 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 416 21 2015 2015 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 416 22 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 416 23 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 417 1 How how WRB work_ygvsy3rrzbfqfd2zbo4b2ehohq 417 2 developers developer NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 417 3 search search VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 417 4 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 417 5 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 417 6 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 417 7 a a DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 417 8 case case NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 417 9 study study NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 417 10 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 1 In535 In535 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 2 Proceedings Proceedings NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 3 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 4 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 5 2015 2015 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 6 10th 10th NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 7 Joint Joint NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 8 Meeting Meeting NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 9 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 10 Foundations Foundations NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 11 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 12 Software Software NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 13 Engineering Engineering NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 14 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 15 pages page NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 16 191–201.536 191–201.536 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 17 ACM.537 acm.537 JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 18 Sandve Sandve NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 19 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 20 G. G. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 21 K. K. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 22 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 23 Nekrutenko Nekrutenko NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 24 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 25 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 26 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 27 Taylor Taylor NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 28 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 29 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 30 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 31 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 32 Hovig Hovig NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 33 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 34 E. E. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 35 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 36 2013 2013 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 37 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 418 38 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 419 1 Ten ten CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 419 2 simple simple JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 419 3 rules rule NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 419 4 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 419 5 reproducible538 reproducible538 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 419 6 computational computational JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 419 7 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 419 8 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 420 1 PLOS PLOS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 420 2 Computational Computational NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 420 3 Biology Biology NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 420 4 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 420 5 9(10):1–4.539 9(10):1–4.539 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 420 6 Smith Smith NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 420 7 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 420 8 A. a. NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 420 9 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 420 10 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 420 11 Katz Katz NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 420 12 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 420 13 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 420 14 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 420 15 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 420 16 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 420 17 Niemeyer Niemeyer NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 420 18 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 420 19 K. K. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 420 20 E. E. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 420 21 a. a. NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 421 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 421 2 2016 2016 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 421 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 421 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 422 1 Software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 422 2 citation citation NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 422 3 principles principle NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 422 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 423 1 PeerJ PeerJ NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 423 2 Computer540 Computer540 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 423 3 Science Science NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 423 4 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 423 5 2 2 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 423 6 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 423 7 e86.541 e86.541 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 423 8 Stodden Stodden NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 423 9 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 423 10 V. V. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 423 11 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 423 12 2009 2009 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 423 13 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 423 14 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 1 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 2 legal legal JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 3 framework framework NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 4 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 5 reproducible reproducible JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 6 scientific scientific JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 7 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 8 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 9 Licensing licensing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 10 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 11 copyright.542 copyright.542 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 12 Computing Computing NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 13 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 14 Science Science NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 15 & & CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 16 Engineering Engineering NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 18 11(1):35–40.543 11(1):35–40.543 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 19 Stodden Stodden NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 20 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 21 V. V. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 22 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 23 Guo Guo NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 24 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 25 P. P. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 26 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 27 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 28 Ma Ma NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 29 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 424 30 Z. Z. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 425 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 425 2 2013 2013 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 425 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 425 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 426 1 Toward toward IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 426 2 reproducible reproducible JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 426 3 computational computational JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 426 4 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 426 5 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 426 6 An an DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 426 7 empirical544 empirical544 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 426 8 analysis analysis NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 426 9 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 426 10 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 426 11 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 426 12 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 426 13 policy policy NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 426 14 adoption adoption NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 426 15 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 426 16 journals journal NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 426 17 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 427 1 PLOS PLOS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 427 2 ONE one CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 427 3 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 427 4 8(6):1–8.545 8(6):1–8.545 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 427 5 Stodden Stodden NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 427 6 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 427 7 V. V. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 427 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 427 9 Leisch Leisch NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 427 10 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 427 11 F. F. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 427 12 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 427 13 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 427 14 Peng Peng NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 427 15 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 427 16 R. R. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 427 17 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 427 18 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 427 19 2014 2014 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 427 20 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 427 21 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 428 1 Implementing implement VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 428 2 reproducible reproducible NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 428 3 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 428 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 1 CRC CRC NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 2 Press.546 Press.546 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 3 Stodden Stodden NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 4 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 5 V. V. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 6 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 7 McNutt McNutt NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 9 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 10 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 11 Bailey Bailey NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 12 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 13 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 14 H. H. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 15 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 16 Deelman Deelman NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 18 E. E. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 19 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 20 Gil Gil NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 21 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 22 Y. Y. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 23 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 24 Hanson Hanson NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 25 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 26 B. B. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 27 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 28 Heroux Heroux NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 29 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 30 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 31 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 32 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 33 Ioannidis Ioannidis NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 34 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 35 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 36 P.,547 P.,547 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 37 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 38 Taufer Taufer NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 39 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 40 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 41 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 42 2016 2016 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 43 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 429 44 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 430 1 Enhancing enhance VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 430 2 reproducibility reproducibility NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 430 3 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 430 4 computational computational JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 430 5 methods method NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 430 6 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 1 Science science NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 2 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 3 354(6317):1240–548 354(6317):1240–548 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 4 1241.549 1241.549 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 5 Teal Teal NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 6 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 7 T. T. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 8 K. K. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 9 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 10 Cranston Cranston NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 11 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 12 K. K. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 13 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 14 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 15 Lapp Lapp NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 16 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 17 H. H. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 18 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 19 White White NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 20 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 21 E. E. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 22 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 23 Wilson Wilson NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 24 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 25 G. G. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 26 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 27 Ram Ram NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 28 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 29 K. K. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 30 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 31 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 32 Pawlik Pawlik NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 33 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 431 34 A. a. NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 432 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 432 2 2015 2015 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 432 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 432 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 433 1 Data550 Data550 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 433 2 carpentry carpentry NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 433 3 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 433 4 workshops workshop NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 433 5 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 433 6 increase increase VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 433 7 data data NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 433 8 literacy literacy NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 433 9 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 433 10 researchers researcher NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 433 11 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 1 International International NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 2 Journal Journal NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 3 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 4 Digital Digital NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 5 Curation,551 curation,551 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 6 10(1):135–143.552 10(1):135–143.552 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 7 Tenopir Tenopir NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 9 C. C. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 10 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 11 Allard Allard NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 12 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 13 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 14 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 15 Douglass Douglass NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 16 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 17 K. K. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 18 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 19 Aydinoglu Aydinoglu NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 20 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 21 A. a. NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 22 U. U. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 23 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 24 Wu Wu NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 25 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 26 L. L. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 27 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 28 Read Read NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 29 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 30 E. E. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 31 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 32 Manoff Manoff NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 33 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 34 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 35 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 36 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 37 Frame Frame NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 38 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 39 M.553 M.553 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 40 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 41 2011 2011 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 42 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 434 43 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 435 1 Data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 435 2 sharing share VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 435 3 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 435 4 scientists scientist NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 435 5 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 435 6 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 435 7 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 435 8 perceptions perception NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 435 9 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 1 PloS PloS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 2 one one CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 3 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 4 6(6):e21101.554 6(6):e21101.554 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 5 Tenopir Tenopir NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 6 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 7 C. C. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 9 Dalton Dalton NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 10 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 11 E. E. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 12 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 13 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 14 Allard Allard NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 15 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 16 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 18 Frame Frame NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 19 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 20 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 21 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 22 Pjesivac Pjesivac NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 23 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 24 I. I. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 25 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 26 Birch Birch NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 27 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 28 B. B. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 29 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 30 Pollock Pollock NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 31 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 32 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 33 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 34 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 35 Dorsett Dorsett NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 36 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 37 K. K. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 38 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 39 2015).555 2015).555 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 40 Changes Changes NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 41 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 42 Data Data NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 43 Sharing Sharing NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 44 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 45 Data Data NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 46 Reuse Reuse NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 47 Practices Practices NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 48 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 49 Perceptions perception NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 50 among among IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 51 Scientists Scientists NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 52 Worldwide Worldwide NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 436 53 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 437 1 PLOS556 PLOS556 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 437 2 ONE ONE NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 437 3 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 437 4 10(8):1–24.557 10(8):1–24.557 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 437 5 Thain Thain NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 437 6 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 437 7 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 437 8 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 437 9 Ivie Ivie NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 437 10 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 437 11 P. P. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 437 12 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 437 13 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 437 14 Meng Meng NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 437 15 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 437 16 H. H. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 437 17 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 437 18 2015 2015 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 437 19 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 437 20 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 438 1 Techniques technique NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 438 2 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 438 3 Preserving preserve VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 438 4 Scientific Scientific NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 438 5 Software Software NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 438 6 Executions:558 Executions:558 NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 438 7 Preserve preserve VBP work_ygvsy3rrzbfqfd2zbo4b2ehohq 438 8 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 438 9 Mess Mess NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 438 10 or or CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 438 11 Encourage encourage VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 438 12 Cleanliness cleanliness NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 438 13 ? ? . work_ygvsy3rrzbfqfd2zbo4b2ehohq 439 1 Proceedings proceeding NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 439 2 of of IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 439 3 the the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 439 4 12th 12th JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 439 5 International International NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 439 6 Conference Conference NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 439 7 on559 on559 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 439 8 Digital Digital NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 439 9 Preservation Preservation NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 439 10 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 439 11 iPRES).560 iPRES).560 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 439 12 Vandewalle Vandewalle NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 439 13 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 439 14 P. P. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 439 15 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 439 16 2012 2012 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 439 17 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 439 18 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 440 1 Code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 440 2 sharing sharing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 440 3 is be VBZ work_ygvsy3rrzbfqfd2zbo4b2ehohq 440 4 associated associate VBN work_ygvsy3rrzbfqfd2zbo4b2ehohq 440 5 with with IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 440 6 research research NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 440 7 impact impact NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 440 8 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 440 9 image image NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 440 10 processing processing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 440 11 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 441 1 Computing561 Computing561 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 441 2 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 441 3 Science Science NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 441 4 Engineering Engineering NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 441 5 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 441 6 14(4):42–47.562 14(4):42–47.562 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 441 7 Wellcome Wellcome NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 441 8 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 441 9 2017 2017 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 441 10 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 441 11 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 1 Policy policy NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 2 on on IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 3 data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 4 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 5 software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 6 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 7 materials material NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 8 management management NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 9 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 10 sharing.563 sharing.563 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 11 Wilkinson Wilkinson NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 12 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 13 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 14 D. D. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 15 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 16 Dumontier Dumontier NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 18 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 19 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 20 Aalbersberg Aalbersberg NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 21 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 22 I. I. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 23 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 24 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 25 Appleton Appleton NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 26 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 27 G. G. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 28 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 29 Axton Axton NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 30 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 31 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 32 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 33 Baak Baak NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 34 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 35 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 36 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 37 Blomberg Blomberg NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 38 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 39 N.,564 N.,564 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 40 Boiten Boiten NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 41 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 42 J.-W. J.-W. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 43 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 44 da da NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 45 Silva Silva NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 46 Santos Santos NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 47 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 48 L. L. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 49 B. B. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 50 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 51 Bourne Bourne NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 52 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 53 P. P. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 54 E. E. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 55 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 56 Bouwman Bouwman NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 57 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 58 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 59 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 60 Brookes Brookes NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 61 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 62 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 63 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 64 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 65 Clark Clark NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 66 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 67 T. T. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 68 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 69 Crosas,565 crosas,565 NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 70 16/17 16/17 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 71 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 72 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 73 Dillo Dillo NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 74 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 75 I. I. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 76 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 77 Dumon Dumon NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 78 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 79 O. O. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 80 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 81 Edmunds Edmunds NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 82 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 83 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 84 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 85 Evelo Evelo NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 86 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 87 C. C. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 88 T. T. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 89 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 90 Finkers Finkers NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 91 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 92 R. R. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 93 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 94 Gonzalez Gonzalez NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 95 - - HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 96 Beltran Beltran NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 97 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 98 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 99 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 100 Gray Gray NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 101 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 102 A. a. NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 103 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 104 G.,566 G.,566 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 105 Groth Groth NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 106 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 107 P. P. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 108 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 109 Goble Goble NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 110 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 111 C. C. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 112 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 113 Grethe Grethe NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 114 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 115 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 116 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 117 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 118 Heringa Heringa NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 119 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 120 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 121 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 122 ’ ' '' work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 123 t t NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 124 Hoen Hoen NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 125 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 126 P. P. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 127 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 128 C. C. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 129 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 130 Hooft Hooft NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 131 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 132 R. R. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 133 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 134 Kuhn Kuhn NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 135 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 136 T. T. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 137 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 138 Kok Kok NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 139 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 140 R. R. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 141 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 142 Kok Kok NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 143 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 144 J.,567 J.,567 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 145 Lusher Lusher NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 146 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 147 S. S. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 148 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 149 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 150 Martone Martone NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 151 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 152 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 153 E. E. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 154 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 155 Mons Mons NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 156 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 157 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 158 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 159 Packer Packer NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 160 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 161 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 162 L. L. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 163 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 164 Persson Persson NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 165 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 166 B. B. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 167 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 168 Rocca Rocca NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 169 - - HYPH work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 170 Serra Serra NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 171 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 172 P. P. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 173 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 174 Roos Roos NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 175 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 176 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 177 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 178 van568 van568 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 179 Schaik Schaik NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 180 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 181 R. R. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 182 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 183 Sansone Sansone NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 184 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 185 S.-A. S.-A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 186 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 187 Schultes Schultes NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 188 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 189 E. E. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 190 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 191 Sengstag Sengstag NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 192 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 193 T. T. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 194 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 195 Slater Slater NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 196 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 197 T. T. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 198 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 199 Strawn Strawn NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 200 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 201 G. G. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 202 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 203 Swertz Swertz NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 204 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 205 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 206 A. A. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 207 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 208 Thompson,569 Thompson,569 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 209 M. M. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 210 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 211 van van NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 212 der der NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 213 Lei Lei NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 214 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 215 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 216 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 217 van van NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 218 Mulligen Mulligen NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 219 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 220 E. E. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 221 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 222 Velterop Velterop NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 223 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 224 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 225 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 226 Waagmeester Waagmeester NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 227 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 228 A. a. NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 229 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 230 Wittenburg Wittenburg NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 231 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 232 P. P. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 233 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 234 Wolstencroft,570 Wolstencroft,570 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 235 K. K. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 236 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 237 Zhao Zhao NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 238 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 239 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 240 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 241 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 242 Mons Mons NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 243 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 442 244 B. B. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 443 1 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 443 2 2016 2016 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 443 3 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 443 4 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 444 1 The the DT work_ygvsy3rrzbfqfd2zbo4b2ehohq 444 2 FAIR FAIR NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 444 3 Guiding Guiding NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 444 4 Principles Principles NNPS work_ygvsy3rrzbfqfd2zbo4b2ehohq 444 5 for for IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 444 6 scientific scientific JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 444 7 data data NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 444 8 management management NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 444 9 and571 and571 , work_ygvsy3rrzbfqfd2zbo4b2ehohq 444 10 stewardship stewardship NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 444 11 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 445 1 Scientific Scientific NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 445 2 Data datum NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 445 3 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 445 4 3:160018.572 3:160018.572 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 445 5 Wilson Wilson NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 445 6 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 445 7 G. G. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 445 8 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 445 9 2006 2006 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 445 10 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 445 11 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 446 1 Software software NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 446 2 carpentry carpentry NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 446 3 : : : work_ygvsy3rrzbfqfd2zbo4b2ehohq 446 4 Getting get VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 446 5 scientists scientist NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 446 6 to to TO work_ygvsy3rrzbfqfd2zbo4b2ehohq 446 7 write write VB work_ygvsy3rrzbfqfd2zbo4b2ehohq 446 8 better well JJR work_ygvsy3rrzbfqfd2zbo4b2ehohq 446 9 code code NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 446 10 by by IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 446 11 making make VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 446 12 them -PRON- PRP work_ygvsy3rrzbfqfd2zbo4b2ehohq 446 13 more573 more573 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 446 14 productive productive JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 446 15 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 1 Computing compute VBG work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 2 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 3 Science Science NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 4 & & CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 5 Engineering Engineering NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 6 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 7 8(6):66–69.574 8(6):66–69.574 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 8 Wilson Wilson NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 9 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 10 G. G. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 11 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 12 Bryan Bryan NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 13 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 14 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 15 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 16 Cranston Cranston NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 17 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 18 K. K. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 19 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 20 Kitzes Kitzes NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 21 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 22 J. J. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 23 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 24 Nederbragt Nederbragt NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 25 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 26 L. L. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 27 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 28 and and CC work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 29 Teal Teal NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 30 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 31 T. T. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 32 K. K. NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 33 ( ( -LRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 34 2017 2017 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 35 ) ) -RRB- work_ygvsy3rrzbfqfd2zbo4b2ehohq 447 36 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 448 1 Good good JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 448 2 enough575 enough575 NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 448 3 practices practice NNS work_ygvsy3rrzbfqfd2zbo4b2ehohq 448 4 in in IN work_ygvsy3rrzbfqfd2zbo4b2ehohq 448 5 scientific scientific JJ work_ygvsy3rrzbfqfd2zbo4b2ehohq 448 6 computing computing NN work_ygvsy3rrzbfqfd2zbo4b2ehohq 448 7 . . . work_ygvsy3rrzbfqfd2zbo4b2ehohq 449 1 PLOS PLOS NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 449 2 Computational Computational NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 449 3 Biology Biology NNP work_ygvsy3rrzbfqfd2zbo4b2ehohq 449 4 , , , work_ygvsy3rrzbfqfd2zbo4b2ehohq 449 5 13(6):1–20.576 13(6):1–20.576 CD work_ygvsy3rrzbfqfd2zbo4b2ehohq 449 6 17/17 17/17 CD