id	sid	tid	token	lemma	pos
z029p269z90	1	1	reproducibility	reproducibility	NOUN
z029p269z90	1	2	,	,	PUNCT
z029p269z90	1	3	a	a	DET
z029p269z90	1	4	main	main	ADJ
z029p269z90	1	5	principle	principle	NOUN
z029p269z90	1	6	of	of	ADP
z029p269z90	1	7	the	the	DET
z029p269z90	1	8	scientific	scientific	ADJ
z029p269z90	1	9	method	method	NOUN
z029p269z90	1	10	,	,	PUNCT
z029p269z90	1	11	has	have	AUX
z029p269z90	1	12	historically	historically	ADV
z029p269z90	1	13	depended	depend	VERB
z029p269z90	1	14	on	on	ADP
z029p269z90	1	15	text	text	NOUN
z029p269z90	1	16	and	and	CCONJ
z029p269z90	1	17	proofs	proof	NOUN
z029p269z90	1	18	in	in	ADP
z029p269z90	1	19	a	a	DET
z029p269z90	1	20	publication	publication	NOUN
z029p269z90	1	21	.	.	PUNCT
z029p269z90	2	1	however	however	ADV
z029p269z90	2	2	,	,	PUNCT
z029p269z90	2	3	as	as	SCONJ
z029p269z90	2	4	computation	computation	NOUN
z029p269z90	2	5	pervades	pervade	NOUN
z029p269z90	2	6	science	science	NOUN
z029p269z90	2	7	and	and	CCONJ
z029p269z90	2	8	changes	change	VERB
z029p269z90	2	9	the	the	DET
z029p269z90	2	10	way	way	NOUN
z029p269z90	2	11	how	how	SCONJ
z029p269z90	2	12	research	research	NOUN
z029p269z90	2	13	is	be	AUX
z029p269z90	2	14	conducted	conduct	VERB
z029p269z90	2	15	,	,	PUNCT
z029p269z90	2	16	relying	rely	VERB
z029p269z90	2	17	only	only	ADV
z029p269z90	2	18	on	on	ADP
z029p269z90	2	19	the	the	DET
z029p269z90	2	20	experimental	experimental	ADJ
z029p269z90	2	21	results	result	NOUN
z029p269z90	2	22	in	in	ADP
z029p269z90	2	23	a	a	DET
z029p269z90	2	24	publication	publication	NOUN
z029p269z90	2	25	can	can	AUX
z029p269z90	2	26	not	not	PART
z029p269z90	2	27	guarantee	guarantee	VERB
z029p269z90	2	28	reproducibility	reproducibility	NOUN
z029p269z90	2	29	.	.	PUNCT
z029p269z90	3	1	the	the	DET
z029p269z90	3	2	execution	execution	NOUN
z029p269z90	3	3	environment	environment	NOUN
z029p269z90	3	4	,	,	PUNCT
z029p269z90	3	5	in	in	ADP
z029p269z90	3	6	which	which	PRON
z029p269z90	3	7	the	the	DET
z029p269z90	3	8	results	result	NOUN
z029p269z90	3	9	were	be	AUX
z029p269z90	3	10	generated	generate	VERB
z029p269z90	3	11	,	,	PUNCT
z029p269z90	3	12	is	be	AUX
z029p269z90	3	13	another	another	DET
z029p269z90	3	14	important	important	ADJ
z029p269z90	3	15	ingredient	ingredient	NOUN
z029p269z90	3	16	and	and	CCONJ
z029p269z90	3	17	must	must	AUX
z029p269z90	3	18	also	also	ADV
z029p269z90	3	19	be	be	AUX
z029p269z90	3	20	preserved	preserve	VERB
z029p269z90	3	21	to	to	PART
z029p269z90	3	22	reproduce	reproduce	VERB
z029p269z90	3	23	the	the	DET
z029p269z90	3	24	results	result	NOUN
z029p269z90	3	25	.	.	PUNCT
z029p269z90	4	1	unfortunately	unfortunately	ADV
z029p269z90	4	2	,	,	PUNCT
z029p269z90	4	3	execution	execution	NOUN
z029p269z90	4	4	environments	environment	NOUN
z029p269z90	4	5	for	for	ADP
z029p269z90	4	6	scientific	scientific	ADJ
z029p269z90	4	7	work	work	NOUN
z029p269z90	4	8	are	be	AUX
z029p269z90	4	9	often	often	ADV
z029p269z90	4	10	fragile	fragile	ADJ
z029p269z90	4	11	and	and	CCONJ
z029p269z90	4	12	too	too	ADV
z029p269z90	4	13	complex	complex	ADJ
z029p269z90	4	14	to	to	PART
z029p269z90	4	15	be	be	AUX
z029p269z90	4	16	well	well	ADV
z029p269z90	4	17	understood	understand	VERB
z029p269z90	4	18	by	by	ADP
z029p269z90	4	19	researchers	researcher	NOUN
z029p269z90	4	20	,	,	PUNCT
z029p269z90	4	21	let	let	VERB
z029p269z90	4	22	alone	alone	ADJ
z029p269z90	4	23	to	to	PART
z029p269z90	4	24	be	be	AUX
z029p269z90	4	25	preserved	preserve	VERB
z029p269z90	4	26	.	.	PUNCT
z029p269z90	5	1	this	this	DET
z029p269z90	5	2	dissertation	dissertation	NOUN
z029p269z90	5	3	proposes	propose	VERB
z029p269z90	5	4	two	two	NUM
z029p269z90	5	5	broad	broad	ADJ
z029p269z90	5	6	approaches	approach	NOUN
z029p269z90	5	7	for	for	ADP
z029p269z90	5	8	improving	improve	VERB
z029p269z90	5	9	the	the	DET
z029p269z90	5	10	reproducibility	reproducibility	NOUN
z029p269z90	5	11	of	of	ADP
z029p269z90	5	12	scientific	scientific	ADJ
z029p269z90	5	13	applications	application	NOUN
z029p269z90	5	14	and	and	CCONJ
z029p269z90	5	15	explore	explore	VERB
z029p269z90	5	16	their	their	PRON
z029p269z90	5	17	feasibility	feasibility	NOUN
z029p269z90	5	18	and	and	CCONJ
z029p269z90	5	19	applicability	applicability	NOUN
z029p269z90	5	20	for	for	ADP
z029p269z90	5	21	both	both	CCONJ
z029p269z90	5	22	single	single	ADJ
z029p269z90	5	23	-	-	PUNCT
z029p269z90	5	24	machine	machine	NOUN
z029p269z90	5	25	scientific	scientific	ADJ
z029p269z90	5	26	applications	application	NOUN
z029p269z90	5	27	and	and	CCONJ
z029p269z90	5	28	complex	complex	ADJ
z029p269z90	5	29	scientific	scientific	ADJ
z029p269z90	5	30	workflows	workflow	NOUN
z029p269z90	5	31	.	.	PUNCT
z029p269z90	6	1	the	the	DET
z029p269z90	6	2	first	first	ADJ
z029p269z90	6	3	approach	approach	NOUN
z029p269z90	6	4	wraps	wrap	VERB
z029p269z90	6	5	the	the	DET
z029p269z90	6	6	minimal	minimal	ADJ
z029p269z90	6	7	execution	execution	NOUN
z029p269z90	6	8	environment	environment	NOUN
z029p269z90	6	9	of	of	ADP
z029p269z90	6	10	an	an	DET
z029p269z90	6	11	application	application	NOUN
z029p269z90	6	12	into	into	ADP
z029p269z90	6	13	an	an	DET
z029p269z90	6	14	all	all	ADV
z029p269z90	6	15	-	-	PUNCT
z029p269z90	6	16	in	in	ADP
z029p269z90	6	17	-	-	PUNCT
z029p269z90	6	18	one	one	NUM
z029p269z90	6	19	package	package	NOUN
z029p269z90	6	20	.	.	PUNCT
z029p269z90	7	1	the	the	DET
z029p269z90	7	2	second	second	ADJ
z029p269z90	7	3	approach	approach	NOUN
z029p269z90	7	4	specifies	specify	VERB
z029p269z90	7	5	the	the	DET
z029p269z90	7	6	execution	execution	NOUN
z029p269z90	7	7	environment	environment	NOUN
z029p269z90	7	8	from	from	ADP
z029p269z90	7	9	hardware	hardware	NOUN
z029p269z90	7	10	,	,	PUNCT
z029p269z90	7	11	kernel	kernel	NOUN
z029p269z90	7	12	and	and	CCONJ
z029p269z90	7	13	os	os	INTJ
z029p269z90	7	14	all	all	DET
z029p269z90	7	15	the	the	DET
z029p269z90	7	16	way	way	NOUN
z029p269z90	7	17	up	up	ADP
z029p269z90	7	18	to	to	ADP
z029p269z90	7	19	software	software	NOUN
z029p269z90	7	20	,	,	PUNCT
z029p269z90	7	21	data	datum	NOUN
z029p269z90	7	22	and	and	CCONJ
z029p269z90	7	23	environment	environment	NOUN
z029p269z90	7	24	variables	variable	NOUN
z029p269z90	7	25	in	in	ADP
z029p269z90	7	26	an	an	DET
z029p269z90	7	27	organized	organized	ADJ
z029p269z90	7	28	way	way	NOUN
z029p269z90	7	29	,	,	PUNCT
z029p269z90	7	30	preserves	preserve	VERB
z029p269z90	7	31	dependencies	dependency	NOUN
z029p269z90	7	32	in	in	ADP
z029p269z90	7	33	the	the	DET
z029p269z90	7	34	unit	unit	NOUN
z029p269z90	7	35	of	of	ADP
z029p269z90	7	36	basic	basic	ADJ
z029p269z90	7	37	os	os	INTJ
z029p269z90	7	38	image	image	NOUN
z029p269z90	7	39	,	,	PUNCT
z029p269z90	7	40	software	software	NOUN
z029p269z90	7	41	and	and	CCONJ
z029p269z90	7	42	data	datum	NOUN
z029p269z90	7	43	,	,	PUNCT
z029p269z90	7	44	and	and	CCONJ
z029p269z90	7	45	combines	combine	VERB
z029p269z90	7	46	all	all	DET
z029p269z90	7	47	the	the	DET
z029p269z90	7	48	dependencies	dependency	NOUN
z029p269z90	7	49	at	at	ADP
z029p269z90	7	50	runtime	runtime	NOUN
z029p269z90	7	51	using	use	VERB
z029p269z90	7	52	mounting	mount	VERB
z029p269z90	7	53	mechanisms	mechanism	NOUN
z029p269z90	7	54	.	.	PUNCT
z029p269z90	8	1	for	for	ADP
z029p269z90	8	2	each	each	DET
z029p269z90	8	3	approach	approach	NOUN
z029p269z90	8	4	,	,	PUNCT
z029p269z90	8	5	a	a	DET
z029p269z90	8	6	prototype	prototype	NOUN
z029p269z90	8	7	was	be	AUX
z029p269z90	8	8	implemented	implement	VERB
z029p269z90	8	9	and	and	CCONJ
z029p269z90	8	10	the	the	DET
z029p269z90	8	11	following	follow	VERB
z029p269z90	8	12	three	three	NUM
z029p269z90	8	13	aspects	aspect	NOUN
z029p269z90	8	14	are	be	AUX
z029p269z90	8	15	explored	explore	VERB
z029p269z90	8	16	:	:	PUNCT
z029p269z90	8	17	what	what	PRON
z029p269z90	8	18	to	to	PART
z029p269z90	8	19	preserve	preserve	VERB
z029p269z90	8	20	,	,	PUNCT
z029p269z90	8	21	how	how	SCONJ
z029p269z90	8	22	to	to	PART
z029p269z90	8	23	preserve	preserve	VERB
z029p269z90	8	24	and	and	CCONJ
z029p269z90	8	25	how	how	SCONJ
z029p269z90	8	26	to	to	PART
z029p269z90	8	27	reproduce	reproduce	VERB
z029p269z90	8	28	.	.	PUNCT
z029p269z90	9	1	the	the	DET
z029p269z90	9	2	time	time	NOUN
z029p269z90	9	3	and	and	CCONJ
z029p269z90	9	4	space	space	NOUN
z029p269z90	9	5	overheads	overhead	NOUN
z029p269z90	9	6	to	to	PART
z029p269z90	9	7	preserve	preserve	VERB
z029p269z90	9	8	and	and	CCONJ
z029p269z90	9	9	reproduce	reproduce	VERB
z029p269z90	9	10	applications	application	NOUN
z029p269z90	9	11	,	,	PUNCT
z029p269z90	9	12	and	and	CCONJ
z029p269z90	9	13	the	the	DET
z029p269z90	9	14	correctness	correctness	NOUN
z029p269z90	9	15	of	of	ADP
z029p269z90	9	16	preserved	preserve	VERB
z029p269z90	9	17	artifacts	artifact	NOUN
z029p269z90	9	18	are	be	AUX
z029p269z90	9	19	evaluated	evaluate	VERB
z029p269z90	9	20	through	through	ADP
z029p269z90	9	21	applications	application	NOUN
z029p269z90	9	22	from	from	ADP
z029p269z90	9	23	high	high	ADJ
z029p269z90	9	24	energy	energy	NOUN
z029p269z90	9	25	physics	physic	NOUN
z029p269z90	9	26	,	,	PUNCT
z029p269z90	9	27	bioinformatics	bioinformatic	NOUN
z029p269z90	9	28	,	,	PUNCT
z029p269z90	9	29	epidemiology	epidemiology	NOUN
z029p269z90	9	30	and	and	CCONJ
z029p269z90	9	31	scene	scene	NOUN
z029p269z90	9	32	rendering	render	VERB
z029p269z90	9	33	.	.	PUNCT
z029p269z90	10	1	the	the	DET
z029p269z90	10	2	evaluation	evaluation	NOUN
z029p269z90	10	3	results	result	NOUN
z029p269z90	10	4	show	show	VERB
z029p269z90	10	5	that	that	SCONJ
z029p269z90	10	6	both	both	DET
z029p269z90	10	7	approaches	approach	NOUN
z029p269z90	10	8	allow	allow	VERB
z029p269z90	10	9	researchers	researcher	NOUN
z029p269z90	10	10	to	to	PART
z029p269z90	10	11	reproduce	reproduce	VERB
z029p269z90	10	12	an	an	DET
z029p269z90	10	13	application	application	NOUN
z029p269z90	10	14	and	and	CCONJ
z029p269z90	10	15	verify	verify	VERB
z029p269z90	10	16	its	its	PRON
z029p269z90	10	17	results	result	NOUN
z029p269z90	10	18	.	.	PUNCT
z029p269z90	11	1	however	however	ADV
z029p269z90	11	2	,	,	PUNCT
z029p269z90	11	3	the	the	DET
z029p269z90	11	4	second	second	ADJ
z029p269z90	11	5	approach	approach	NOUN
z029p269z90	11	6	avoids	avoid	VERB
z029p269z90	11	7	storing	store	VERB
z029p269z90	11	8	shared	share	VERB
z029p269z90	11	9	dependencies	dependency	NOUN
z029p269z90	11	10	repeatedly	repeatedly	ADV
z029p269z90	11	11	and	and	CCONJ
z029p269z90	11	12	makes	make	VERB
z029p269z90	11	13	it	it	PRON
z029p269z90	11	14	easier	easy	ADJ
z029p269z90	11	15	to	to	PART
z029p269z90	11	16	extend	extend	VERB
z029p269z90	11	17	the	the	DET
z029p269z90	11	18	original	original	ADJ
z029p269z90	11	19	work	work	NOUN
z029p269z90	11	20	.	.	PUNCT
z029p269z90	12	1	this	this	DET
z029p269z90	12	2	work	work	NOUN
z029p269z90	12	3	makes	make	VERB
z029p269z90	12	4	its	its	PRON
z029p269z90	12	5	contribution	contribution	NOUN
z029p269z90	12	6	by	by	ADP
z029p269z90	12	7	demonstrating	demonstrate	VERB
z029p269z90	12	8	the	the	DET
z029p269z90	12	9	importance	importance	NOUN
z029p269z90	12	10	of	of	ADP
z029p269z90	12	11	execution	execution	NOUN
z029p269z90	12	12	environments	environment	NOUN
z029p269z90	12	13	for	for	ADP
z029p269z90	12	14	the	the	DET
z029p269z90	12	15	reproducibility	reproducibility	NOUN
z029p269z90	12	16	of	of	ADP
z029p269z90	12	17	scientific	scientific	ADJ
z029p269z90	12	18	applications	application	NOUN
z029p269z90	12	19	and	and	CCONJ
z029p269z90	12	20	differentiating	differentiate	VERB
z029p269z90	12	21	execution	execution	NOUN
z029p269z90	12	22	environment	environment	NOUN
z029p269z90	12	23	specifications	specification	NOUN
z029p269z90	12	24	,	,	PUNCT
z029p269z90	12	25	which	which	PRON
z029p269z90	12	26	should	should	AUX
z029p269z90	12	27	be	be	AUX
z029p269z90	12	28	lightweight	lightweight	ADJ
z029p269z90	12	29	,	,	PUNCT
z029p269z90	12	30	persistent	persistent	ADJ
z029p269z90	12	31	and	and	CCONJ
z029p269z90	12	32	deployable	deployable	ADJ
z029p269z90	12	33	,	,	PUNCT
z029p269z90	12	34	from	from	ADP
z029p269z90	12	35	various	various	ADJ
z029p269z90	12	36	tools	tool	NOUN
z029p269z90	12	37	used	use	VERB
z029p269z90	12	38	to	to	PART
z029p269z90	12	39	create	create	VERB
z029p269z90	12	40	execution	execution	NOUN
z029p269z90	12	41	environments	environment	NOUN
z029p269z90	12	42	,	,	PUNCT
z029p269z90	12	43	which	which	PRON
z029p269z90	12	44	may	may	AUX
z029p269z90	12	45	experience	experience	VERB
z029p269z90	12	46	frequent	frequent	ADJ
z029p269z90	12	47	changes	change	NOUN
z029p269z90	12	48	due	due	ADJ
z029p269z90	12	49	to	to	ADP
z029p269z90	12	50	technological	technological	ADJ
z029p269z90	12	51	evolution	evolution	NOUN
z029p269z90	12	52	.	.	PUNCT
z029p269z90	13	1	it	it	PRON
z029p269z90	13	2	proposes	propose	VERB
z029p269z90	13	3	two	two	NUM
z029p269z90	13	4	preservation	preservation	NOUN
z029p269z90	13	5	approaches	approach	NOUN
z029p269z90	13	6	and	and	CCONJ
z029p269z90	13	7	prototypes	prototype	NOUN
z029p269z90	13	8	for	for	ADP
z029p269z90	13	9	the	the	DET
z029p269z90	13	10	purposes	purpose	NOUN
z029p269z90	13	11	of	of	ADP
z029p269z90	13	12	both	both	DET
z029p269z90	13	13	result	result	NOUN
z029p269z90	13	14	verification	verification	NOUN
z029p269z90	13	15	and	and	CCONJ
z029p269z90	13	16	research	research	NOUN
z029p269z90	13	17	extension	extension	NOUN
z029p269z90	13	18	,	,	PUNCT
z029p269z90	13	19	and	and	CCONJ
z029p269z90	13	20	provides	provide	VERB
z029p269z90	13	21	recommendations	recommendation	NOUN
z029p269z90	13	22	on	on	ADP
z029p269z90	13	23	how	how	SCONJ
z029p269z90	13	24	to	to	PART
z029p269z90	13	25	build	build	VERB
z029p269z90	13	26	reproducible	reproducible	VERB
z029p269z90	13	27	scientific	scientific	ADJ
z029p269z90	13	28	applications	application	NOUN
z029p269z90	13	29	from	from	ADP
z029p269z90	13	30	the	the	DET
z029p269z90	13	31	start	start	NOUN
z029p269z90	13	32	.	.	PUNCT