id	author	title	date	pages	extension	mime	words	sentences	flesch	summary	cache	txt
cord-104169-2sbc1guz	Satish, Swarup	The impact of preprint servers in the formation of novel ideas	2020-10-08		.txt	text/plain	4803	306	59	Our proposed Bayesian Approach to Novelty Detection (BAND) finds the time interval τ that maximizes the observed series of publication frequency for a phrase (Figure 1 ). Our motivation for finding τ using BAND is to compare the impact of different publication venues (i.e. preprint servers and peer-reviewed journals) that cover overlapping research topics. In our analysis (Section 5.2), we compare these methods to BAND not only for finding the first clear inflection point, but also how relevant τ is for the end goal of novelty detection and comparing research impact. • Can we find the point τ in time when a phrase is determined novel using our Bayesian Approach to Novelty Detection (BAND)? Our findings indicate that novel phrases, which we use as a proxy for new ideas, in most cases appear on pre-print servers and in peer reviewed journals.	./cache/cord-104169-2sbc1guz.txt	./txt/cord-104169-2sbc1guz.txt