id	sid	tid	token	lemma	pos
iassist-967	1	1	1/26	1/26	NUM
iassist-967	1	2	antognoli	antognoli	NOUN
iassist-967	1	3	,	,	PUNCT
iassist-967	1	4	erin	erin	NOUN
iassist-967	1	5	;	;	PUNCT
iassist-967	1	6	avila	avila	PROPN
iassist-967	1	7	,	,	PUNCT
iassist-967	1	8	regina	regina	PROPN
iassist-967	1	9	;	;	PUNCT
iassist-967	1	10	sears	sears	PROPN
iassist-967	1	11	,	,	PUNCT
iassist-967	1	12	jonathan	jonathan	PROPN
iassist-967	1	13	;	;	PUNCT
iassist-967	1	14	christiansen	christiansen	PROPN
iassist-967	1	15	,	,	PUNCT
iassist-967	1	16	leighton	leighton	PROPN
iassist-967	1	17	;	;	PUNCT
iassist-967	1	18	tieman	tieman	NOUN
iassist-967	1	19	,	,	PUNCT
iassist-967	1	20	jessica	jessica	PROPN
iassist-967	1	21	;	;	PUNCT
iassist-967	1	22	hart	hart	PROPN
iassist-967	1	23	,	,	PUNCT
iassist-967	1	24	jacquelyn	jacquelyn	PROPN
iassist-967	1	25	(	(	PUNCT
iassist-967	1	26	2020	2020	NUM
iassist-967	1	27	)	)	PUNCT
iassist-967	1	28	reproducibility	reproducibility	NOUN
iassist-967	1	29	literature	literature	NOUN
iassist-967	1	30	analysis	analysis	NOUN
iassist-967	1	31	a	a	DET
iassist-967	1	32	federal	federal	ADJ
iassist-967	1	33	information	information	NOUN
iassist-967	1	34	professional	professional	PROPN
iassist-967	1	35	perspective	perspective	NOUN
iassist-967	1	36	,	,	PUNCT
iassist-967	1	37	iassist	iassist	VERB
iassist-967	1	38	quarterly	quarterly	ADJ
iassist-967	1	39	44(1	44(1	PROPN
iassist-967	1	40	-	-	PUNCT
iassist-967	1	41	2	2	NUM
iassist-967	1	42	)	)	PUNCT
iassist-967	1	43	,	,	PUNCT
iassist-967	1	44	pp	pp	ADJ
iassist-967	1	45	.	.	PUNCT
iassist-967	2	1	1	1	NUM
iassist-967	2	2	-	-	SYM
iassist-967	2	3	26	26	NUM
iassist-967	2	4	.	.	PUNCT
iassist-967	3	1	doi	doi	NOUN
iassist-967	3	2	:	:	PUNCT
iassist-967	3	3	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	3	4	reproducibility	reproducibility	NOUN
iassist-967	3	5	literature	literature	NOUN
iassist-967	3	6	analysis	analysis	NOUN
iassist-967	3	7	a	a	DET
iassist-967	3	8	federal	federal	ADJ
iassist-967	3	9	information	information	NOUN
iassist-967	3	10	professional	professional	PROPN
iassist-967	3	11	perspective	perspective	PROPN
iassist-967	3	12	erin	erin	PROPN
iassist-967	3	13	antognoli1	antognoli1	PROPN
iassist-967	3	14	,	,	PUNCT
iassist-967	3	15	regina	regina	PROPN
iassist-967	3	16	avila2	avila2	PROPN
iassist-967	3	17	,	,	PUNCT
iassist-967	3	18	jonathan	jonathan	PROPN
iassist-967	3	19	sears3	sears3	PROPN
iassist-967	3	20	,	,	PUNCT
iassist-967	3	21	leighton	leighton	PROPN
iassist-967	3	22	christiansen4	christiansen4	PROPN
iassist-967	3	23	,	,	PUNCT
iassist-967	3	24	jessica	jessica	PROPN
iassist-967	3	25	tieman5	tieman5	PROPN
iassist-967	3	26	,	,	PUNCT
iassist-967	3	27	jacquelyn	jacquelyn	PROPN
iassist-967	3	28	hart6	hart6	PROPN
iassist-967	3	29	abstract	abstract	ADV
iassist-967	4	1	this	this	DET
iassist-967	4	2	article	article	NOUN
iassist-967	4	3	examines	examine	VERB
iassist-967	4	4	a	a	DET
iassist-967	4	5	cross	cross	NOUN
iassist-967	4	6	-	-	NOUN
iassist-967	4	7	section	section	NOUN
iassist-967	4	8	of	of	ADP
iassist-967	4	9	literature	literature	NOUN
iassist-967	4	10	and	and	CCONJ
iassist-967	4	11	other	other	ADJ
iassist-967	4	12	resources	resource	NOUN
iassist-967	4	13	to	to	PART
iassist-967	4	14	reveal	reveal	VERB
iassist-967	4	15	common	common	ADJ
iassist-967	4	16	reproducibility	reproducibility	NOUN
iassist-967	4	17	issues	issue	NOUN
iassist-967	4	18	faced	face	VERB
iassist-967	4	19	by	by	ADP
iassist-967	4	20	stakeholders	stakeholder	NOUN
iassist-967	4	21	regardless	regardless	ADV
iassist-967	4	22	of	of	ADP
iassist-967	4	23	subject	subject	ADJ
iassist-967	4	24	area	area	NOUN
iassist-967	4	25	or	or	CCONJ
iassist-967	4	26	focus	focus	NOUN
iassist-967	4	27	.	.	PUNCT
iassist-967	5	1	we	we	PRON
iassist-967	5	2	identify	identify	VERB
iassist-967	5	3	a	a	DET
iassist-967	5	4	variety	variety	NOUN
iassist-967	5	5	of	of	ADP
iassist-967	5	6	issues	issue	NOUN
iassist-967	5	7	named	name	VERB
iassist-967	5	8	as	as	ADP
iassist-967	5	9	reproducibility	reproducibility	NOUN
iassist-967	5	10	barriers	barrier	NOUN
iassist-967	5	11	,	,	PUNCT
iassist-967	5	12	the	the	DET
iassist-967	5	13	solutions	solution	NOUN
iassist-967	5	14	to	to	ADP
iassist-967	5	15	such	such	ADJ
iassist-967	5	16	barriers	barrier	NOUN
iassist-967	5	17	,	,	PUNCT
iassist-967	5	18	and	and	CCONJ
iassist-967	5	19	reflect	reflect	VERB
iassist-967	5	20	on	on	ADP
iassist-967	5	21	how	how	SCONJ
iassist-967	5	22	researchers	researcher	NOUN
iassist-967	5	23	and	and	CCONJ
iassist-967	5	24	information	information	NOUN
iassist-967	5	25	professionals	professional	NOUN
iassist-967	5	26	can	can	AUX
iassist-967	5	27	act	act	VERB
iassist-967	5	28	to	to	PART
iassist-967	5	29	address	address	VERB
iassist-967	5	30	the	the	DET
iassist-967	5	31	‘	'	PUNCT
iassist-967	5	32	reproducibility	reproducibility	NOUN
iassist-967	5	33	crisis	crisis	NOUN
iassist-967	5	34	.	.	PUNCT
iassist-967	5	35	’	'	PUNCT
iassist-967	6	1	the	the	DET
iassist-967	6	2	finished	finished	ADJ
iassist-967	6	3	products	product	NOUN
iassist-967	6	4	of	of	ADP
iassist-967	6	5	this	this	DET
iassist-967	6	6	work	work	NOUN
iassist-967	6	7	include	include	VERB
iassist-967	6	8	an	an	DET
iassist-967	6	9	annotated	annotated	ADJ
iassist-967	6	10	list	list	NOUN
iassist-967	6	11	of	of	ADP
iassist-967	6	12	122	122	NUM
iassist-967	6	13	published	publish	VERB
iassist-967	6	14	resources	resource	NOUN
iassist-967	6	15	and	and	CCONJ
iassist-967	6	16	a	a	DET
iassist-967	6	17	primer	primer	NOUN
iassist-967	6	18	that	that	PRON
iassist-967	6	19	identifies	identify	VERB
iassist-967	6	20	and	and	CCONJ
iassist-967	6	21	defines	define	VERB
iassist-967	6	22	key	key	ADJ
iassist-967	6	23	concepts	concept	NOUN
iassist-967	6	24	from	from	ADP
iassist-967	6	25	the	the	DET
iassist-967	6	26	resources	resource	NOUN
iassist-967	6	27	that	that	PRON
iassist-967	6	28	contribute	contribute	VERB
iassist-967	6	29	to	to	ADP
iassist-967	6	30	the	the	DET
iassist-967	6	31	crisis	crisis	NOUN
iassist-967	6	32	.	.	PUNCT
iassist-967	7	1	keywords	keyword	NOUN
iassist-967	7	2	reproducibility	reproducibility	NOUN
iassist-967	7	3	,	,	PUNCT
iassist-967	7	4	reproducibility	reproducibility	NOUN
iassist-967	7	5	crisis	crisis	NOUN
iassist-967	7	6	,	,	PUNCT
iassist-967	7	7	replicability	replicability	NOUN
iassist-967	7	8	,	,	PUNCT
iassist-967	7	9	research	research	NOUN
iassist-967	7	10	data	datum	NOUN
iassist-967	7	11	,	,	PUNCT
iassist-967	7	12	landscape	landscape	NOUN
iassist-967	7	13	analysis	analysis	NOUN
iassist-967	7	14	,	,	PUNCT
iassist-967	7	15	culture	culture	NOUN
iassist-967	7	16	shift	shift	NOUN
iassist-967	7	17	introduction	introduction	NOUN
iassist-967	7	18	over	over	ADP
iassist-967	7	19	the	the	DET
iassist-967	7	20	last	last	ADJ
iassist-967	7	21	number	number	NOUN
iassist-967	7	22	of	of	ADP
iassist-967	7	23	years	year	NOUN
iassist-967	7	24	,	,	PUNCT
iassist-967	7	25	the	the	DET
iassist-967	7	26	terms	term	NOUN
iassist-967	7	27	‘	'	PUNCT
iassist-967	7	28	reproducibility	reproducibility	NOUN
iassist-967	7	29	’	'	PUNCT
iassist-967	7	30	and	and	CCONJ
iassist-967	7	31	‘	'	PUNCT
iassist-967	7	32	replicability	replicability	NOUN
iassist-967	7	33	’	'	PUNCT
iassist-967	7	34	have	have	AUX
iassist-967	7	35	left	leave	VERB
iassist-967	7	36	the	the	DET
iassist-967	7	37	realm	realm	NOUN
iassist-967	7	38	of	of	ADP
iassist-967	7	39	science	science	NOUN
iassist-967	7	40	and	and	CCONJ
iassist-967	7	41	become	become	AUX
iassist-967	7	42	widely	widely	ADV
iassist-967	7	43	discussed	discuss	VERB
iassist-967	7	44	in	in	ADP
iassist-967	7	45	mainstream	mainstream	NOUN
iassist-967	7	46	media	medium	NOUN
iassist-967	7	47	.	.	PUNCT
iassist-967	8	1	books	book	NOUN
iassist-967	8	2	,	,	PUNCT
iassist-967	8	3	blogs	blog	NOUN
iassist-967	8	4	,	,	PUNCT
iassist-967	8	5	and	and	CCONJ
iassist-967	8	6	television	television	NOUN
iassist-967	8	7	news	news	NOUN
iassist-967	8	8	shows	show	NOUN
iassist-967	8	9	have	have	AUX
iassist-967	8	10	talked	talk	VERB
iassist-967	8	11	about	about	ADP
iassist-967	8	12	the	the	DET
iassist-967	8	13	emergence	emergence	NOUN
iassist-967	8	14	of	of	ADP
iassist-967	8	15	a	a	DET
iassist-967	8	16	‘	'	PUNCT
iassist-967	8	17	reproducibility	reproducibility	NOUN
iassist-967	8	18	crisis	crisis	NOUN
iassist-967	8	19	’	'	PUNCT
iassist-967	8	20	which	which	PRON
iassist-967	8	21	brings	bring	VERB
iassist-967	8	22	the	the	DET
iassist-967	8	23	validity	validity	NOUN
iassist-967	8	24	of	of	ADP
iassist-967	8	25	scientific	scientific	ADJ
iassist-967	8	26	research	research	NOUN
iassist-967	8	27	into	into	ADP
iassist-967	8	28	question	question	NOUN
iassist-967	8	29	.	.	PUNCT
iassist-967	9	1	numerous	numerous	ADJ
iassist-967	9	2	studies	study	NOUN
iassist-967	9	3	and	and	CCONJ
iassist-967	9	4	reports	report	NOUN
iassist-967	9	5	identifying	identify	VERB
iassist-967	9	6	the	the	DET
iassist-967	9	7	status	status	NOUN
iassist-967	9	8	of	of	ADP
iassist-967	9	9	research	research	NOUN
iassist-967	9	10	reproducibility	reproducibility	NOUN
iassist-967	9	11	reveal	reveal	VERB
iassist-967	9	12	problems	problem	NOUN
iassist-967	9	13	at	at	ADP
iassist-967	9	14	all	all	DET
iassist-967	9	15	levels	level	NOUN
iassist-967	9	16	of	of	ADP
iassist-967	9	17	study	study	NOUN
iassist-967	9	18	across	across	ADP
iassist-967	9	19	multiple	multiple	ADJ
iassist-967	9	20	research	research	NOUN
iassist-967	9	21	disciplines	discipline	NOUN
iassist-967	9	22	.	.	PUNCT
iassist-967	10	1	even	even	ADV
iassist-967	10	2	published	publish	VERB
iassist-967	10	3	research	research	NOUN
iassist-967	10	4	from	from	ADP
iassist-967	10	5	prominent	prominent	ADJ
iassist-967	10	6	journals	journal	NOUN
iassist-967	10	7	and	and	CCONJ
iassist-967	10	8	institutions	institution	NOUN
iassist-967	10	9	suffer	suffer	VERB
iassist-967	10	10	from	from	ADP
iassist-967	10	11	reproducibility	reproducibility	NOUN
iassist-967	10	12	issues	issue	NOUN
iassist-967	10	13	(	(	PUNCT
iassist-967	10	14	weir	weir	NOUN
iassist-967	10	15	,	,	PUNCT
iassist-967	10	16	2015	2015	NUM
iassist-967	10	17	)	)	PUNCT
iassist-967	10	18	.	.	PUNCT
iassist-967	11	1	while	while	SCONJ
iassist-967	11	2	some	some	PRON
iassist-967	11	3	question	question	NOUN
iassist-967	11	4	the	the	DET
iassist-967	11	5	idea	idea	NOUN
iassist-967	11	6	that	that	SCONJ
iassist-967	11	7	the	the	DET
iassist-967	11	8	issues	issue	NOUN
iassist-967	11	9	surrounding	surround	VERB
iassist-967	11	10	reproducibility	reproducibility	NOUN
iassist-967	11	11	constitute	constitute	VERB
iassist-967	11	12	a	a	DET
iassist-967	11	13	‘	'	PUNCT
iassist-967	11	14	crisis	crisis	NOUN
iassist-967	11	15	’	'	PUNCT
iassist-967	11	16	(	(	PUNCT
iassist-967	11	17	baker	baker	NOUN
iassist-967	11	18	,	,	PUNCT
iassist-967	11	19	2016c	2016c	NUM
iassist-967	11	20	)	)	PUNCT
iassist-967	11	21	,	,	PUNCT
iassist-967	11	22	evidence	evidence	NOUN
iassist-967	11	23	points	point	VERB
iassist-967	11	24	to	to	ADP
iassist-967	11	25	a	a	DET
iassist-967	11	26	widespread	widespread	ADJ
iassist-967	11	27	difficulty	difficulty	NOUN
iassist-967	11	28	to	to	PART
iassist-967	11	29	reproduce	reproduce	VERB
iassist-967	11	30	published	publish	VERB
iassist-967	11	31	scientific	scientific	ADJ
iassist-967	11	32	results	result	NOUN
iassist-967	11	33	.	.	PUNCT
iassist-967	12	1	as	as	SCONJ
iassist-967	12	2	data	data	NOUN
iassist-967	12	3	managers	manager	NOUN
iassist-967	12	4	and	and	CCONJ
iassist-967	12	5	information	information	NOUN
iassist-967	12	6	professionals	professional	NOUN
iassist-967	12	7	in	in	ADP
iassist-967	12	8	u.s	u.s	PROPN
iassist-967	12	9	.	.	PROPN
iassist-967	12	10	federal	federal	PROPN
iassist-967	12	11	libraries	library	NOUN
iassist-967	12	12	working	work	VERB
iassist-967	12	13	in	in	ADP
iassist-967	12	14	a	a	DET
iassist-967	12	15	variety	variety	NOUN
iassist-967	12	16	of	of	ADP
iassist-967	12	17	disciplines	discipline	NOUN
iassist-967	12	18	and	and	CCONJ
iassist-967	12	19	backgrounds	background	NOUN
iassist-967	12	20	,	,	PUNCT
iassist-967	12	21	we	we	PRON
iassist-967	12	22	understand	understand	VERB
iassist-967	12	23	the	the	DET
iassist-967	12	24	difficulties	difficulty	NOUN
iassist-967	12	25	surrounding	surround	VERB
iassist-967	12	26	this	this	DET
iassist-967	12	27	topic	topic	NOUN
iassist-967	12	28	.	.	PUNCT
iassist-967	13	1	in	in	ADP
iassist-967	13	2	order	order	NOUN
iassist-967	13	3	to	to	PART
iassist-967	13	4	address	address	VERB
iassist-967	13	5	these	these	DET
iassist-967	13	6	concerns	concern	NOUN
iassist-967	13	7	,	,	PUNCT
iassist-967	13	8	we	we	PRON
iassist-967	13	9	formed	form	VERB
iassist-967	13	10	a	a	DET
iassist-967	13	11	team	team	NOUN
iassist-967	13	12	and	and	CCONJ
iassist-967	13	13	embarked	embark	VERB
iassist-967	13	14	on	on	ADP
iassist-967	13	15	a	a	DET
iassist-967	13	16	project	project	NOUN
iassist-967	13	17	to	to	PART
iassist-967	13	18	identify	identify	VERB
iassist-967	13	19	the	the	DET
iassist-967	13	20	‘	'	PUNCT
iassist-967	13	21	crisis	crisis	NOUN
iassist-967	13	22	’	'	PUNCT
iassist-967	13	23	and	and	CCONJ
iassist-967	13	24	the	the	DET
iassist-967	13	25	ongoing	ongoing	ADJ
iassist-967	13	26	challenge	challenge	NOUN
iassist-967	13	27	it	it	PRON
iassist-967	13	28	creates	create	VERB
iassist-967	13	29	for	for	ADP
iassist-967	13	30	ourselves	ourselves	PRON
iassist-967	13	31	and	and	CCONJ
iassist-967	13	32	our	our	PRON
iassist-967	13	33	stakeholders	stakeholder	NOUN
iassist-967	13	34	.	.	PUNCT
iassist-967	14	1	our	our	PRON
iassist-967	14	2	operating	operate	VERB
iassist-967	14	3	definitions	definition	NOUN
iassist-967	14	4	of	of	ADP
iassist-967	14	5	‘	'	PUNCT
iassist-967	14	6	reproducibility	reproducibility	NOUN
iassist-967	14	7	’	'	PUNCT
iassist-967	14	8	and	and	CCONJ
iassist-967	14	9	‘	'	PUNCT
iassist-967	14	10	replication	replication	NOUN
iassist-967	14	11	’	'	PUNCT
iassist-967	14	12	were	be	AUX
iassist-967	14	13	as	as	SCONJ
iassist-967	14	14	follows	follow	VERB
iassist-967	14	15	:	:	PUNCT
iassist-967	14	16	●	●	NUM
iassist-967	14	17	reproducibility	reproducibility	NOUN
iassist-967	14	18	measures	measure	NOUN
iassist-967	14	19	whether	whether	SCONJ
iassist-967	14	20	a	a	DET
iassist-967	14	21	study	study	NOUN
iassist-967	14	22	or	or	CCONJ
iassist-967	14	23	experiment	experiment	NOUN
iassist-967	14	24	can	can	AUX
iassist-967	14	25	be	be	AUX
iassist-967	14	26	reproduced	reproduce	VERB
iassist-967	14	27	in	in	ADP
iassist-967	14	28	its	its	PRON
iassist-967	14	29	entirety	entirety	NOUN
iassist-967	14	30	.	.	PUNCT
iassist-967	15	1	to	to	PART
iassist-967	15	2	achieve	achieve	VERB
iassist-967	15	3	adequate	adequate	ADJ
iassist-967	15	4	reproducibility	reproducibility	NOUN
iassist-967	15	5	,	,	PUNCT
iassist-967	15	6	studies	study	NOUN
iassist-967	15	7	implement	implement	VERB
iassist-967	15	8	measures	measure	NOUN
iassist-967	15	9	to	to	PART
iassist-967	15	10	support	support	VERB
iassist-967	15	11	verification	verification	NOUN
iassist-967	15	12	of	of	ADP
iassist-967	15	13	research	research	NOUN
iassist-967	15	14	,	,	PUNCT
iassist-967	15	15	including	include	VERB
iassist-967	15	16	,	,	PUNCT
iassist-967	15	17	for	for	ADP
iassist-967	15	18	example	example	NOUN
iassist-967	15	19	,	,	PUNCT
iassist-967	15	20	sharing	share	VERB
iassist-967	15	21	data	datum	NOUN
iassist-967	15	22	and	and	CCONJ
iassist-967	15	23	methods	method	NOUN
iassist-967	15	24	.	.	PUNCT
iassist-967	16	1	no	no	DET
iassist-967	16	2	single	single	ADJ
iassist-967	16	3	factor	factor	NOUN
iassist-967	16	4	or	or	CCONJ
iassist-967	16	5	method	method	NOUN
iassist-967	16	6	alone	alone	ADV
iassist-967	16	7	achieves	achieve	VERB
iassist-967	16	8	reproducibility	reproducibility	NOUN
iassist-967	16	9	in	in	ADP
iassist-967	16	10	a	a	DET
iassist-967	16	11	study	study	NOUN
iassist-967	16	12	,	,	PUNCT
iassist-967	16	13	and	and	CCONJ
iassist-967	16	14	likewise	likewise	ADV
iassist-967	16	15	,	,	PUNCT
iassist-967	16	16	many	many	ADJ
iassist-967	16	17	factors	factor	NOUN
iassist-967	16	18	can	can	AUX
iassist-967	16	19	result	result	VERB
iassist-967	16	20	in	in	ADP
iassist-967	16	21	a	a	DET
iassist-967	16	22	study	study	NOUN
iassist-967	16	23	with	with	ADP
iassist-967	16	24	poor	poor	ADJ
iassist-967	16	25	reproducibility	reproducibility	NOUN
iassist-967	16	26	(	(	PUNCT
iassist-967	16	27	munafò	munafò	VERB
iassist-967	16	28	et	et	PROPN
iassist-967	16	29	al	al	PROPN
iassist-967	16	30	.	.	PROPN
iassist-967	16	31	,	,	PUNCT
iassist-967	16	32	2017	2017	NUM
iassist-967	16	33	)	)	PUNCT
iassist-967	16	34	.	.	PUNCT
iassist-967	17	1	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	17	2	2/26	2/26	NUM
iassist-967	17	3	antognoli	antognoli	NOUN
iassist-967	17	4	,	,	PUNCT
iassist-967	17	5	erin	erin	NOUN
iassist-967	17	6	;	;	PUNCT
iassist-967	17	7	avila	avila	PROPN
iassist-967	17	8	,	,	PUNCT
iassist-967	17	9	regina	regina	PROPN
iassist-967	17	10	;	;	PUNCT
iassist-967	17	11	sears	sears	PROPN
iassist-967	17	12	,	,	PUNCT
iassist-967	17	13	jonathan	jonathan	PROPN
iassist-967	17	14	;	;	PUNCT
iassist-967	17	15	christiansen	christiansen	PROPN
iassist-967	17	16	,	,	PUNCT
iassist-967	17	17	leighton	leighton	PROPN
iassist-967	17	18	;	;	PUNCT
iassist-967	17	19	tieman	tieman	NOUN
iassist-967	17	20	,	,	PUNCT
iassist-967	17	21	jessica	jessica	PROPN
iassist-967	17	22	;	;	PUNCT
iassist-967	17	23	hart	hart	PROPN
iassist-967	17	24	,	,	PUNCT
iassist-967	17	25	jacquelyn	jacquelyn	PROPN
iassist-967	17	26	(	(	PUNCT
iassist-967	17	27	2020	2020	NUM
iassist-967	17	28	)	)	PUNCT
iassist-967	17	29	reproducibility	reproducibility	NOUN
iassist-967	17	30	literature	literature	NOUN
iassist-967	17	31	analysis	analysis	NOUN
iassist-967	17	32	a	a	DET
iassist-967	17	33	federal	federal	ADJ
iassist-967	17	34	information	information	NOUN
iassist-967	17	35	professional	professional	PROPN
iassist-967	17	36	perspective	perspective	NOUN
iassist-967	17	37	,	,	PUNCT
iassist-967	17	38	iassist	iassist	VERB
iassist-967	17	39	quarterly	quarterly	ADJ
iassist-967	17	40	44(1	44(1	PROPN
iassist-967	17	41	-	-	PUNCT
iassist-967	17	42	2	2	NUM
iassist-967	17	43	)	)	PUNCT
iassist-967	17	44	,	,	PUNCT
iassist-967	17	45	pp	pp	ADJ
iassist-967	17	46	.	.	PUNCT
iassist-967	18	1	1	1	NUM
iassist-967	18	2	-	-	SYM
iassist-967	18	3	26	26	NUM
iassist-967	18	4	.	.	PUNCT
iassist-967	19	1	doi	doi	NOUN
iassist-967	19	2	:	:	PUNCT
iassist-967	19	3	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	19	4	●	●	NUM
iassist-967	19	5	replication	replication	NOUN
iassist-967	19	6	is	be	AUX
iassist-967	19	7	the	the	DET
iassist-967	19	8	attempt	attempt	NOUN
iassist-967	19	9	to	to	PART
iassist-967	19	10	recreate	recreate	VERB
iassist-967	19	11	the	the	DET
iassist-967	19	12	conditions	condition	NOUN
iassist-967	19	13	believed	believe	VERB
iassist-967	19	14	sufficient	sufficient	ADJ
iassist-967	19	15	for	for	ADP
iassist-967	19	16	obtaining	obtain	VERB
iassist-967	19	17	a	a	DET
iassist-967	19	18	previously	previously	ADV
iassist-967	19	19	observed	observe	VERB
iassist-967	19	20	finding	finding	NOUN
iassist-967	19	21	and	and	CCONJ
iassist-967	19	22	is	be	AUX
iassist-967	19	23	the	the	DET
iassist-967	19	24	means	mean	NOUN
iassist-967	19	25	of	of	ADP
iassist-967	19	26	establishing	establish	VERB
iassist-967	19	27	reproducibility	reproducibility	NOUN
iassist-967	19	28	of	of	ADP
iassist-967	19	29	a	a	DET
iassist-967	19	30	finding	finding	NOUN
iassist-967	19	31	with	with	ADP
iassist-967	19	32	new	new	ADJ
iassist-967	19	33	data	datum	NOUN
iassist-967	19	34	(	(	PUNCT
iassist-967	19	35	open	open	ADJ
iassist-967	19	36	science	science	NOUN
iassist-967	19	37	collaboration	collaboration	NOUN
iassist-967	19	38	,	,	PUNCT
iassist-967	19	39	2015	2015	NUM
iassist-967	19	40	)	)	PUNCT
iassist-967	19	41	.	.	PUNCT
iassist-967	20	1	it	it	PRON
iassist-967	20	2	should	should	AUX
iassist-967	20	3	be	be	AUX
iassist-967	20	4	noted	note	VERB
iassist-967	20	5	that	that	SCONJ
iassist-967	20	6	formal	formal	ADJ
iassist-967	20	7	definitions	definition	NOUN
iassist-967	20	8	of	of	ADP
iassist-967	20	9	the	the	DET
iassist-967	20	10	two	two	NUM
iassist-967	20	11	terms	term	NOUN
iassist-967	20	12	‘	'	PUNCT
iassist-967	20	13	reproducibility	reproducibility	NOUN
iassist-967	20	14	’	'	PUNCT
iassist-967	20	15	and	and	CCONJ
iassist-967	20	16	‘	'	PUNCT
iassist-967	20	17	replicability	replicability	NOUN
iassist-967	20	18	’	'	PUNCT
iassist-967	20	19	were	be	AUX
iassist-967	20	20	offered	offer	VERB
iassist-967	20	21	in	in	ADP
iassist-967	20	22	a	a	DET
iassist-967	20	23	report	report	NOUN
iassist-967	20	24	by	by	ADP
iassist-967	20	25	the	the	DET
iassist-967	20	26	national	national	ADJ
iassist-967	20	27	academies	academy	NOUN
iassist-967	20	28	of	of	ADP
iassist-967	20	29	sciences	science	NOUN
iassist-967	20	30	,	,	PUNCT
iassist-967	20	31	engineering	engineering	NOUN
iassist-967	20	32	,	,	PUNCT
iassist-967	20	33	and	and	CCONJ
iassist-967	20	34	medicine	medicine	NOUN
iassist-967	20	35	(	(	PUNCT
iassist-967	20	36	2019	2019	NUM
iassist-967	20	37	)	)	PUNCT
iassist-967	20	38	.	.	PUNCT
iassist-967	21	1	the	the	DET
iassist-967	21	2	distinct	distinct	ADJ
iassist-967	21	3	differences	difference	NOUN
iassist-967	21	4	between	between	ADP
iassist-967	21	5	the	the	DET
iassist-967	21	6	two	two	NUM
iassist-967	21	7	definitions	definition	NOUN
iassist-967	21	8	did	do	AUX
iassist-967	21	9	not	not	PART
iassist-967	21	10	play	play	VERB
iassist-967	21	11	a	a	DET
iassist-967	21	12	key	key	ADJ
iassist-967	21	13	part	part	NOUN
iassist-967	21	14	in	in	ADP
iassist-967	21	15	this	this	DET
iassist-967	21	16	project	project	NOUN
iassist-967	21	17	.	.	PUNCT
iassist-967	22	1	the	the	DET
iassist-967	22	2	academies	academy	NOUN
iassist-967	22	3	’	'	PUNCT
iassist-967	22	4	definitions	definition	NOUN
iassist-967	22	5	were	be	AUX
iassist-967	22	6	published	publish	VERB
iassist-967	22	7	after	after	ADP
iassist-967	22	8	most	most	ADJ
iassist-967	22	9	of	of	ADP
iassist-967	22	10	our	our	PRON
iassist-967	22	11	own	own	ADJ
iassist-967	22	12	investigation	investigation	NOUN
iassist-967	22	13	was	be	AUX
iassist-967	22	14	complete	complete	ADJ
iassist-967	22	15	,	,	PUNCT
iassist-967	22	16	and	and	CCONJ
iassist-967	22	17	the	the	DET
iassist-967	22	18	terms	term	NOUN
iassist-967	22	19	were	be	AUX
iassist-967	22	20	deemed	deem	VERB
iassist-967	22	21	somewhat	somewhat	ADV
iassist-967	22	22	interchangeable	interchangeable	ADJ
iassist-967	22	23	throughout	throughout	ADP
iassist-967	22	24	this	this	DET
iassist-967	22	25	exercise	exercise	NOUN
iassist-967	22	26	.	.	PUNCT
iassist-967	23	1	to	to	PART
iassist-967	23	2	fully	fully	ADV
iassist-967	23	3	understand	understand	VERB
iassist-967	23	4	the	the	DET
iassist-967	23	5	reproducibility	reproducibility	NOUN
iassist-967	23	6	crisis	crisis	NOUN
iassist-967	23	7	,	,	PUNCT
iassist-967	23	8	we	we	PRON
iassist-967	23	9	must	must	AUX
iassist-967	23	10	understand	understand	VERB
iassist-967	23	11	the	the	DET
iassist-967	23	12	multitude	multitude	NOUN
iassist-967	23	13	of	of	ADP
iassist-967	23	14	contributing	contribute	VERB
iassist-967	23	15	factors	factor	NOUN
iassist-967	23	16	influencing	influence	VERB
iassist-967	23	17	reproducibility	reproducibility	NOUN
iassist-967	23	18	(	(	PUNCT
iassist-967	23	19	open	open	ADJ
iassist-967	23	20	science	science	NOUN
iassist-967	23	21	collaboration	collaboration	NOUN
iassist-967	23	22	,	,	PUNCT
iassist-967	23	23	2015	2015	NUM
iassist-967	23	24	)	)	PUNCT
iassist-967	23	25	.	.	PUNCT
iassist-967	24	1	we	we	PRON
iassist-967	24	2	gathered	gather	VERB
iassist-967	24	3	a	a	DET
iassist-967	24	4	number	number	NOUN
iassist-967	24	5	of	of	ADP
iassist-967	24	6	resources	resource	NOUN
iassist-967	24	7	and	and	CCONJ
iassist-967	24	8	began	begin	VERB
iassist-967	24	9	studying	study	VERB
iassist-967	24	10	.	.	PUNCT
iassist-967	25	1	our	our	PRON
iassist-967	25	2	findings	finding	NOUN
iassist-967	25	3	resulted	result	VERB
iassist-967	25	4	in	in	ADP
iassist-967	25	5	two	two	NUM
iassist-967	25	6	products	product	NOUN
iassist-967	25	7	discussed	discuss	VERB
iassist-967	25	8	in	in	ADP
iassist-967	25	9	this	this	DET
iassist-967	25	10	paper	paper	NOUN
iassist-967	25	11	:	:	PUNCT
iassist-967	25	12	an	an	DET
iassist-967	25	13	annotated	annotated	ADJ
iassist-967	25	14	list	list	NOUN
iassist-967	25	15	of	of	ADP
iassist-967	25	16	122	122	NUM
iassist-967	25	17	resources	resource	NOUN
iassist-967	25	18	reviewed	review	VERB
iassist-967	25	19	to	to	PART
iassist-967	25	20	understand	understand	VERB
iassist-967	25	21	the	the	DET
iassist-967	25	22	‘	'	PUNCT
iassist-967	25	23	crisis	crisis	NOUN
iassist-967	25	24	,	,	PUNCT
iassist-967	25	25	’	'	PUNCT
iassist-967	25	26	and	and	CCONJ
iassist-967	25	27	a	a	DET
iassist-967	25	28	primer	primer	NOUN
iassist-967	25	29	that	that	PRON
iassist-967	25	30	lists	list	VERB
iassist-967	25	31	the	the	DET
iassist-967	25	32	top	top	ADJ
iassist-967	25	33	issues	issue	NOUN
iassist-967	25	34	and	and	CCONJ
iassist-967	25	35	solutions	solution	NOUN
iassist-967	25	36	defined	define	VERB
iassist-967	25	37	within	within	ADP
iassist-967	25	38	the	the	DET
iassist-967	25	39	resources	resource	NOUN
iassist-967	25	40	.	.	PUNCT
iassist-967	26	1	these	these	DET
iassist-967	26	2	items	item	NOUN
iassist-967	26	3	provided	provide	VERB
iassist-967	26	4	our	our	PRON
iassist-967	26	5	team	team	NOUN
iassist-967	26	6	a	a	DET
iassist-967	26	7	common	common	ADJ
iassist-967	26	8	language	language	NOUN
iassist-967	26	9	and	and	CCONJ
iassist-967	26	10	understanding	understanding	NOUN
iassist-967	26	11	of	of	ADP
iassist-967	26	12	the	the	DET
iassist-967	26	13	problem	problem	NOUN
iassist-967	26	14	which	which	PRON
iassist-967	26	15	we	we	PRON
iassist-967	26	16	can	can	AUX
iassist-967	26	17	use	use	VERB
iassist-967	26	18	in	in	ADP
iassist-967	26	19	our	our	PRON
iassist-967	26	20	profession	profession	NOUN
iassist-967	26	21	moving	move	VERB
iassist-967	26	22	forward	forward	ADV
iassist-967	26	23	.	.	PUNCT
iassist-967	27	1	project	project	NOUN
iassist-967	27	2	origins	origin	NOUN
iassist-967	27	3	our	our	PRON
iassist-967	27	4	journey	journey	NOUN
iassist-967	27	5	started	start	VERB
iassist-967	27	6	with	with	ADP
iassist-967	27	7	a	a	DET
iassist-967	27	8	proposal	proposal	NOUN
iassist-967	27	9	brought	bring	VERB
iassist-967	27	10	up	up	ADP
iassist-967	27	11	within	within	ADP
iassist-967	27	12	cendi7	cendi7	NOUN
iassist-967	27	13	,	,	PUNCT
iassist-967	27	14	a	a	DET
iassist-967	27	15	u.s	u.s	PROPN
iassist-967	27	16	.	.	PROPN
iassist-967	27	17	federal	federal	ADJ
iassist-967	27	18	scientific	scientific	ADJ
iassist-967	27	19	and	and	CCONJ
iassist-967	27	20	technical	technical	ADJ
iassist-967	27	21	information	information	NOUN
iassist-967	27	22	managers	manager	NOUN
iassist-967	27	23	group	group	NOUN
iassist-967	27	24	.	.	PUNCT
iassist-967	28	1	cendi	cendi	PROPN
iassist-967	28	2	is	be	AUX
iassist-967	28	3	‘	'	PUNCT
iassist-967	28	4	a	a	DET
iassist-967	28	5	volunteer	volunteer	NOUN
iassist-967	28	6	-	-	PUNCT
iassist-967	28	7	powered	power	VERB
iassist-967	28	8	membership	membership	NOUN
iassist-967	28	9	organization	organization	NOUN
iassist-967	28	10	that	that	PRON
iassist-967	28	11	serves	serve	VERB
iassist-967	28	12	the	the	DET
iassist-967	28	13	federal	federal	ADJ
iassist-967	28	14	information	information	NOUN
iassist-967	28	15	community	community	NOUN
iassist-967	28	16	that	that	PRON
iassist-967	28	17	is	be	AUX
iassist-967	28	18	,	,	PUNCT
iassist-967	28	19	all	all	DET
iassist-967	28	20	those	those	PRON
iassist-967	28	21	who	who	PRON
iassist-967	28	22	create	create	VERB
iassist-967	28	23	,	,	PUNCT
iassist-967	28	24	manage	manage	VERB
iassist-967	28	25	,	,	PUNCT
iassist-967	28	26	aggregate	aggregate	ADJ
iassist-967	28	27	,	,	PUNCT
iassist-967	28	28	organize	organize	VERB
iassist-967	28	29	,	,	PUNCT
iassist-967	28	30	and	and	CCONJ
iassist-967	28	31	provide	provide	VERB
iassist-967	28	32	access	access	NOUN
iassist-967	28	33	to	to	ADP
iassist-967	28	34	federally	federally	ADV
iassist-967	28	35	-	-	PUNCT
iassist-967	28	36	funded	fund	VERB
iassist-967	28	37	data	datum	NOUN
iassist-967	28	38	and	and	CCONJ
iassist-967	28	39	publications	publication	NOUN
iassist-967	28	40	’	'	PUNCT
iassist-967	28	41	within	within	ADP
iassist-967	28	42	federal	federal	ADJ
iassist-967	28	43	scientific	scientific	ADJ
iassist-967	28	44	and	and	CCONJ
iassist-967	28	45	technical	technical	ADJ
iassist-967	28	46	information	information	NOUN
iassist-967	28	47	agencies	agency	NOUN
iassist-967	28	48	.	.	PUNCT
iassist-967	29	1	its	its	PRON
iassist-967	29	2	member	member	NOUN
iassist-967	29	3	organizations	organization	NOUN
iassist-967	29	4	represent	represent	VERB
iassist-967	29	5	a	a	DET
iassist-967	29	6	cross	cross	NOUN
iassist-967	29	7	-	-	NOUN
iassist-967	29	8	section	section	NOUN
iassist-967	29	9	of	of	ADP
iassist-967	29	10	federal	federal	ADJ
iassist-967	29	11	data	datum	NOUN
iassist-967	29	12	and	and	CCONJ
iassist-967	29	13	publication	publication	NOUN
iassist-967	29	14	stakeholders	stakeholder	NOUN
iassist-967	29	15	—	—	PUNCT
iassist-967	29	16	including	include	VERB
iassist-967	29	17	libraries	library	NOUN
iassist-967	29	18	,	,	PUNCT
iassist-967	29	19	data	datum	NOUN
iassist-967	29	20	centers	center	NOUN
iassist-967	29	21	,	,	PUNCT
iassist-967	29	22	aggregators	aggregator	NOUN
iassist-967	29	23	,	,	PUNCT
iassist-967	29	24	information	information	NOUN
iassist-967	29	25	technology	technology	NOUN
iassist-967	29	26	developers	developer	NOUN
iassist-967	29	27	,	,	PUNCT
iassist-967	29	28	and	and	CCONJ
iassist-967	29	29	content	content	NOUN
iassist-967	29	30	management	management	NOUN
iassist-967	29	31	providers	provider	NOUN
iassist-967	29	32	.	.	PUNCT
iassist-967	30	1	cendi	cendi	PROPN
iassist-967	30	2	’s	’s	PART
iassist-967	30	3	mission	mission	NOUN
iassist-967	30	4	is	be	AUX
iassist-967	30	5	to	to	PART
iassist-967	30	6	‘	'	PUNCT
iassist-967	30	7	increase	increase	VERB
iassist-967	30	8	the	the	DET
iassist-967	30	9	impact	impact	NOUN
iassist-967	30	10	of	of	ADP
iassist-967	30	11	federally	federally	ADV
iassist-967	30	12	funded	fund	VERB
iassist-967	30	13	science	science	NOUN
iassist-967	30	14	and	and	CCONJ
iassist-967	30	15	technology	technology	NOUN
iassist-967	30	16	by	by	ADP
iassist-967	30	17	improving	improve	VERB
iassist-967	30	18	the	the	DET
iassist-967	30	19	management	management	NOUN
iassist-967	30	20	and	and	CCONJ
iassist-967	30	21	dissemination	dissemination	NOUN
iassist-967	30	22	of	of	ADP
iassist-967	30	23	data	datum	NOUN
iassist-967	30	24	and	and	CCONJ
iassist-967	30	25	information	information	NOUN
iassist-967	30	26	’	'	PUNCT
iassist-967	30	27	(	(	PUNCT
iassist-967	30	28	cendi	cendi	NOUN
iassist-967	30	29	,	,	PUNCT
iassist-967	30	30	2019	2019	NUM
iassist-967	30	31	)	)	PUNCT
iassist-967	30	32	.	.	PUNCT
iassist-967	31	1	cendi	cendi	PROPN
iassist-967	31	2	is	be	AUX
iassist-967	31	3	home	home	NOUN
iassist-967	31	4	to	to	ADP
iassist-967	31	5	a	a	DET
iassist-967	31	6	small	small	ADJ
iassist-967	31	7	number	number	NOUN
iassist-967	31	8	of	of	ADP
iassist-967	31	9	working	work	VERB
iassist-967	31	10	groups	group	NOUN
iassist-967	31	11	,	,	PUNCT
iassist-967	31	12	including	include	VERB
iassist-967	31	13	the	the	DET
iassist-967	31	14	data	data	NOUN
iassist-967	31	15	curation	curation	NOUN
iassist-967	31	16	discussion	discussion	NOUN
iassist-967	31	17	group	group	NOUN
iassist-967	31	18	(	(	PUNCT
iassist-967	31	19	dcdg	dcdg	NOUN
iassist-967	31	20	)	)	PUNCT
iassist-967	31	21	.	.	PUNCT
iassist-967	32	1	while	while	SCONJ
iassist-967	32	2	principle	principle	ADJ
iassist-967	32	3	cendi	cendi	NOUN
iassist-967	32	4	members	member	NOUN
iassist-967	32	5	are	be	AUX
iassist-967	32	6	the	the	DET
iassist-967	32	7	managers	manager	NOUN
iassist-967	32	8	of	of	ADP
iassist-967	32	9	federal	federal	ADJ
iassist-967	32	10	scientific	scientific	ADJ
iassist-967	32	11	and	and	CCONJ
iassist-967	32	12	technological	technological	ADJ
iassist-967	32	13	information	information	NOUN
iassist-967	32	14	libraries	library	NOUN
iassist-967	32	15	,	,	PUNCT
iassist-967	32	16	the	the	DET
iassist-967	32	17	dcdg	dcdg	NOUN
iassist-967	32	18	members	member	NOUN
iassist-967	32	19	are	be	AUX
iassist-967	32	20	,	,	PUNCT
iassist-967	32	21	in	in	ADP
iassist-967	32	22	the	the	DET
iassist-967	32	23	main	main	ADJ
iassist-967	32	24	,	,	PUNCT
iassist-967	32	25	hands	hand	NOUN
iassist-967	32	26	-	-	PUNCT
iassist-967	32	27	on	on	ADP
iassist-967	32	28	data	data	NOUN
iassist-967	32	29	management	management	NOUN
iassist-967	32	30	and	and	CCONJ
iassist-967	32	31	curation	curation	NOUN
iassist-967	32	32	staff	staff	NOUN
iassist-967	32	33	within	within	ADP
iassist-967	32	34	the	the	DET
iassist-967	32	35	libraries	library	NOUN
iassist-967	32	36	and	and	CCONJ
iassist-967	32	37	home	home	NOUN
iassist-967	32	38	agencies	agency	NOUN
iassist-967	32	39	.	.	PUNCT
iassist-967	33	1	the	the	DET
iassist-967	33	2	dcdg	dcdg	NOUN
iassist-967	33	3	’s	’s	PART
iassist-967	33	4	goal	goal	NOUN
iassist-967	33	5	is	be	AUX
iassist-967	33	6	‘	'	PUNCT
iassist-967	33	7	to	to	PART
iassist-967	33	8	collaborate	collaborate	VERB
iassist-967	33	9	across	across	ADP
iassist-967	33	10	agencies	agency	NOUN
iassist-967	33	11	,	,	PUNCT
iassist-967	33	12	employ	employ	VERB
iassist-967	33	13	data	datum	NOUN
iassist-967	33	14	curation	curation	NOUN
iassist-967	33	15	best	good	ADJ
iassist-967	33	16	practices	practice	NOUN
iassist-967	33	17	,	,	PUNCT
iassist-967	33	18	tools	tool	NOUN
iassist-967	33	19	,	,	PUNCT
iassist-967	33	20	and	and	CCONJ
iassist-967	33	21	workflows	workflow	NOUN
iassist-967	33	22	,	,	PUNCT
iassist-967	33	23	promote	promote	VERB
iassist-967	33	24	efficiencies	efficiency	NOUN
iassist-967	33	25	and	and	CCONJ
iassist-967	33	26	consistency	consistency	NOUN
iassist-967	33	27	,	,	PUNCT
iassist-967	33	28	work	work	VERB
iassist-967	33	29	through	through	ADP
iassist-967	33	30	challenges	challenge	NOUN
iassist-967	33	31	,	,	PUNCT
iassist-967	33	32	and	and	CCONJ
iassist-967	33	33	avoid	avoid	VERB
iassist-967	33	34	‘	'	PUNCT
iassist-967	33	35	reinvention	reinvention	NOUN
iassist-967	33	36	.	.	PUNCT
iassist-967	33	37	’’	’'	PUNCT
iassist-967	34	1	(	(	PUNCT
iassist-967	34	2	christiansen	christiansen	PROPN
iassist-967	34	3	,	,	PUNCT
iassist-967	34	4	2017	2017	NUM
iassist-967	34	5	)	)	PUNCT
iassist-967	34	6	.	.	PUNCT
iassist-967	35	1	in	in	ADP
iassist-967	35	2	late	late	ADJ
iassist-967	35	3	2017	2017	NUM
iassist-967	35	4	,	,	PUNCT
iassist-967	35	5	cendi	cendi	NOUN
iassist-967	35	6	leadership	leadership	NOUN
iassist-967	35	7	proposed	propose	VERB
iassist-967	35	8	that	that	SCONJ
iassist-967	35	9	dcdg	dcdg	AUX
iassist-967	35	10	develop	develop	VERB
iassist-967	35	11	tools	tool	NOUN
iassist-967	35	12	to	to	PART
iassist-967	35	13	assess	assess	VERB
iassist-967	35	14	and	and	CCONJ
iassist-967	35	15	address	address	VERB
iassist-967	35	16	the	the	DET
iassist-967	35	17	‘	'	PUNCT
iassist-967	35	18	reproducibility	reproducibility	NOUN
iassist-967	35	19	crisis	crisis	NOUN
iassist-967	35	20	’	'	PUNCT
iassist-967	35	21	with	with	ADP
iassist-967	35	22	possible	possible	ADJ
iassist-967	35	23	outcomes	outcome	NOUN
iassist-967	35	24	being	be	AUX
iassist-967	35	25	:	:	PUNCT
iassist-967	35	26	●	●	PUNCT
iassist-967	35	27	developing	develop	VERB
iassist-967	35	28	or	or	CCONJ
iassist-967	35	29	populating	populate	VERB
iassist-967	35	30	a	a	DET
iassist-967	35	31	website	website	NOUN
iassist-967	35	32	with	with	ADP
iassist-967	35	33	content	content	NOUN
iassist-967	35	34	that	that	PRON
iassist-967	35	35	puts	put	VERB
iassist-967	35	36	reproducibility	reproducibility	NOUN
iassist-967	35	37	challenges	challenge	NOUN
iassist-967	35	38	in	in	ADP
iassist-967	35	39	context	context	NOUN
iassist-967	35	40	and	and	CCONJ
iassist-967	35	41	identifies	identify	VERB
iassist-967	35	42	both	both	DET
iassist-967	35	43	real	real	ADJ
iassist-967	35	44	issues	issue	NOUN
iassist-967	35	45	and	and	CCONJ
iassist-967	35	46	spurious	spurious	ADJ
iassist-967	35	47	concerns	concern	NOUN
iassist-967	35	48	●	●	PUNCT
iassist-967	35	49	sharing	share	VERB
iassist-967	35	50	information	information	NOUN
iassist-967	35	51	about	about	ADP
iassist-967	35	52	approaches	approach	NOUN
iassist-967	35	53	to	to	ADP
iassist-967	35	54	reproducibility	reproducibility	NOUN
iassist-967	35	55	among	among	ADP
iassist-967	35	56	the	the	DET
iassist-967	35	57	cendi	cendi	NOUN
iassist-967	35	58	members	member	NOUN
iassist-967	35	59	●	●	PUNCT
iassist-967	35	60	disseminating	disseminate	VERB
iassist-967	35	61	information	information	NOUN
iassist-967	35	62	about	about	ADP
iassist-967	35	63	best	good	ADJ
iassist-967	35	64	practices	practice	NOUN
iassist-967	35	65	within	within	ADP
iassist-967	35	66	the	the	DET
iassist-967	35	67	respective	respective	ADJ
iassist-967	35	68	agencies	agency	NOUN
iassist-967	35	69	,	,	PUNCT
iassist-967	35	70	based	base	VERB
iassist-967	35	71	on	on	ADP
iassist-967	35	72	consensus	consensus	NOUN
iassist-967	35	73	findings	finding	NOUN
iassist-967	35	74	in	in	ADP
iassist-967	35	75	cendi	cendi	PROPN
iassist-967	35	76	and/or	and/or	CCONJ
iassist-967	35	77	noted	note	VERB
iassist-967	35	78	elsewhere	elsewhere	ADV
iassist-967	35	79	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	35	80	3/26	3/26	NUM
iassist-967	35	81	antognoli	antognoli	NOUN
iassist-967	35	82	,	,	PUNCT
iassist-967	35	83	erin	erin	NOUN
iassist-967	35	84	;	;	PUNCT
iassist-967	35	85	avila	avila	PROPN
iassist-967	35	86	,	,	PUNCT
iassist-967	35	87	regina	regina	PROPN
iassist-967	35	88	;	;	PUNCT
iassist-967	35	89	sears	sears	PROPN
iassist-967	35	90	,	,	PUNCT
iassist-967	35	91	jonathan	jonathan	PROPN
iassist-967	35	92	;	;	PUNCT
iassist-967	35	93	christiansen	christiansen	PROPN
iassist-967	35	94	,	,	PUNCT
iassist-967	35	95	leighton	leighton	PROPN
iassist-967	35	96	;	;	PUNCT
iassist-967	35	97	tieman	tieman	NOUN
iassist-967	35	98	,	,	PUNCT
iassist-967	35	99	jessica	jessica	PROPN
iassist-967	35	100	;	;	PUNCT
iassist-967	35	101	hart	hart	PROPN
iassist-967	35	102	,	,	PUNCT
iassist-967	35	103	jacquelyn	jacquelyn	PROPN
iassist-967	35	104	(	(	PUNCT
iassist-967	35	105	2020	2020	NUM
iassist-967	35	106	)	)	PUNCT
iassist-967	35	107	reproducibility	reproducibility	NOUN
iassist-967	35	108	literature	literature	NOUN
iassist-967	35	109	analysis	analysis	NOUN
iassist-967	35	110	a	a	DET
iassist-967	35	111	federal	federal	ADJ
iassist-967	35	112	information	information	NOUN
iassist-967	35	113	professional	professional	PROPN
iassist-967	35	114	perspective	perspective	NOUN
iassist-967	35	115	,	,	PUNCT
iassist-967	35	116	iassist	iassist	VERB
iassist-967	35	117	quarterly	quarterly	ADJ
iassist-967	35	118	44(1	44(1	PROPN
iassist-967	35	119	-	-	PUNCT
iassist-967	35	120	2	2	NUM
iassist-967	35	121	)	)	PUNCT
iassist-967	35	122	,	,	PUNCT
iassist-967	35	123	pp	pp	ADJ
iassist-967	35	124	.	.	PUNCT
iassist-967	36	1	1	1	NUM
iassist-967	36	2	-	-	SYM
iassist-967	36	3	26	26	NUM
iassist-967	36	4	.	.	PUNCT
iassist-967	37	1	doi	doi	NOUN
iassist-967	37	2	:	:	PUNCT
iassist-967	37	3	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	37	4	project	project	NOUN
iassist-967	37	5	goals	goal	NOUN
iassist-967	37	6	and	and	CCONJ
iassist-967	37	7	methodology	methodology	NOUN
iassist-967	37	8	the	the	DET
iassist-967	37	9	dcdg	dcdg	NOUN
iassist-967	37	10	began	begin	VERB
iassist-967	37	11	the	the	DET
iassist-967	37	12	project	project	NOUN
iassist-967	37	13	over	over	ADP
iassist-967	37	14	the	the	DET
iassist-967	37	15	first	first	ADJ
iassist-967	37	16	half	half	NOUN
iassist-967	37	17	of	of	ADP
iassist-967	37	18	2018	2018	NUM
iassist-967	37	19	as	as	ADP
iassist-967	37	20	an	an	DET
iassist-967	37	21	effort	effort	NOUN
iassist-967	37	22	to	to	PART
iassist-967	37	23	familiarize	familiarize	VERB
iassist-967	37	24	cendi	cendi	NOUN
iassist-967	37	25	members	member	NOUN
iassist-967	37	26	and	and	CCONJ
iassist-967	37	27	interested	interested	ADJ
iassist-967	37	28	parties	party	NOUN
iassist-967	37	29	on	on	ADP
iassist-967	37	30	the	the	DET
iassist-967	37	31	topics	topic	NOUN
iassist-967	37	32	and	and	CCONJ
iassist-967	37	33	issues	issue	NOUN
iassist-967	37	34	surrounding	surround	VERB
iassist-967	37	35	reproducibility	reproducibility	NOUN
iassist-967	37	36	.	.	PUNCT
iassist-967	38	1	a	a	DET
iassist-967	38	2	subset	subset	NOUN
iassist-967	38	3	of	of	ADP
iassist-967	38	4	dcdg	dcdg	NOUN
iassist-967	38	5	members	member	NOUN
iassist-967	38	6	formed	form	VERB
iassist-967	38	7	a	a	DET
iassist-967	38	8	team	team	NOUN
iassist-967	38	9	that	that	PRON
iassist-967	38	10	collected	collect	VERB
iassist-967	38	11	and	and	CCONJ
iassist-967	38	12	annotated	annotate	VERB
iassist-967	38	13	resources	resource	NOUN
iassist-967	38	14	on	on	ADP
iassist-967	38	15	various	various	ADJ
iassist-967	38	16	aspects	aspect	NOUN
iassist-967	38	17	of	of	ADP
iassist-967	38	18	scientific	scientific	ADJ
iassist-967	38	19	reproducibility	reproducibility	NOUN
iassist-967	38	20	and	and	CCONJ
iassist-967	38	21	replicability	replicability	NOUN
iassist-967	38	22	.	.	PUNCT
iassist-967	39	1	the	the	DET
iassist-967	39	2	resources	resource	NOUN
iassist-967	39	3	the	the	DET
iassist-967	39	4	team	team	NOUN
iassist-967	39	5	reviewed	review	VERB
iassist-967	39	6	were	be	AUX
iassist-967	39	7	primarily	primarily	ADV
iassist-967	39	8	articles	article	NOUN
iassist-967	39	9	appearing	appear	VERB
iassist-967	39	10	in	in	ADP
iassist-967	39	11	top	top	ADJ
iassist-967	39	12	results	result	NOUN
iassist-967	39	13	from	from	ADP
iassist-967	39	14	a	a	DET
iassist-967	39	15	google	google	NOUN
iassist-967	39	16	scholar	scholar	NOUN
iassist-967	39	17	search	search	NOUN
iassist-967	39	18	,	,	PUNCT
iassist-967	39	19	as	as	ADV
iassist-967	39	20	well	well	ADV
iassist-967	39	21	as	as	ADP
iassist-967	39	22	resources	resource	NOUN
iassist-967	39	23	cited	cite	VERB
iassist-967	39	24	within	within	ADP
iassist-967	39	25	those	those	DET
iassist-967	39	26	initial	initial	ADJ
iassist-967	39	27	results	result	NOUN
iassist-967	39	28	,	,	PUNCT
iassist-967	39	29	dating	date	VERB
iassist-967	39	30	from	from	ADP
iassist-967	39	31	2005	2005	NUM
iassist-967	39	32	to	to	ADP
iassist-967	39	33	the	the	DET
iassist-967	39	34	present	present	NOUN
iassist-967	39	35	.	.	PUNCT
iassist-967	40	1	a	a	DET
iassist-967	40	2	number	number	NOUN
iassist-967	40	3	of	of	ADP
iassist-967	40	4	other	other	ADJ
iassist-967	40	5	relevant	relevant	ADJ
iassist-967	40	6	resources	resource	NOUN
iassist-967	40	7	such	such	ADJ
iassist-967	40	8	as	as	ADP
iassist-967	40	9	books	book	NOUN
iassist-967	40	10	,	,	PUNCT
iassist-967	40	11	presentations	presentation	NOUN
iassist-967	40	12	,	,	PUNCT
iassist-967	40	13	and	and	CCONJ
iassist-967	40	14	websites	website	NOUN
iassist-967	40	15	were	be	AUX
iassist-967	40	16	also	also	ADV
iassist-967	40	17	included	include	VERB
iassist-967	40	18	.	.	PUNCT
iassist-967	41	1	the	the	DET
iassist-967	41	2	team	team	NOUN
iassist-967	41	3	divided	divide	VERB
iassist-967	41	4	the	the	DET
iassist-967	41	5	list	list	NOUN
iassist-967	41	6	of	of	ADP
iassist-967	41	7	resources	resource	NOUN
iassist-967	41	8	and	and	CCONJ
iassist-967	41	9	each	each	DET
iassist-967	41	10	member	member	NOUN
iassist-967	41	11	was	be	AUX
iassist-967	41	12	assigned	assign	VERB
iassist-967	41	13	as	as	ADP
iassist-967	41	14	a	a	DET
iassist-967	41	15	reader	reader	NOUN
iassist-967	41	16	who	who	PRON
iassist-967	41	17	offered	offer	VERB
iassist-967	41	18	an	an	DET
iassist-967	41	19	annotation	annotation	NOUN
iassist-967	41	20	or	or	CCONJ
iassist-967	41	21	abstract	abstract	NOUN
iassist-967	41	22	of	of	ADP
iassist-967	41	23	the	the	DET
iassist-967	41	24	resource	resource	NOUN
iassist-967	41	25	.	.	PUNCT
iassist-967	42	1	they	they	PRON
iassist-967	42	2	also	also	ADV
iassist-967	42	3	identified	identify	VERB
iassist-967	42	4	the	the	DET
iassist-967	42	5	top	top	ADJ
iassist-967	42	6	three	three	NUM
iassist-967	42	7	issues	issue	NOUN
iassist-967	42	8	and/or	and/or	CCONJ
iassist-967	42	9	solutions	solution	NOUN
iassist-967	42	10	shared	share	VERB
iassist-967	42	11	within	within	ADP
iassist-967	42	12	each	each	PRON
iassist-967	42	13	.	.	PUNCT
iassist-967	43	1	these	these	DET
iassist-967	43	2	issues	issue	NOUN
iassist-967	43	3	and	and	CCONJ
iassist-967	43	4	solutions	solution	NOUN
iassist-967	43	5	populated	populate	VERB
iassist-967	43	6	separate	separate	ADJ
iassist-967	43	7	spreadsheets	spreadsheet	NOUN
iassist-967	43	8	and	and	CCONJ
iassist-967	43	9	given	give	VERB
iassist-967	43	10	definitions	definition	NOUN
iassist-967	43	11	based	base	VERB
iassist-967	43	12	on	on	ADP
iassist-967	43	13	the	the	DET
iassist-967	43	14	literature	literature	NOUN
iassist-967	43	15	.	.	PUNCT
iassist-967	44	1	the	the	DET
iassist-967	44	2	goals	goal	NOUN
iassist-967	44	3	of	of	ADP
iassist-967	44	4	this	this	DET
iassist-967	44	5	exercise	exercise	NOUN
iassist-967	44	6	were	be	AUX
iassist-967	44	7	to	to	PART
iassist-967	44	8	:	:	PUNCT
iassist-967	44	9	1	1	X
iassist-967	44	10	.	.	X
iassist-967	44	11	identify	identify	VERB
iassist-967	44	12	the	the	DET
iassist-967	44	13	variety	variety	NOUN
iassist-967	44	14	of	of	ADP
iassist-967	44	15	issues	issue	NOUN
iassist-967	44	16	named	name	VERB
iassist-967	44	17	as	as	ADP
iassist-967	44	18	barriers	barrier	NOUN
iassist-967	44	19	to	to	ADP
iassist-967	44	20	reproducibility	reproducibility	NOUN
iassist-967	44	21	2	2	NUM
iassist-967	44	22	.	.	X
iassist-967	44	23	identify	identify	VERB
iassist-967	44	24	solutions	solution	NOUN
iassist-967	44	25	to	to	ADP
iassist-967	44	26	such	such	ADJ
iassist-967	44	27	barriers	barrier	NOUN
iassist-967	44	28	3	3	NUM
iassist-967	44	29	.	.	PUNCT
iassist-967	44	30	reflect	reflect	VERB
iassist-967	44	31	on	on	ADP
iassist-967	44	32	how	how	SCONJ
iassist-967	44	33	researchers	researcher	NOUN
iassist-967	44	34	,	,	PUNCT
iassist-967	44	35	information	information	NOUN
iassist-967	44	36	professionals	professional	NOUN
iassist-967	44	37	,	,	PUNCT
iassist-967	44	38	and	and	CCONJ
iassist-967	44	39	librarians	librarian	NOUN
iassist-967	44	40	perceive	perceive	VERB
iassist-967	44	41	the	the	DET
iassist-967	44	42	‘	'	PUNCT
iassist-967	44	43	reproducibility	reproducibility	NOUN
iassist-967	44	44	crisis	crisis	NOUN
iassist-967	44	45	’	'	PUNCT
iassist-967	44	46	although	although	SCONJ
iassist-967	44	47	this	this	PRON
iassist-967	44	48	was	be	AUX
iassist-967	44	49	not	not	PART
iassist-967	44	50	a	a	DET
iassist-967	44	51	formal	formal	ADJ
iassist-967	44	52	analysis	analysis	NOUN
iassist-967	44	53	of	of	ADP
iassist-967	44	54	the	the	DET
iassist-967	44	55	literature	literature	NOUN
iassist-967	44	56	,	,	PUNCT
iassist-967	44	57	or	or	CCONJ
iassist-967	44	58	a	a	DET
iassist-967	44	59	refined	refined	ADJ
iassist-967	44	60	scientific	scientific	ADJ
iassist-967	44	61	experiment	experiment	NOUN
iassist-967	44	62	,	,	PUNCT
iassist-967	44	63	this	this	DET
iassist-967	44	64	information	information	NOUN
iassist-967	44	65	gathering	gather	VERB
iassist-967	44	66	exercise	exercise	NOUN
iassist-967	44	67	served	serve	VERB
iassist-967	44	68	to	to	PART
iassist-967	44	69	inform	inform	VERB
iassist-967	44	70	our	our	PRON
iassist-967	44	71	group	group	NOUN
iassist-967	44	72	about	about	ADP
iassist-967	44	73	the	the	DET
iassist-967	44	74	reproducibility	reproducibility	NOUN
iassist-967	44	75	crisis	crisis	NOUN
iassist-967	44	76	.	.	PUNCT
iassist-967	45	1	the	the	DET
iassist-967	45	2	result	result	NOUN
iassist-967	45	3	of	of	ADP
iassist-967	45	4	dcdg	dcdg	NOUN
iassist-967	45	5	’s	’s	PART
iassist-967	45	6	work	work	NOUN
iassist-967	45	7	included	include	VERB
iassist-967	45	8	here	here	ADV
iassist-967	45	9	is	be	AUX
iassist-967	45	10	an	an	DET
iassist-967	45	11	annotated	annotated	ADJ
iassist-967	45	12	list	list	NOUN
iassist-967	45	13	of	of	ADP
iassist-967	45	14	122	122	NUM
iassist-967	45	15	resources	resource	NOUN
iassist-967	45	16	which	which	PRON
iassist-967	45	17	were	be	AUX
iassist-967	45	18	reviewed	review	VERB
iassist-967	45	19	,	,	PUNCT
iassist-967	45	20	and	and	CCONJ
iassist-967	45	21	a	a	DET
iassist-967	45	22	primer	primer	NOUN
iassist-967	45	23	which	which	PRON
iassist-967	45	24	identifies	identify	VERB
iassist-967	45	25	and	and	CCONJ
iassist-967	45	26	defines	define	VERB
iassist-967	45	27	key	key	ADJ
iassist-967	45	28	terms	term	NOUN
iassist-967	45	29	that	that	PRON
iassist-967	45	30	surfaced	surface	VERB
iassist-967	45	31	in	in	ADP
iassist-967	45	32	this	this	DET
iassist-967	45	33	exercise	exercise	NOUN
iassist-967	45	34	.	.	PUNCT
iassist-967	46	1	these	these	DET
iassist-967	46	2	terms	term	NOUN
iassist-967	46	3	are	be	AUX
iassist-967	46	4	a	a	DET
iassist-967	46	5	snapshot	snapshot	NOUN
iassist-967	46	6	of	of	ADP
iassist-967	46	7	our	our	PRON
iassist-967	46	8	interpretation	interpretation	NOUN
iassist-967	46	9	of	of	ADP
iassist-967	46	10	the	the	DET
iassist-967	46	11	resources	resource	NOUN
iassist-967	46	12	when	when	SCONJ
iassist-967	46	13	it	it	PRON
iassist-967	46	14	was	be	AUX
iassist-967	46	15	undertaken	undertake	VERB
iassist-967	46	16	in	in	ADP
iassist-967	46	17	early	early	ADJ
iassist-967	46	18	2018	2018	NUM
iassist-967	46	19	.	.	PUNCT
iassist-967	47	1	when	when	SCONJ
iassist-967	47	2	reviewing	review	VERB
iassist-967	47	3	this	this	DET
iassist-967	47	4	list	list	NOUN
iassist-967	47	5	and	and	CCONJ
iassist-967	47	6	the	the	DET
iassist-967	47	7	readers	reader	NOUN
iassist-967	47	8	’	’	PART
iassist-967	47	9	annotations	annotation	NOUN
iassist-967	47	10	,	,	PUNCT
iassist-967	47	11	a	a	DET
iassist-967	47	12	formal	formal	ADJ
iassist-967	47	13	rubric	rubric	NOUN
iassist-967	47	14	was	be	AUX
iassist-967	47	15	not	not	PART
iassist-967	47	16	developed	develop	VERB
iassist-967	47	17	or	or	CCONJ
iassist-967	47	18	required	require	VERB
iassist-967	47	19	for	for	ADP
iassist-967	47	20	participation	participation	NOUN
iassist-967	47	21	.	.	PUNCT
iassist-967	48	1	nor	nor	CCONJ
iassist-967	48	2	did	do	AUX
iassist-967	48	3	members	member	NOUN
iassist-967	48	4	attempt	attempt	VERB
iassist-967	48	5	to	to	PART
iassist-967	48	6	agree	agree	VERB
iassist-967	48	7	on	on	ADP
iassist-967	48	8	definitions	definition	NOUN
iassist-967	48	9	or	or	CCONJ
iassist-967	48	10	classification	classification	NOUN
iassist-967	48	11	.	.	PUNCT
iassist-967	49	1	as	as	SCONJ
iassist-967	49	2	each	each	DET
iassist-967	49	3	member	member	NOUN
iassist-967	49	4	brought	bring	VERB
iassist-967	49	5	their	their	PRON
iassist-967	49	6	own	own	ADJ
iassist-967	49	7	professional	professional	ADJ
iassist-967	49	8	background	background	NOUN
iassist-967	49	9	to	to	PART
iassist-967	49	10	bear	bear	VERB
iassist-967	49	11	on	on	ADP
iassist-967	49	12	their	their	PRON
iassist-967	49	13	assessment	assessment	NOUN
iassist-967	49	14	of	of	ADP
iassist-967	49	15	the	the	DET
iassist-967	49	16	themes	theme	NOUN
iassist-967	49	17	in	in	ADP
iassist-967	49	18	each	each	DET
iassist-967	49	19	resource	resource	NOUN
iassist-967	49	20	,	,	PUNCT
iassist-967	49	21	we	we	PRON
iassist-967	49	22	attempted	attempt	VERB
iassist-967	49	23	to	to	PART
iassist-967	49	24	achieve	achieve	VERB
iassist-967	49	25	a	a	DET
iassist-967	49	26	group	group	NOUN
iassist-967	49	27	understanding	understanding	NOUN
iassist-967	49	28	of	of	ADP
iassist-967	49	29	a	a	DET
iassist-967	49	30	very	very	ADV
iassist-967	49	31	broad	broad	ADJ
iassist-967	49	32	issue	issue	NOUN
iassist-967	49	33	with	with	ADP
iassist-967	49	34	each	each	DET
iassist-967	49	35	participant	participant	NOUN
iassist-967	49	36	contributing	contribute	VERB
iassist-967	49	37	their	their	PRON
iassist-967	49	38	own	own	ADJ
iassist-967	49	39	perspective	perspective	NOUN
iassist-967	49	40	.	.	PUNCT
iassist-967	50	1	reporting	report	VERB
iassist-967	50	2	these	these	DET
iassist-967	50	3	results	result	NOUN
iassist-967	50	4	is	be	AUX
iassist-967	50	5	our	our	PRON
iassist-967	50	6	desire	desire	NOUN
iassist-967	50	7	to	to	PART
iassist-967	50	8	share	share	VERB
iassist-967	50	9	our	our	PRON
iassist-967	50	10	findings	finding	NOUN
iassist-967	50	11	without	without	ADP
iassist-967	50	12	any	any	DET
iassist-967	50	13	attempt	attempt	NOUN
iassist-967	50	14	to	to	PART
iassist-967	50	15	filter	filter	VERB
iassist-967	50	16	understanding	understanding	NOUN
iassist-967	50	17	of	of	ADP
iassist-967	50	18	each	each	DET
iassist-967	50	19	participant	participant	NOUN
iassist-967	50	20	.	.	PUNCT
iassist-967	51	1	additionally	additionally	ADV
iassist-967	51	2	,	,	PUNCT
iassist-967	51	3	while	while	SCONJ
iassist-967	51	4	most	most	ADJ
iassist-967	51	5	resources	resource	NOUN
iassist-967	51	6	in	in	ADP
iassist-967	51	7	this	this	DET
iassist-967	51	8	list	list	NOUN
iassist-967	51	9	acknowledged	acknowledge	VERB
iassist-967	51	10	a	a	DET
iassist-967	51	11	reproducibility	reproducibility	NOUN
iassist-967	51	12	problem	problem	NOUN
iassist-967	51	13	on	on	ADP
iassist-967	51	14	some	some	DET
iassist-967	51	15	level	level	NOUN
iassist-967	51	16	,	,	PUNCT
iassist-967	51	17	we	we	PRON
iassist-967	51	18	did	do	AUX
iassist-967	51	19	not	not	PART
iassist-967	51	20	differentiate	differentiate	VERB
iassist-967	51	21	between	between	ADP
iassist-967	51	22	‘	'	PUNCT
iassist-967	51	23	pro	pro	ADJ
iassist-967	51	24	-	-	ADJ
iassist-967	51	25	crisis	crisis	NOUN
iassist-967	51	26	’	'	PUNCT
iassist-967	51	27	or	or	CCONJ
iassist-967	51	28	‘	'	PUNCT
iassist-967	51	29	no	no	DET
iassist-967	51	30	-	-	PUNCT
iassist-967	51	31	crisis	crisis	NOUN
iassist-967	51	32	’	'	PUNCT
iassist-967	51	33	authors	author	NOUN
iassist-967	51	34	.	.	PUNCT
iassist-967	52	1	group	group	NOUN
iassist-967	52	2	members	member	NOUN
iassist-967	52	3	read	read	VERB
iassist-967	52	4	through	through	ADP
iassist-967	52	5	each	each	DET
iassist-967	52	6	resource	resource	NOUN
iassist-967	52	7	,	,	PUNCT
iassist-967	52	8	identifying	identify	VERB
iassist-967	52	9	the	the	DET
iassist-967	52	10	primary	primary	ADJ
iassist-967	52	11	problems	problem	NOUN
iassist-967	52	12	or	or	CCONJ
iassist-967	52	13	issues	issue	NOUN
iassist-967	52	14	raised	raise	VERB
iassist-967	52	15	,	,	PUNCT
iassist-967	52	16	as	as	ADV
iassist-967	52	17	well	well	ADV
iassist-967	52	18	as	as	ADP
iassist-967	52	19	any	any	DET
iassist-967	52	20	solutions	solution	NOUN
iassist-967	52	21	proposed	propose	VERB
iassist-967	52	22	.	.	PUNCT
iassist-967	53	1	the	the	DET
iassist-967	53	2	final	final	ADJ
iassist-967	53	3	products	product	NOUN
iassist-967	53	4	the	the	DET
iassist-967	53	5	dcdg	dcdg	NOUN
iassist-967	53	6	produced	produce	VERB
iassist-967	53	7	(	(	PUNCT
iassist-967	53	8	as	as	ADP
iassist-967	53	9	of	of	ADP
iassist-967	53	10	october	october	PROPN
iassist-967	53	11	2019	2019	NUM
iassist-967	53	12	)	)	PUNCT
iassist-967	53	13	from	from	ADP
iassist-967	53	14	this	this	DET
iassist-967	53	15	effort	effort	NOUN
iassist-967	53	16	are	be	AUX
iassist-967	53	17	publicly	publicly	ADV
iassist-967	53	18	available	available	ADJ
iassist-967	53	19	at	at	ADP
iassist-967	53	20	https://doi.org/10.18434/m32150	https://doi.org/10.18434/m32150	PROPN
iassist-967	53	21	they	they	PRON
iassist-967	53	22	include	include	VERB
iassist-967	53	23	:	:	PUNCT
iassist-967	53	24	●	●	NUM
iassist-967	53	25	reproducibility	reproducibility	NOUN
iassist-967	53	26	resources	resource	NOUN
iassist-967	53	27	:	:	PUNCT
iassist-967	53	28	an	an	DET
iassist-967	53	29	annotated	annotated	ADJ
iassist-967	53	30	list	list	NOUN
iassist-967	53	31	of	of	ADP
iassist-967	53	32	resources	resource	NOUN
iassist-967	53	33	that	that	PRON
iassist-967	53	34	were	be	AUX
iassist-967	53	35	evaluated	evaluate	VERB
iassist-967	53	36	,	,	PUNCT
iassist-967	53	37	with	with	ADP
iassist-967	53	38	annotations	annotation	NOUN
iassist-967	53	39	penned	pen	VERB
iassist-967	53	40	by	by	ADP
iassist-967	53	41	dcdg	dcdg	NOUN
iassist-967	53	42	members	member	NOUN
iassist-967	53	43	,	,	PUNCT
iassist-967	53	44	with	with	ADP
iassist-967	53	45	resource	resource	NOUN
iassist-967	53	46	citations	citation	NOUN
iassist-967	53	47	●	●	NUM
iassist-967	53	48	issues	issue	NOUN
iassist-967	53	49	:	:	PUNCT
iassist-967	53	50	a	a	DET
iassist-967	53	51	list	list	NOUN
iassist-967	53	52	of	of	ADP
iassist-967	53	53	terms	term	NOUN
iassist-967	53	54	deemed	deem	VERB
iassist-967	53	55	as	as	ADP
iassist-967	53	56	‘	'	PUNCT
iassist-967	53	57	issues	issue	NOUN
iassist-967	53	58	’	'	PUNCT
iassist-967	53	59	or	or	CCONJ
iassist-967	53	60	problems	problem	NOUN
iassist-967	53	61	relating	relate	VERB
iassist-967	53	62	to	to	ADP
iassist-967	53	63	reproducibility	reproducibility	NOUN
iassist-967	53	64	,	,	PUNCT
iassist-967	53	65	with	with	ADP
iassist-967	53	66	definitions	definition	NOUN
iassist-967	53	67	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	53	68	https://tinyurl.com/dcdg-repro-2018	https://tinyurl.com/dcdg-repro-2018	VERB
iassist-967	53	69	https://doi.org/10.18434/m32150	https://doi.org/10.18434/m32150	PROPN
iassist-967	53	70	4/26	4/26	NUM
iassist-967	53	71	antognoli	antognoli	NOUN
iassist-967	53	72	,	,	PUNCT
iassist-967	53	73	erin	erin	NOUN
iassist-967	53	74	;	;	PUNCT
iassist-967	53	75	avila	avila	PROPN
iassist-967	53	76	,	,	PUNCT
iassist-967	53	77	regina	regina	PROPN
iassist-967	53	78	;	;	PUNCT
iassist-967	53	79	sears	sears	PROPN
iassist-967	53	80	,	,	PUNCT
iassist-967	53	81	jonathan	jonathan	PROPN
iassist-967	53	82	;	;	PUNCT
iassist-967	53	83	christiansen	christiansen	PROPN
iassist-967	53	84	,	,	PUNCT
iassist-967	53	85	leighton	leighton	PROPN
iassist-967	53	86	;	;	PUNCT
iassist-967	53	87	tieman	tieman	NOUN
iassist-967	53	88	,	,	PUNCT
iassist-967	53	89	jessica	jessica	PROPN
iassist-967	53	90	;	;	PUNCT
iassist-967	53	91	hart	hart	PROPN
iassist-967	53	92	,	,	PUNCT
iassist-967	53	93	jacquelyn	jacquelyn	PROPN
iassist-967	53	94	(	(	PUNCT
iassist-967	53	95	2020	2020	NUM
iassist-967	53	96	)	)	PUNCT
iassist-967	53	97	reproducibility	reproducibility	NOUN
iassist-967	53	98	literature	literature	NOUN
iassist-967	53	99	analysis	analysis	NOUN
iassist-967	53	100	a	a	DET
iassist-967	53	101	federal	federal	ADJ
iassist-967	53	102	information	information	NOUN
iassist-967	53	103	professional	professional	PROPN
iassist-967	53	104	perspective	perspective	NOUN
iassist-967	53	105	,	,	PUNCT
iassist-967	53	106	iassist	iassist	VERB
iassist-967	53	107	quarterly	quarterly	ADJ
iassist-967	53	108	44(1	44(1	PROPN
iassist-967	53	109	-	-	PUNCT
iassist-967	53	110	2	2	NUM
iassist-967	53	111	)	)	PUNCT
iassist-967	53	112	,	,	PUNCT
iassist-967	53	113	pp	pp	ADJ
iassist-967	53	114	.	.	PUNCT
iassist-967	54	1	1	1	NUM
iassist-967	54	2	-	-	SYM
iassist-967	54	3	26	26	NUM
iassist-967	54	4	.	.	PUNCT
iassist-967	55	1	doi	doi	NOUN
iassist-967	55	2	:	:	PUNCT
iassist-967	55	3	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	55	4	●	●	NUM
iassist-967	55	5	solutions	solution	NOUN
iassist-967	55	6	:	:	PUNCT
iassist-967	55	7	a	a	DET
iassist-967	55	8	list	list	NOUN
iassist-967	55	9	of	of	ADP
iassist-967	55	10	terms	term	NOUN
iassist-967	55	11	deemed	deem	VERB
iassist-967	55	12	as	as	ADP
iassist-967	55	13	‘	'	PUNCT
iassist-967	55	14	solutions	solution	NOUN
iassist-967	55	15	’	'	PUNCT
iassist-967	55	16	to	to	ADP
iassist-967	55	17	the	the	DET
iassist-967	55	18	reproducibility	reproducibility	NOUN
iassist-967	55	19	issues	issue	NOUN
iassist-967	55	20	,	,	PUNCT
iassist-967	55	21	with	with	ADP
iassist-967	55	22	definitions	definition	NOUN
iassist-967	55	23	●	●	NUM
iassist-967	55	24	metrics	metric	NOUN
iassist-967	55	25	:	:	PUNCT
iassist-967	55	26	tallies	tally	NOUN
iassist-967	55	27	of	of	ADP
iassist-967	55	28	how	how	SCONJ
iassist-967	55	29	often	often	ADV
iassist-967	55	30	each	each	DET
iassist-967	55	31	term	term	NOUN
iassist-967	55	32	was	be	AUX
iassist-967	55	33	selected	select	VERB
iassist-967	55	34	as	as	ADP
iassist-967	55	35	a	a	DET
iassist-967	55	36	primary	primary	ADJ
iassist-967	55	37	theme	theme	NOUN
iassist-967	55	38	of	of	ADP
iassist-967	55	39	the	the	DET
iassist-967	55	40	resource	resource	NOUN
iassist-967	55	41	,	,	PUNCT
iassist-967	55	42	the	the	DET
iassist-967	55	43	resource	resource	NOUN
iassist-967	55	44	dates	date	NOUN
iassist-967	55	45	,	,	PUNCT
iassist-967	55	46	the	the	DET
iassist-967	55	47	scientific	scientific	ADJ
iassist-967	55	48	disciplines	discipline	NOUN
iassist-967	55	49	represented	represent	VERB
iassist-967	55	50	,	,	PUNCT
iassist-967	55	51	and	and	CCONJ
iassist-967	55	52	the	the	DET
iassist-967	55	53	types	type	NOUN
iassist-967	55	54	of	of	ADP
iassist-967	55	55	resources	resource	NOUN
iassist-967	55	56	reviewed	review	VERB
iassist-967	55	57	resource	resource	NOUN
iassist-967	55	58	metrics	metric	NOUN
iassist-967	55	59	source	source	NOUN
iassist-967	55	60	information	information	NOUN
iassist-967	55	61	for	for	ADP
iassist-967	55	62	this	this	DET
iassist-967	55	63	project	project	NOUN
iassist-967	55	64	consists	consist	VERB
iassist-967	55	65	of	of	ADP
iassist-967	55	66	a	a	DET
iassist-967	55	67	variety	variety	NOUN
iassist-967	55	68	of	of	ADP
iassist-967	55	69	material	material	NOUN
iassist-967	55	70	types	type	NOUN
iassist-967	55	71	from	from	ADP
iassist-967	55	72	numerous	numerous	ADJ
iassist-967	55	73	research	research	NOUN
iassist-967	55	74	disciplines	discipline	NOUN
iassist-967	55	75	.	.	PUNCT
iassist-967	56	1	in	in	ADP
iassist-967	56	2	total	total	NOUN
iassist-967	56	3	,	,	PUNCT
iassist-967	56	4	we	we	PRON
iassist-967	56	5	reviewed	review	VERB
iassist-967	56	6	122	122	NUM
iassist-967	56	7	resources	resource	NOUN
iassist-967	56	8	relating	relate	VERB
iassist-967	56	9	to	to	ADP
iassist-967	56	10	reproducibility	reproducibility	NOUN
iassist-967	56	11	in	in	ADP
iassist-967	56	12	research	research	NOUN
iassist-967	56	13	data	datum	NOUN
iassist-967	56	14	.	.	PUNCT
iassist-967	57	1	to	to	PART
iassist-967	57	2	provide	provide	VERB
iassist-967	57	3	perspective	perspective	NOUN
iassist-967	57	4	on	on	ADP
iassist-967	57	5	our	our	PRON
iassist-967	57	6	source	source	NOUN
iassist-967	57	7	material	material	NOUN
iassist-967	57	8	,	,	PUNCT
iassist-967	57	9	we	we	PRON
iassist-967	57	10	include	include	VERB
iassist-967	57	11	metrics	metric	NOUN
iassist-967	57	12	for	for	ADP
iassist-967	57	13	the	the	DET
iassist-967	57	14	resources	resource	NOUN
iassist-967	57	15	selected	select	VERB
iassist-967	57	16	for	for	ADP
iassist-967	57	17	this	this	DET
iassist-967	57	18	project	project	NOUN
iassist-967	57	19	.	.	PUNCT
iassist-967	58	1	the	the	DET
iassist-967	58	2	bulk	bulk	NOUN
iassist-967	58	3	of	of	ADP
iassist-967	58	4	our	our	PRON
iassist-967	58	5	research	research	NOUN
iassist-967	58	6	was	be	AUX
iassist-967	58	7	derived	derive	VERB
iassist-967	58	8	from	from	ADP
iassist-967	58	9	scholarly	scholarly	ADJ
iassist-967	58	10	journal	journal	NOUN
iassist-967	58	11	articles	article	NOUN
iassist-967	58	12	(	(	PUNCT
iassist-967	58	13	59	59	NUM
iassist-967	58	14	percent	percent	NOUN
iassist-967	58	15	)	)	PUNCT
iassist-967	58	16	,	,	PUNCT
iassist-967	58	17	but	but	CCONJ
iassist-967	58	18	we	we	PRON
iassist-967	58	19	also	also	ADV
iassist-967	58	20	included	include	VERB
iassist-967	58	21	other	other	ADJ
iassist-967	58	22	sources	source	NOUN
iassist-967	58	23	such	such	ADJ
iassist-967	58	24	as	as	ADP
iassist-967	58	25	books	book	NOUN
iassist-967	58	26	(	(	PUNCT
iassist-967	58	27	4.1percent	4.1percent	NOUN
iassist-967	58	28	)	)	PUNCT
iassist-967	58	29	,	,	PUNCT
iassist-967	58	30	presentations	presentation	NOUN
iassist-967	58	31	(	(	PUNCT
iassist-967	58	32	0.8	0.8	NUM
iassist-967	58	33	percent	percent	NOUN
iassist-967	58	34	)	)	PUNCT
iassist-967	58	35	,	,	PUNCT
iassist-967	58	36	and	and	CCONJ
iassist-967	58	37	websites	website	NOUN
iassist-967	58	38	(	(	PUNCT
iassist-967	58	39	7.4	7.4	NUM
iassist-967	58	40	percent	percent	NOUN
iassist-967	58	41	)	)	PUNCT
iassist-967	58	42	.	.	PUNCT
iassist-967	59	1	figure	figure	VERB
iassist-967	59	2	1	1	NUM
iassist-967	59	3	:	:	PUNCT
iassist-967	59	4	resource	resource	NOUN
iassist-967	59	5	types	type	NOUN
iassist-967	59	6	reviewed	review	VERB
iassist-967	59	7	by	by	ADP
iassist-967	59	8	the	the	DET
iassist-967	59	9	group	group	NOUN
iassist-967	59	10	varied	vary	VERB
iassist-967	59	11	,	,	PUNCT
iassist-967	59	12	but	but	CCONJ
iassist-967	59	13	consisted	consist	VERB
iassist-967	59	14	overwhelmingly	overwhelmingly	ADV
iassist-967	59	15	of	of	ADP
iassist-967	59	16	journal	journal	ADJ
iassist-967	59	17	articles	article	NOUN
iassist-967	59	18	.	.	PUNCT
iassist-967	60	1	most	most	ADJ
iassist-967	60	2	of	of	ADP
iassist-967	60	3	the	the	DET
iassist-967	60	4	resources	resource	NOUN
iassist-967	60	5	,	,	PUNCT
iassist-967	60	6	about	about	ADV
iassist-967	60	7	93	93	NUM
iassist-967	60	8	percent	percent	NOUN
iassist-967	60	9	,	,	PUNCT
iassist-967	60	10	discussed	discuss	VERB
iassist-967	60	11	reproducibility	reproducibility	NOUN
iassist-967	60	12	and	and	CCONJ
iassist-967	60	13	pointed	point	VERB
iassist-967	60	14	to	to	ADP
iassist-967	60	15	or	or	CCONJ
iassist-967	60	16	offered	offer	VERB
iassist-967	60	17	solutions	solution	NOUN
iassist-967	60	18	and	and	CCONJ
iassist-967	60	19	best	good	ADJ
iassist-967	60	20	practices	practice	NOUN
iassist-967	60	21	.	.	PUNCT
iassist-967	61	1	a	a	DET
iassist-967	61	2	few	few	ADJ
iassist-967	61	3	,	,	PUNCT
iassist-967	61	4	roughly	roughly	ADV
iassist-967	61	5	7	7	NUM
iassist-967	61	6	percent	percent	NOUN
iassist-967	61	7	,	,	PUNCT
iassist-967	61	8	pointed	point	VERB
iassist-967	61	9	out	out	ADP
iassist-967	61	10	reproducibility	reproducibility	NOUN
iassist-967	61	11	issues	issue	NOUN
iassist-967	61	12	but	but	CCONJ
iassist-967	61	13	did	do	AUX
iassist-967	61	14	not	not	PART
iassist-967	61	15	speculate	speculate	VERB
iassist-967	61	16	on	on	ADP
iassist-967	61	17	causes	cause	NOUN
iassist-967	61	18	and/or	and/or	CCONJ
iassist-967	61	19	offered	offer	VERB
iassist-967	61	20	no	no	DET
iassist-967	61	21	solutions	solution	NOUN
iassist-967	61	22	.	.	PUNCT
iassist-967	62	1	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	62	2	5/26	5/26	NUM
iassist-967	62	3	antognoli	antognoli	NOUN
iassist-967	62	4	,	,	PUNCT
iassist-967	62	5	erin	erin	NOUN
iassist-967	62	6	;	;	PUNCT
iassist-967	62	7	avila	avila	PROPN
iassist-967	62	8	,	,	PUNCT
iassist-967	62	9	regina	regina	PROPN
iassist-967	62	10	;	;	PUNCT
iassist-967	62	11	sears	sears	PROPN
iassist-967	62	12	,	,	PUNCT
iassist-967	62	13	jonathan	jonathan	PROPN
iassist-967	62	14	;	;	PUNCT
iassist-967	62	15	christiansen	christiansen	PROPN
iassist-967	62	16	,	,	PUNCT
iassist-967	62	17	leighton	leighton	PROPN
iassist-967	62	18	;	;	PUNCT
iassist-967	62	19	tieman	tieman	NOUN
iassist-967	62	20	,	,	PUNCT
iassist-967	62	21	jessica	jessica	PROPN
iassist-967	62	22	;	;	PUNCT
iassist-967	62	23	hart	hart	PROPN
iassist-967	62	24	,	,	PUNCT
iassist-967	62	25	jacquelyn	jacquelyn	PROPN
iassist-967	62	26	(	(	PUNCT
iassist-967	62	27	2020	2020	NUM
iassist-967	62	28	)	)	PUNCT
iassist-967	62	29	reproducibility	reproducibility	NOUN
iassist-967	62	30	literature	literature	NOUN
iassist-967	62	31	analysis	analysis	NOUN
iassist-967	62	32	a	a	DET
iassist-967	62	33	federal	federal	ADJ
iassist-967	62	34	information	information	NOUN
iassist-967	62	35	professional	professional	PROPN
iassist-967	62	36	perspective	perspective	NOUN
iassist-967	62	37	,	,	PUNCT
iassist-967	62	38	iassist	iassist	VERB
iassist-967	62	39	quarterly	quarterly	ADJ
iassist-967	62	40	44(1	44(1	PROPN
iassist-967	62	41	-	-	PUNCT
iassist-967	62	42	2	2	NUM
iassist-967	62	43	)	)	PUNCT
iassist-967	62	44	,	,	PUNCT
iassist-967	62	45	pp	pp	ADJ
iassist-967	62	46	.	.	PUNCT
iassist-967	63	1	1	1	NUM
iassist-967	63	2	-	-	SYM
iassist-967	63	3	26	26	NUM
iassist-967	63	4	.	.	PUNCT
iassist-967	64	1	doi	doi	NOUN
iassist-967	64	2	:	:	PUNCT
iassist-967	64	3	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	64	4	the	the	DET
iassist-967	64	5	compiled	compile	VERB
iassist-967	64	6	resources	resource	NOUN
iassist-967	64	7	represent	represent	VERB
iassist-967	64	8	a	a	DET
iassist-967	64	9	broad	broad	ADJ
iassist-967	64	10	sampling	sampling	NOUN
iassist-967	64	11	of	of	ADP
iassist-967	64	12	items	item	NOUN
iassist-967	64	13	written	write	VERB
iassist-967	64	14	for	for	ADP
iassist-967	64	15	,	,	PUNCT
iassist-967	64	16	or	or	CCONJ
iassist-967	64	17	about	about	ADV
iassist-967	64	18	,	,	PUNCT
iassist-967	64	19	researchers	researcher	NOUN
iassist-967	64	20	within	within	ADP
iassist-967	64	21	a	a	DET
iassist-967	64	22	variety	variety	NOUN
iassist-967	64	23	of	of	ADP
iassist-967	64	24	disciplines	discipline	NOUN
iassist-967	64	25	.	.	PUNCT
iassist-967	65	1	the	the	DET
iassist-967	65	2	majority	majority	NOUN
iassist-967	65	3	of	of	ADP
iassist-967	65	4	the	the	DET
iassist-967	65	5	resources	resource	NOUN
iassist-967	65	6	address	address	NOUN
iassist-967	65	7	science	science	NOUN
iassist-967	65	8	in	in	ADP
iassist-967	65	9	general	general	ADJ
iassist-967	65	10	,	,	PUNCT
iassist-967	65	11	but	but	CCONJ
iassist-967	65	12	the	the	DET
iassist-967	65	13	total	total	ADJ
iassist-967	65	14	number	number	NOUN
iassist-967	65	15	reflects	reflect	VERB
iassist-967	65	16	an	an	DET
iassist-967	65	17	impressive	impressive	ADJ
iassist-967	65	18	breadth	breadth	NOUN
iassist-967	65	19	of	of	ADP
iassist-967	65	20	disciplines	discipline	NOUN
iassist-967	65	21	.	.	PUNCT
iassist-967	66	1	they	they	PRON
iassist-967	66	2	range	range	VERB
iassist-967	66	3	from	from	ADP
iassist-967	66	4	biomedicine	biomedicine	NOUN
iassist-967	66	5	to	to	ADP
iassist-967	66	6	economics	economic	NOUN
iassist-967	66	7	to	to	ADP
iassist-967	66	8	psychology	psychology	NOUN
iassist-967	66	9	.	.	PUNCT
iassist-967	67	1	in	in	ADP
iassist-967	67	2	all	all	PRON
iassist-967	67	3	,	,	PUNCT
iassist-967	67	4	the	the	DET
iassist-967	67	5	materials	material	NOUN
iassist-967	67	6	target	target	VERB
iassist-967	67	7	over	over	ADP
iassist-967	67	8	20	20	NUM
iassist-967	67	9	different	different	ADJ
iassist-967	67	10	disciplines	discipline	NOUN
iassist-967	67	11	,	,	PUNCT
iassist-967	67	12	all	all	PRON
iassist-967	67	13	discussing	discuss	VERB
iassist-967	67	14	or	or	CCONJ
iassist-967	67	15	analyzing	analyze	VERB
iassist-967	67	16	the	the	DET
iassist-967	67	17	issue	issue	NOUN
iassist-967	67	18	of	of	ADP
iassist-967	67	19	reproducibility	reproducibility	NOUN
iassist-967	67	20	from	from	ADP
iassist-967	67	21	their	their	PRON
iassist-967	67	22	respective	respective	ADJ
iassist-967	67	23	viewpoints	viewpoint	NOUN
iassist-967	67	24	.	.	PUNCT
iassist-967	68	1	while	while	SCONJ
iassist-967	68	2	numerous	numerous	ADJ
iassist-967	68	3	,	,	PUNCT
iassist-967	68	4	this	this	DET
iassist-967	68	5	collection	collection	NOUN
iassist-967	68	6	does	do	AUX
iassist-967	68	7	not	not	PART
iassist-967	68	8	represent	represent	VERB
iassist-967	68	9	an	an	DET
iassist-967	68	10	exhaustive	exhaustive	ADJ
iassist-967	68	11	list	list	NOUN
iassist-967	68	12	of	of	ADP
iassist-967	68	13	resources	resource	NOUN
iassist-967	68	14	.	.	PUNCT
iassist-967	69	1	therefore	therefore	ADV
iassist-967	69	2	,	,	PUNCT
iassist-967	69	3	this	this	DET
iassist-967	69	4	compilation	compilation	NOUN
iassist-967	69	5	of	of	ADP
iassist-967	69	6	resources	resource	NOUN
iassist-967	69	7	,	,	PUNCT
iassist-967	69	8	while	while	SCONJ
iassist-967	69	9	annotated	annotate	VERB
iassist-967	69	10	,	,	PUNCT
iassist-967	69	11	does	do	AUX
iassist-967	69	12	not	not	PART
iassist-967	69	13	constitute	constitute	VERB
iassist-967	69	14	a	a	DET
iassist-967	69	15	proper	proper	ADJ
iassist-967	69	16	‘	'	PUNCT
iassist-967	69	17	literature	literature	NOUN
iassist-967	69	18	review	review	NOUN
iassist-967	69	19	’	'	PUNCT
iassist-967	69	20	in	in	ADP
iassist-967	69	21	the	the	DET
iassist-967	69	22	typical	typical	ADJ
iassist-967	69	23	sense	sense	NOUN
iassist-967	69	24	.	.	PUNCT
iassist-967	70	1	there	there	PRON
iassist-967	70	2	was	be	VERB
iassist-967	70	3	no	no	DET
iassist-967	70	4	comprehensive	comprehensive	ADJ
iassist-967	70	5	selection	selection	NOUN
iassist-967	70	6	of	of	ADP
iassist-967	70	7	papers	paper	NOUN
iassist-967	70	8	from	from	ADP
iassist-967	70	9	any	any	DET
iassist-967	70	10	single	single	ADJ
iassist-967	70	11	discipline	discipline	NOUN
iassist-967	70	12	,	,	PUNCT
iassist-967	70	13	nor	nor	CCONJ
iassist-967	70	14	were	be	AUX
iassist-967	70	15	all	all	PRON
iassist-967	70	16	scientific	scientific	ADJ
iassist-967	70	17	disciplines	discipline	NOUN
iassist-967	70	18	represented	represent	VERB
iassist-967	70	19	.	.	PUNCT
iassist-967	71	1	this	this	DET
iassist-967	71	2	analysis	analysis	NOUN
iassist-967	71	3	did	do	AUX
iassist-967	71	4	not	not	PART
iassist-967	71	5	intend	intend	VERB
iassist-967	71	6	to	to	PART
iassist-967	71	7	favor	favor	VERB
iassist-967	71	8	any	any	DET
iassist-967	71	9	one	one	NUM
iassist-967	71	10	discipline	discipline	NOUN
iassist-967	71	11	over	over	ADP
iassist-967	71	12	another	another	PRON
iassist-967	71	13	,	,	PUNCT
iassist-967	71	14	as	as	SCONJ
iassist-967	71	15	we	we	PRON
iassist-967	71	16	intended	intend	VERB
iassist-967	71	17	to	to	PART
iassist-967	71	18	gather	gather	VERB
iassist-967	71	19	more	more	ADV
iassist-967	71	20	general	general	ADJ
iassist-967	71	21	information	information	NOUN
iassist-967	71	22	about	about	ADP
iassist-967	71	23	reproducibility	reproducibility	NOUN
iassist-967	71	24	wherever	wherever	SCONJ
iassist-967	71	25	the	the	DET
iassist-967	71	26	topic	topic	NOUN
iassist-967	71	27	appeared	appear	VERB
iassist-967	71	28	in	in	ADP
iassist-967	71	29	various	various	ADJ
iassist-967	71	30	resources	resource	NOUN
iassist-967	71	31	.	.	PUNCT
iassist-967	72	1	figure	figure	NOUN
iassist-967	72	2	2	2	NUM
iassist-967	72	3	:	:	PUNCT
iassist-967	72	4	disciplines	discipline	NOUN
iassist-967	72	5	represented	represent	VERB
iassist-967	72	6	in	in	ADP
iassist-967	72	7	the	the	DET
iassist-967	72	8	reviewed	review	VERB
iassist-967	72	9	resources	resource	NOUN
iassist-967	72	10	varied	varied	ADJ
iassist-967	72	11	greatly	greatly	ADV
iassist-967	72	12	over	over	ADP
iassist-967	72	13	20	20	NUM
iassist-967	72	14	are	be	AUX
iassist-967	72	15	represented	represent	VERB
iassist-967	72	16	in	in	ADP
iassist-967	72	17	this	this	DET
iassist-967	72	18	exercise	exercise	NOUN
iassist-967	72	19	.	.	PUNCT
iassist-967	73	1	the	the	DET
iassist-967	73	2	resources	resource	NOUN
iassist-967	73	3	reviewed	review	VERB
iassist-967	73	4	date	date	NOUN
iassist-967	73	5	from	from	ADP
iassist-967	73	6	2005	2005	NUM
iassist-967	73	7	to	to	ADP
iassist-967	73	8	the	the	DET
iassist-967	73	9	present	present	NOUN
iassist-967	73	10	.	.	PUNCT
iassist-967	74	1	over	over	ADP
iassist-967	74	2	70	70	NUM
iassist-967	74	3	percent	percent	NOUN
iassist-967	74	4	of	of	ADP
iassist-967	74	5	these	these	DET
iassist-967	74	6	resources	resource	NOUN
iassist-967	74	7	were	be	AUX
iassist-967	74	8	published	publish	VERB
iassist-967	74	9	between	between	ADP
iassist-967	74	10	2014	2014	NUM
iassist-967	74	11	to	to	ADP
iassist-967	74	12	2017	2017	NUM
iassist-967	74	13	.	.	PUNCT
iassist-967	75	1	the	the	DET
iassist-967	75	2	lack	lack	NOUN
iassist-967	75	3	of	of	ADP
iassist-967	75	4	articles	article	NOUN
iassist-967	75	5	for	for	ADP
iassist-967	75	6	2018	2018	NUM
iassist-967	75	7	occurred	occur	VERB
iassist-967	75	8	because	because	SCONJ
iassist-967	75	9	the	the	DET
iassist-967	75	10	group	group	NOUN
iassist-967	75	11	compiled	compile	VERB
iassist-967	75	12	most	most	ADJ
iassist-967	75	13	of	of	ADP
iassist-967	75	14	these	these	DET
iassist-967	75	15	resources	resource	NOUN
iassist-967	75	16	in	in	ADP
iassist-967	75	17	early	early	ADJ
iassist-967	75	18	2018	2018	NUM
iassist-967	75	19	,	,	PUNCT
iassist-967	75	20	at	at	ADP
iassist-967	75	21	the	the	DET
iassist-967	75	22	start	start	NOUN
iassist-967	75	23	of	of	ADP
iassist-967	75	24	the	the	DET
iassist-967	75	25	project	project	NOUN
iassist-967	75	26	.	.	PUNCT
iassist-967	76	1	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	76	2	6/26	6/26	NUM
iassist-967	76	3	antognoli	antognoli	NOUN
iassist-967	76	4	,	,	PUNCT
iassist-967	76	5	erin	erin	NOUN
iassist-967	76	6	;	;	PUNCT
iassist-967	76	7	avila	avila	PROPN
iassist-967	76	8	,	,	PUNCT
iassist-967	76	9	regina	regina	PROPN
iassist-967	76	10	;	;	PUNCT
iassist-967	76	11	sears	sears	PROPN
iassist-967	76	12	,	,	PUNCT
iassist-967	76	13	jonathan	jonathan	PROPN
iassist-967	76	14	;	;	PUNCT
iassist-967	76	15	christiansen	christiansen	PROPN
iassist-967	76	16	,	,	PUNCT
iassist-967	76	17	leighton	leighton	PROPN
iassist-967	76	18	;	;	PUNCT
iassist-967	76	19	tieman	tieman	NOUN
iassist-967	76	20	,	,	PUNCT
iassist-967	76	21	jessica	jessica	PROPN
iassist-967	76	22	;	;	PUNCT
iassist-967	76	23	hart	hart	PROPN
iassist-967	76	24	,	,	PUNCT
iassist-967	76	25	jacquelyn	jacquelyn	PROPN
iassist-967	76	26	(	(	PUNCT
iassist-967	76	27	2020	2020	NUM
iassist-967	76	28	)	)	PUNCT
iassist-967	76	29	reproducibility	reproducibility	NOUN
iassist-967	76	30	literature	literature	NOUN
iassist-967	76	31	analysis	analysis	NOUN
iassist-967	76	32	a	a	DET
iassist-967	76	33	federal	federal	ADJ
iassist-967	76	34	information	information	NOUN
iassist-967	76	35	professional	professional	PROPN
iassist-967	76	36	perspective	perspective	NOUN
iassist-967	76	37	,	,	PUNCT
iassist-967	76	38	iassist	iassist	VERB
iassist-967	76	39	quarterly	quarterly	ADJ
iassist-967	76	40	44(1	44(1	PROPN
iassist-967	76	41	-	-	PUNCT
iassist-967	76	42	2	2	NUM
iassist-967	76	43	)	)	PUNCT
iassist-967	76	44	,	,	PUNCT
iassist-967	76	45	pp	pp	ADJ
iassist-967	76	46	.	.	PUNCT
iassist-967	77	1	1	1	NUM
iassist-967	77	2	-	-	SYM
iassist-967	77	3	26	26	NUM
iassist-967	77	4	.	.	PUNCT
iassist-967	78	1	doi	doi	NOUN
iassist-967	78	2	:	:	PUNCT
iassist-967	78	3	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	78	4	figure	figure	NOUN
iassist-967	78	5	3	3	NUM
iassist-967	78	6	.	.	PUNCT
iassist-967	79	1	charts	chart	NOUN
iassist-967	79	2	showing	show	VERB
iassist-967	79	3	the	the	DET
iassist-967	79	4	number	number	NOUN
iassist-967	79	5	of	of	ADP
iassist-967	79	6	resources	resource	NOUN
iassist-967	79	7	published	publish	VERB
iassist-967	79	8	in	in	ADP
iassist-967	79	9	years	year	NOUN
iassist-967	79	10	2005	2005	NUM
iassist-967	79	11	-	-	SYM
iassist-967	79	12	2018	2018	NUM
iassist-967	79	13	.	.	PUNCT
iassist-967	80	1	the	the	DET
iassist-967	80	2	top	top	ADJ
iassist-967	80	3	chart	chart	NOUN
iassist-967	80	4	shows	show	VERB
iassist-967	80	5	the	the	DET
iassist-967	80	6	numbers	number	NOUN
iassist-967	80	7	from	from	ADP
iassist-967	80	8	the	the	DET
iassist-967	80	9	dcdg	dcdg	NOUN
iassist-967	80	10	resource	resource	NOUN
iassist-967	80	11	list	list	NOUN
iassist-967	80	12	.	.	PUNCT
iassist-967	81	1	the	the	DET
iassist-967	81	2	bottom	bottom	ADJ
iassist-967	81	3	charts	chart	NOUN
iassist-967	81	4	publication	publication	NOUN
iassist-967	81	5	counts	count	NOUN
iassist-967	81	6	from	from	ADP
iassist-967	81	7	nexis.com	nexis.com	X
iassist-967	81	8	and	and	CCONJ
iassist-967	81	9	web	web	NOUN
iassist-967	81	10	of	of	ADP
iassist-967	81	11	science	science	NOUN
iassist-967	81	12	that	that	PRON
iassist-967	81	13	contained	contain	VERB
iassist-967	81	14	‘	'	PUNCT
iassist-967	81	15	reproducibility	reproducibility	NOUN
iassist-967	81	16	’	'	PUNCT
iassist-967	81	17	or	or	CCONJ
iassist-967	81	18	‘	'	PUNCT
iassist-967	81	19	replicability	replicability	NOUN
iassist-967	81	20	’	'	PUNCT
iassist-967	81	21	in	in	ADP
iassist-967	81	22	the	the	DET
iassist-967	81	23	title	title	NOUN
iassist-967	81	24	,	,	PUNCT
iassist-967	81	25	headline	headline	NOUN
iassist-967	81	26	,	,	PUNCT
iassist-967	81	27	or	or	CCONJ
iassist-967	81	28	lead	lead	VERB
iassist-967	81	29	paragraph	paragraph	NOUN
iassist-967	81	30	.	.	PUNCT
iassist-967	82	1	the	the	DET
iassist-967	82	2	overall	overall	ADJ
iassist-967	82	3	increase	increase	NOUN
iassist-967	82	4	in	in	ADP
iassist-967	82	5	publications	publication	NOUN
iassist-967	82	6	on	on	ADP
iassist-967	82	7	the	the	DET
iassist-967	82	8	topic	topic	NOUN
iassist-967	82	9	from	from	ADP
iassist-967	82	10	2014	2014	NUM
iassist-967	82	11	-	-	SYM
iassist-967	82	12	2017	2017	NUM
iassist-967	82	13	is	be	AUX
iassist-967	82	14	similar	similar	ADJ
iassist-967	82	15	both	both	CCONJ
iassist-967	82	16	in	in	ADP
iassist-967	82	17	the	the	DET
iassist-967	82	18	dcdg	dcdg	NOUN
iassist-967	82	19	resources	resource	NOUN
iassist-967	82	20	list	list	NOUN
iassist-967	82	21	,	,	PUNCT
iassist-967	82	22	and	and	CCONJ
iassist-967	82	23	publications	publication	NOUN
iassist-967	82	24	indexed	index	VERB
iassist-967	82	25	in	in	ADP
iassist-967	82	26	the	the	DET
iassist-967	82	27	other	other	ADJ
iassist-967	82	28	two	two	NUM
iassist-967	82	29	databases	database	NOUN
iassist-967	82	30	.	.	PUNCT
iassist-967	83	1	while	while	SCONJ
iassist-967	83	2	the	the	DET
iassist-967	83	3	resources	resource	NOUN
iassist-967	83	4	reviewed	review	VERB
iassist-967	83	5	comprise	comprise	NOUN
iassist-967	83	6	only	only	ADV
iassist-967	83	7	a	a	DET
iassist-967	83	8	fraction	fraction	NOUN
iassist-967	83	9	of	of	ADP
iassist-967	83	10	what	what	PRON
iassist-967	83	11	was	be	AUX
iassist-967	83	12	published	publish	VERB
iassist-967	83	13	during	during	ADP
iassist-967	83	14	that	that	DET
iassist-967	83	15	time	time	NOUN
iassist-967	83	16	period	period	NOUN
iassist-967	83	17	,	,	PUNCT
iassist-967	83	18	they	they	PRON
iassist-967	83	19	do	do	AUX
iassist-967	83	20	appear	appear	VERB
iassist-967	83	21	to	to	PART
iassist-967	83	22	be	be	AUX
iassist-967	83	23	representative	representative	NOUN
iassist-967	83	24	of	of	ADP
iassist-967	83	25	that	that	DET
iassist-967	83	26	period	period	NOUN
iassist-967	83	27	.	.	PUNCT
iassist-967	84	1	results	result	NOUN
iassist-967	84	2	from	from	ADP
iassist-967	84	3	other	other	ADJ
iassist-967	84	4	databases	database	NOUN
iassist-967	84	5	reflect	reflect	VERB
iassist-967	84	6	a	a	DET
iassist-967	84	7	similar	similar	ADJ
iassist-967	84	8	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	84	9	7/26	7/26	NUM
iassist-967	84	10	antognoli	antognoli	NOUN
iassist-967	84	11	,	,	PUNCT
iassist-967	84	12	erin	erin	NOUN
iassist-967	84	13	;	;	PUNCT
iassist-967	84	14	avila	avila	PROPN
iassist-967	84	15	,	,	PUNCT
iassist-967	84	16	regina	regina	PROPN
iassist-967	84	17	;	;	PUNCT
iassist-967	84	18	sears	sears	PROPN
iassist-967	84	19	,	,	PUNCT
iassist-967	84	20	jonathan	jonathan	PROPN
iassist-967	84	21	;	;	PUNCT
iassist-967	84	22	christiansen	christiansen	PROPN
iassist-967	84	23	,	,	PUNCT
iassist-967	84	24	leighton	leighton	PROPN
iassist-967	84	25	;	;	PUNCT
iassist-967	84	26	tieman	tieman	NOUN
iassist-967	84	27	,	,	PUNCT
iassist-967	84	28	jessica	jessica	PROPN
iassist-967	84	29	;	;	PUNCT
iassist-967	84	30	hart	hart	PROPN
iassist-967	84	31	,	,	PUNCT
iassist-967	84	32	jacquelyn	jacquelyn	PROPN
iassist-967	84	33	(	(	PUNCT
iassist-967	84	34	2020	2020	NUM
iassist-967	84	35	)	)	PUNCT
iassist-967	84	36	reproducibility	reproducibility	NOUN
iassist-967	84	37	literature	literature	NOUN
iassist-967	84	38	analysis	analysis	NOUN
iassist-967	84	39	a	a	DET
iassist-967	84	40	federal	federal	ADJ
iassist-967	84	41	information	information	NOUN
iassist-967	84	42	professional	professional	PROPN
iassist-967	84	43	perspective	perspective	NOUN
iassist-967	84	44	,	,	PUNCT
iassist-967	84	45	iassist	iassist	VERB
iassist-967	84	46	quarterly	quarterly	ADJ
iassist-967	84	47	44(1	44(1	PROPN
iassist-967	84	48	-	-	PUNCT
iassist-967	84	49	2	2	NUM
iassist-967	84	50	)	)	PUNCT
iassist-967	84	51	,	,	PUNCT
iassist-967	84	52	pp	pp	ADJ
iassist-967	84	53	.	.	PUNCT
iassist-967	85	1	1	1	NUM
iassist-967	85	2	-	-	SYM
iassist-967	85	3	26	26	NUM
iassist-967	85	4	.	.	PUNCT
iassist-967	86	1	doi	doi	NOUN
iassist-967	86	2	:	:	PUNCT
iassist-967	86	3	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	86	4	increase	increase	NOUN
iassist-967	86	5	in	in	ADP
iassist-967	86	6	publications	publication	NOUN
iassist-967	86	7	on	on	ADP
iassist-967	86	8	the	the	DET
iassist-967	86	9	topic	topic	NOUN
iassist-967	86	10	of	of	ADP
iassist-967	86	11	reproducibility	reproducibility	NOUN
iassist-967	86	12	during	during	ADP
iassist-967	86	13	that	that	DET
iassist-967	86	14	same	same	ADJ
iassist-967	86	15	period	period	NOUN
iassist-967	86	16	.	.	PUNCT
iassist-967	87	1	a	a	DET
iassist-967	87	2	search	search	NOUN
iassist-967	87	3	of	of	ADP
iassist-967	87	4	nexis.com	nexis.com	X
iassist-967	87	5	reveals	reveal	VERB
iassist-967	87	6	the	the	DET
iassist-967	87	7	number	number	NOUN
iassist-967	87	8	of	of	ADP
iassist-967	87	9	news	news	NOUN
iassist-967	87	10	items	item	NOUN
iassist-967	87	11	mentioning	mention	VERB
iassist-967	87	12	‘	'	PUNCT
iassist-967	87	13	reproducibility	reproducibility	NOUN
iassist-967	87	14	’	'	PUNCT
iassist-967	87	15	or	or	CCONJ
iassist-967	87	16	‘	'	PUNCT
iassist-967	87	17	replicability	replicability	NOUN
iassist-967	87	18	’	'	PUNCT
iassist-967	87	19	in	in	ADP
iassist-967	87	20	headlines	headline	NOUN
iassist-967	87	21	or	or	CCONJ
iassist-967	87	22	lead	lead	ADJ
iassist-967	87	23	paragraphs	paragraph	NOUN
iassist-967	87	24	follow	follow	VERB
iassist-967	87	25	the	the	DET
iassist-967	87	26	same	same	ADJ
iassist-967	87	27	peak	peak	NOUN
iassist-967	87	28	,	,	PUNCT
iassist-967	87	29	from	from	ADP
iassist-967	87	30	2014	2014	NUM
iassist-967	87	31	to	to	ADP
iassist-967	87	32	2017	2017	NUM
iassist-967	87	33	.	.	PUNCT
iassist-967	88	1	results	result	NOUN
iassist-967	88	2	from	from	ADP
iassist-967	88	3	the	the	DET
iassist-967	88	4	science	science	NOUN
iassist-967	88	5	database	database	NOUN
iassist-967	88	6	web	web	NOUN
iassist-967	88	7	of	of	ADP
iassist-967	88	8	science	science	NOUN
iassist-967	88	9	(	(	PUNCT
iassist-967	88	10	https://apps.webofknowledge.com/	https://apps.webofknowledge.com/	PROPN
iassist-967	88	11	)	)	PUNCT
iassist-967	88	12	show	show	VERB
iassist-967	88	13	a	a	DET
iassist-967	88	14	steady	steady	ADJ
iassist-967	88	15	increase	increase	NOUN
iassist-967	88	16	in	in	ADP
iassist-967	88	17	the	the	DET
iassist-967	88	18	publications	publication	NOUN
iassist-967	88	19	indexed	index	VERB
iassist-967	88	20	from	from	ADP
iassist-967	88	21	20052018	20052018	NUM
iassist-967	88	22	,	,	PUNCT
iassist-967	88	23	with	with	ADP
iassist-967	88	24	the	the	DET
iassist-967	88	25	highest	high	ADJ
iassist-967	88	26	being	be	AUX
iassist-967	88	27	the	the	DET
iassist-967	88	28	latter	latter	ADJ
iassist-967	88	29	years	year	NOUN
iassist-967	88	30	,	,	PUNCT
iassist-967	88	31	2017	2017	NUM
iassist-967	88	32	and	and	CCONJ
iassist-967	88	33	2018	2018	NUM
iassist-967	88	34	.	.	PUNCT
iassist-967	89	1	only	only	ADV
iassist-967	89	2	one	one	NUM
iassist-967	89	3	publication	publication	NOUN
iassist-967	89	4	was	be	AUX
iassist-967	89	5	added	add	VERB
iassist-967	89	6	to	to	ADP
iassist-967	89	7	our	our	PRON
iassist-967	89	8	collection	collection	NOUN
iassist-967	89	9	long	long	ADV
iassist-967	89	10	after	after	SCONJ
iassist-967	89	11	the	the	DET
iassist-967	89	12	others	other	NOUN
iassist-967	89	13	were	be	AUX
iassist-967	89	14	gathered	gather	VERB
iassist-967	89	15	:	:	PUNCT
iassist-967	89	16	the	the	DET
iassist-967	89	17	aforementioned	aforementioned	ADJ
iassist-967	89	18	report	report	NOUN
iassist-967	89	19	by	by	ADP
iassist-967	89	20	the	the	DET
iassist-967	89	21	national	national	ADJ
iassist-967	89	22	academies	academy	NOUN
iassist-967	89	23	of	of	ADP
iassist-967	89	24	science	science	NOUN
iassist-967	89	25	,	,	PUNCT
iassist-967	89	26	which	which	PRON
iassist-967	89	27	provides	provide	VERB
iassist-967	89	28	recommendations	recommendation	NOUN
iassist-967	89	29	to	to	PART
iassist-967	89	30	improve	improve	VERB
iassist-967	89	31	reproducibility	reproducibility	NOUN
iassist-967	89	32	and	and	CCONJ
iassist-967	89	33	replicability	replicability	NOUN
iassist-967	89	34	in	in	ADP
iassist-967	89	35	science	science	NOUN
iassist-967	89	36	.	.	PUNCT
iassist-967	90	1	variety	variety	NOUN
iassist-967	90	2	of	of	ADP
iassist-967	90	3	issues	issue	NOUN
iassist-967	90	4	and	and	CCONJ
iassist-967	90	5	solutions	solution	NOUN
iassist-967	90	6	many	many	ADJ
iassist-967	90	7	resources	resource	NOUN
iassist-967	90	8	centered	center	VERB
iassist-967	90	9	on	on	ADP
iassist-967	90	10	the	the	DET
iassist-967	90	11	general	general	ADJ
iassist-967	90	12	problem	problem	NOUN
iassist-967	90	13	of	of	ADP
iassist-967	90	14	reproducibility	reproducibility	NOUN
iassist-967	90	15	and	and	CCONJ
iassist-967	90	16	replicability	replicability	NOUN
iassist-967	90	17	,	,	PUNCT
iassist-967	90	18	while	while	SCONJ
iassist-967	90	19	others	other	NOUN
iassist-967	90	20	focused	focus	VERB
iassist-967	90	21	more	more	ADV
iassist-967	90	22	on	on	ADP
iassist-967	90	23	specific	specific	ADJ
iassist-967	90	24	causes	cause	NOUN
iassist-967	90	25	of	of	ADP
iassist-967	90	26	the	the	DET
iassist-967	90	27	reproducibility	reproducibility	NOUN
iassist-967	90	28	crisis	crisis	NOUN
iassist-967	90	29	.	.	PUNCT
iassist-967	91	1	of	of	ADP
iassist-967	91	2	the	the	DET
iassist-967	91	3	57	57	NUM
iassist-967	91	4	issues	issue	NOUN
iassist-967	91	5	identified	identify	VERB
iassist-967	91	6	,	,	PUNCT
iassist-967	91	7	the	the	DET
iassist-967	91	8	most	most	ADV
iassist-967	91	9	common	common	ADJ
iassist-967	91	10	problems	problem	NOUN
iassist-967	91	11	or	or	CCONJ
iassist-967	91	12	issues	issue	NOUN
iassist-967	91	13	discussed	discuss	VERB
iassist-967	91	14	in	in	ADP
iassist-967	91	15	our	our	PRON
iassist-967	91	16	cross	cross	NOUN
iassist-967	91	17	-	-	NOUN
iassist-967	91	18	section	section	NOUN
iassist-967	91	19	of	of	ADP
iassist-967	91	20	resources	resource	NOUN
iassist-967	91	21	include	include	VERB
iassist-967	91	22	:	:	PUNCT
iassist-967	91	23	replicability	replicability	NOUN
iassist-967	91	24	(	(	PUNCT
iassist-967	91	25	in	in	ADP
iassist-967	91	26	23	23	NUM
iassist-967	91	27	resources	resource	NOUN
iassist-967	91	28	)	)	PUNCT
iassist-967	91	29	;	;	PUNCT
iassist-967	91	30	reproducibility	reproducibility	NOUN
iassist-967	91	31	(	(	PUNCT
iassist-967	91	32	20	20	NUM
iassist-967	91	33	)	)	PUNCT
iassist-967	91	34	;	;	PUNCT
iassist-967	91	35	reproducibility	reproducibility	NOUN
iassist-967	91	36	crisis	crisis	NOUN
iassist-967	91	37	(	(	PUNCT
iassist-967	91	38	20	20	NUM
iassist-967	91	39	)	)	PUNCT
iassist-967	91	40	;	;	PUNCT
iassist-967	91	41	bias	bias	NOUN
iassist-967	91	42	(	(	PUNCT
iassist-967	91	43	10	10	NUM
iassist-967	91	44	)	)	PUNCT
iassist-967	91	45	;	;	PUNCT
iassist-967	91	46	cherry	cherry	NOUN
iassist-967	91	47	picking	picking	NOUN
iassist-967	91	48	(	(	PUNCT
iassist-967	91	49	10	10	NUM
iassist-967	91	50	)	)	PUNCT
iassist-967	91	51	;	;	PUNCT
iassist-967	91	52	publish	publish	VERB
iassist-967	91	53	or	or	CCONJ
iassist-967	91	54	perish	perish	ADJ
iassist-967	91	55	(	(	PUNCT
iassist-967	91	56	10	10	NUM
iassist-967	91	57	)	)	PUNCT
iassist-967	91	58	;	;	PUNCT
iassist-967	91	59	data	datum	NOUN
iassist-967	91	60	sharing	sharing	NOUN
iassist-967	91	61	(	(	PUNCT
iassist-967	91	62	8)	8)	NUM
iassist-967	91	63	;	;	PUNCT
iassist-967	91	64	data	datum	NOUN
iassist-967	91	65	quality	quality	NOUN
iassist-967	91	66	(	(	PUNCT
iassist-967	91	67	7	7	NUM
iassist-967	91	68	)	)	PUNCT
iassist-967	91	69	,	,	PUNCT
iassist-967	91	70	and	and	CCONJ
iassist-967	91	71	,	,	PUNCT
iassist-967	91	72	researcher	researcher	NOUN
iassist-967	91	73	misconduct	misconduct	NOUN
iassist-967	91	74	(	(	PUNCT
iassist-967	91	75	6	6	NUM
iassist-967	91	76	)	)	PUNCT
iassist-967	91	77	.	.	PUNCT
iassist-967	92	1	the	the	DET
iassist-967	92	2	remaining	remain	VERB
iassist-967	92	3	48	48	NUM
iassist-967	92	4	primary	primary	ADJ
iassist-967	92	5	topic	topic	NOUN
iassist-967	92	6	issues	issue	NOUN
iassist-967	92	7	presented	present	VERB
iassist-967	92	8	in	in	ADP
iassist-967	92	9	five	five	NUM
iassist-967	92	10	or	or	CCONJ
iassist-967	92	11	fewer	few	ADJ
iassist-967	92	12	of	of	ADP
iassist-967	92	13	the	the	DET
iassist-967	92	14	reviewed	review	VERB
iassist-967	92	15	resources	resource	NOUN
iassist-967	92	16	.	.	PUNCT
iassist-967	93	1	figure	figure	VERB
iassist-967	93	2	4	4	NUM
iassist-967	93	3	:	:	PUNCT
iassist-967	93	4	the	the	DET
iassist-967	93	5	nine	nine	NUM
iassist-967	93	6	(	(	PUNCT
iassist-967	93	7	9	9	NUM
iassist-967	93	8	)	)	PUNCT
iassist-967	93	9	issues	issue	NOUN
iassist-967	93	10	most	most	ADV
iassist-967	93	11	frequently	frequently	ADV
iassist-967	93	12	selected	select	VERB
iassist-967	93	13	as	as	ADP
iassist-967	93	14	a	a	DET
iassist-967	93	15	primary	primary	ADJ
iassist-967	93	16	topic	topic	NOUN
iassist-967	93	17	in	in	ADP
iassist-967	93	18	the	the	DET
iassist-967	93	19	reviewed	review	VERB
iassist-967	93	20	resources	resource	NOUN
iassist-967	93	21	.	.	PUNCT
iassist-967	94	1	solutions	solution	NOUN
iassist-967	94	2	presented	present	VERB
iassist-967	94	3	in	in	ADP
iassist-967	94	4	the	the	DET
iassist-967	94	5	resources	resource	NOUN
iassist-967	94	6	typically	typically	ADV
iassist-967	94	7	fell	fall	VERB
iassist-967	94	8	into	into	ADP
iassist-967	94	9	three	three	NUM
iassist-967	94	10	categories	category	NOUN
iassist-967	94	11	:	:	PUNCT
iassist-967	94	12	best	good	ADJ
iassist-967	94	13	practices	practice	NOUN
iassist-967	94	14	/	/	SYM
iassist-967	94	15	standards	standard	NOUN
iassist-967	94	16	;	;	PUNCT
iassist-967	94	17	transparency	transparency	NOUN
iassist-967	94	18	/	/	SYM
iassist-967	94	19	sharing	sharing	NOUN
iassist-967	94	20	;	;	PUNCT
iassist-967	94	21	and	and	CCONJ
iassist-967	94	22	,	,	PUNCT
iassist-967	94	23	culture	culture	NOUN
iassist-967	94	24	.	.	PUNCT
iassist-967	95	1	solutions	solution	NOUN
iassist-967	95	2	in	in	ADP
iassist-967	95	3	the	the	DET
iassist-967	95	4	best	good	ADJ
iassist-967	95	5	practices	practice	NOUN
iassist-967	95	6	category	category	NOUN
iassist-967	95	7	included	include	VERB
iassist-967	95	8	general	general	ADJ
iassist-967	95	9	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	95	10	https://apps.webofknowledge.com/	https://apps.webofknowledge.com/	PROPN
iassist-967	95	11	8/26	8/26	NUM
iassist-967	95	12	antognoli	antognoli	NOUN
iassist-967	95	13	,	,	PUNCT
iassist-967	95	14	erin	erin	NOUN
iassist-967	95	15	;	;	PUNCT
iassist-967	95	16	avila	avila	PROPN
iassist-967	95	17	,	,	PUNCT
iassist-967	95	18	regina	regina	PROPN
iassist-967	95	19	;	;	PUNCT
iassist-967	95	20	sears	sears	PROPN
iassist-967	95	21	,	,	PUNCT
iassist-967	95	22	jonathan	jonathan	PROPN
iassist-967	95	23	;	;	PUNCT
iassist-967	95	24	christiansen	christiansen	PROPN
iassist-967	95	25	,	,	PUNCT
iassist-967	95	26	leighton	leighton	PROPN
iassist-967	95	27	;	;	PUNCT
iassist-967	95	28	tieman	tieman	NOUN
iassist-967	95	29	,	,	PUNCT
iassist-967	95	30	jessica	jessica	PROPN
iassist-967	95	31	;	;	PUNCT
iassist-967	95	32	hart	hart	PROPN
iassist-967	95	33	,	,	PUNCT
iassist-967	95	34	jacquelyn	jacquelyn	PROPN
iassist-967	95	35	(	(	PUNCT
iassist-967	95	36	2020	2020	NUM
iassist-967	95	37	)	)	PUNCT
iassist-967	95	38	reproducibility	reproducibility	NOUN
iassist-967	95	39	literature	literature	NOUN
iassist-967	95	40	analysis	analysis	NOUN
iassist-967	95	41	a	a	DET
iassist-967	95	42	federal	federal	ADJ
iassist-967	95	43	information	information	NOUN
iassist-967	95	44	professional	professional	PROPN
iassist-967	95	45	perspective	perspective	NOUN
iassist-967	95	46	,	,	PUNCT
iassist-967	95	47	iassist	iassist	VERB
iassist-967	95	48	quarterly	quarterly	ADJ
iassist-967	95	49	44(1	44(1	PROPN
iassist-967	95	50	-	-	PUNCT
iassist-967	95	51	2	2	NUM
iassist-967	95	52	)	)	PUNCT
iassist-967	95	53	,	,	PUNCT
iassist-967	95	54	pp	pp	ADJ
iassist-967	95	55	.	.	PUNCT
iassist-967	96	1	1	1	NUM
iassist-967	96	2	-	-	SYM
iassist-967	96	3	26	26	NUM
iassist-967	96	4	.	.	PUNCT
iassist-967	97	1	doi	doi	NOUN
iassist-967	97	2	:	:	PUNCT
iassist-967	97	3	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	97	4	recommendations	recommendation	NOUN
iassist-967	97	5	on	on	ADP
iassist-967	97	6	how	how	SCONJ
iassist-967	97	7	to	to	PART
iassist-967	97	8	conduct	conduct	VERB
iassist-967	97	9	data	datum	NOUN
iassist-967	97	10	management	management	NOUN
iassist-967	97	11	at	at	ADP
iassist-967	97	12	different	different	ADJ
iassist-967	97	13	stages	stage	NOUN
iassist-967	97	14	of	of	ADP
iassist-967	97	15	the	the	DET
iassist-967	97	16	research	research	NOUN
iassist-967	97	17	.	.	PUNCT
iassist-967	98	1	solutions	solution	NOUN
iassist-967	98	2	in	in	ADP
iassist-967	98	3	the	the	DET
iassist-967	98	4	transparency	transparency	NOUN
iassist-967	98	5	category	category	NOUN
iassist-967	98	6	covered	cover	VERB
iassist-967	98	7	topics	topic	NOUN
iassist-967	98	8	about	about	ADP
iassist-967	98	9	sharing	share	VERB
iassist-967	98	10	methods	method	NOUN
iassist-967	98	11	and	and	CCONJ
iassist-967	98	12	data	datum	NOUN
iassist-967	98	13	.	.	PUNCT
iassist-967	99	1	the	the	DET
iassist-967	99	2	culture	culture	NOUN
iassist-967	99	3	category	category	NOUN
iassist-967	99	4	comprised	comprise	VERB
iassist-967	99	5	a	a	DET
iassist-967	99	6	broader	broad	ADJ
iassist-967	99	7	look	look	NOUN
iassist-967	99	8	at	at	ADP
iassist-967	99	9	research	research	NOUN
iassist-967	99	10	community	community	NOUN
iassist-967	99	11	behaviors	behavior	NOUN
iassist-967	99	12	and	and	CCONJ
iassist-967	99	13	proposed	propose	VERB
iassist-967	99	14	methods	method	NOUN
iassist-967	99	15	for	for	ADP
iassist-967	99	16	turning	turn	VERB
iassist-967	99	17	best	good	ADJ
iassist-967	99	18	practices	practice	NOUN
iassist-967	99	19	into	into	ADP
iassist-967	99	20	regular	regular	ADJ
iassist-967	99	21	practice	practice	NOUN
iassist-967	99	22	.	.	PUNCT
iassist-967	100	1	many	many	ADJ
iassist-967	100	2	of	of	ADP
iassist-967	100	3	the	the	DET
iassist-967	100	4	terms	term	NOUN
iassist-967	100	5	and	and	CCONJ
iassist-967	100	6	definitions	definition	NOUN
iassist-967	100	7	overlap	overlap	VERB
iassist-967	100	8	,	,	PUNCT
iassist-967	100	9	and	and	CCONJ
iassist-967	100	10	many	many	ADJ
iassist-967	100	11	issues	issue	NOUN
iassist-967	100	12	were	be	AUX
iassist-967	100	13	also	also	ADV
iassist-967	100	14	selected	select	VERB
iassist-967	100	15	as	as	ADP
iassist-967	100	16	solutions	solution	NOUN
iassist-967	100	17	.	.	PUNCT
iassist-967	101	1	the	the	DET
iassist-967	101	2	scientific	scientific	ADJ
iassist-967	101	3	research	research	NOUN
iassist-967	101	4	community	community	NOUN
iassist-967	101	5	is	be	AUX
iassist-967	101	6	diverse	diverse	ADJ
iassist-967	101	7	and	and	CCONJ
iassist-967	101	8	complex	complex	ADJ
iassist-967	101	9	.	.	PUNCT
iassist-967	102	1	ergo	ergo	NOUN
iassist-967	102	2	,	,	PUNCT
iassist-967	102	3	the	the	DET
iassist-967	102	4	issues	issue	NOUN
iassist-967	102	5	often	often	ADV
iassist-967	102	6	overlap	overlap	VERB
iassist-967	102	7	and	and	CCONJ
iassist-967	102	8	require	require	VERB
iassist-967	102	9	a	a	DET
iassist-967	102	10	comprehensive	comprehensive	ADJ
iassist-967	102	11	view	view	NOUN
iassist-967	102	12	when	when	SCONJ
iassist-967	102	13	considering	consider	VERB
iassist-967	102	14	solutions	solution	NOUN
iassist-967	102	15	.	.	PUNCT
iassist-967	103	1	of	of	ADP
iassist-967	103	2	the	the	DET
iassist-967	103	3	55	55	NUM
iassist-967	103	4	solutions	solution	NOUN
iassist-967	103	5	identified	identify	VERB
iassist-967	103	6	,	,	PUNCT
iassist-967	103	7	the	the	DET
iassist-967	103	8	most	most	ADV
iassist-967	103	9	common	common	ADJ
iassist-967	103	10	solutions	solution	NOUN
iassist-967	103	11	discussed	discuss	VERB
iassist-967	103	12	in	in	ADP
iassist-967	103	13	our	our	PRON
iassist-967	103	14	resource	resource	NOUN
iassist-967	103	15	list	list	NOUN
iassist-967	103	16	were	be	AUX
iassist-967	103	17	:	:	PUNCT
iassist-967	103	18	experimental	experimental	ADJ
iassist-967	103	19	design	design	NOUN
iassist-967	103	20	(	(	PUNCT
iassist-967	103	21	in	in	ADP
iassist-967	103	22	16	16	NUM
iassist-967	103	23	resources	resource	NOUN
iassist-967	103	24	)	)	PUNCT
iassist-967	103	25	;	;	PUNCT
iassist-967	103	26	transparency	transparency	NOUN
iassist-967	103	27	(	(	PUNCT
iassist-967	103	28	16	16	NUM
iassist-967	103	29	)	)	PUNCT
iassist-967	103	30	;	;	PUNCT
iassist-967	103	31	code	code	NOUN
iassist-967	103	32	sharing	sharing	NOUN
iassist-967	103	33	(	(	PUNCT
iassist-967	103	34	13	13	NUM
iassist-967	103	35	)	)	PUNCT
iassist-967	103	36	;	;	PUNCT
iassist-967	103	37	data	datum	NOUN
iassist-967	103	38	sharing	sharing	NOUN
iassist-967	103	39	(	(	PUNCT
iassist-967	103	40	13	13	NUM
iassist-967	103	41	)	)	PUNCT
iassist-967	103	42	;	;	PUNCT
iassist-967	103	43	replication	replication	NOUN
iassist-967	103	44	studies	study	NOUN
iassist-967	103	45	(	(	PUNCT
iassist-967	103	46	13	13	NUM
iassist-967	103	47	)	)	PUNCT
iassist-967	103	48	;	;	PUNCT
iassist-967	103	49	publication	publication	NOUN
iassist-967	103	50	policy	policy	NOUN
iassist-967	103	51	(	(	PUNCT
iassist-967	103	52	12	12	NUM
iassist-967	103	53	)	)	PUNCT
iassist-967	103	54	;	;	PUNCT
iassist-967	103	55	standards	standard	NOUN
iassist-967	103	56	(	(	PUNCT
iassist-967	103	57	12	12	NUM
iassist-967	103	58	)	)	PUNCT
iassist-967	103	59	;	;	PUNCT
iassist-967	103	60	best	good	ADJ
iassist-967	103	61	practices	practice	NOUN
iassist-967	103	62	(	(	PUNCT
iassist-967	103	63	11	11	NUM
iassist-967	103	64	)	)	PUNCT
iassist-967	103	65	;	;	PUNCT
iassist-967	103	66	methods	method	NOUN
iassist-967	103	67	sharing	share	VERB
iassist-967	103	68	(	(	PUNCT
iassist-967	103	69	11	11	NUM
iassist-967	103	70	)	)	PUNCT
iassist-967	103	71	;	;	PUNCT
iassist-967	103	72	training	training	NOUN
iassist-967	103	73	(	(	PUNCT
iassist-967	103	74	11	11	NUM
iassist-967	103	75	)	)	PUNCT
iassist-967	103	76	;	;	PUNCT
iassist-967	103	77	and	and	CCONJ
iassist-967	103	78	,	,	PUNCT
iassist-967	103	79	quality	quality	NOUN
iassist-967	103	80	assurance	assurance	NOUN
iassist-967	103	81	(	(	PUNCT
iassist-967	103	82	11	11	NUM
iassist-967	103	83	)	)	PUNCT
iassist-967	103	84	.	.	PUNCT
iassist-967	104	1	the	the	DET
iassist-967	104	2	remaining	remain	VERB
iassist-967	104	3	44	44	NUM
iassist-967	104	4	solutions	solution	NOUN
iassist-967	104	5	were	be	AUX
iassist-967	104	6	selected	select	VERB
iassist-967	104	7	as	as	ADP
iassist-967	104	8	a	a	DET
iassist-967	104	9	primary	primary	ADJ
iassist-967	104	10	topic	topic	NOUN
iassist-967	104	11	in	in	ADP
iassist-967	104	12	ten	ten	NUM
iassist-967	104	13	or	or	CCONJ
iassist-967	104	14	fewer	few	ADJ
iassist-967	104	15	of	of	ADP
iassist-967	104	16	the	the	DET
iassist-967	104	17	reviewed	review	VERB
iassist-967	104	18	resources	resource	NOUN
iassist-967	104	19	.	.	PUNCT
iassist-967	105	1	figure	figure	NOUN
iassist-967	105	2	5	5	NUM
iassist-967	105	3	:	:	PUNCT
iassist-967	105	4	the	the	DET
iassist-967	105	5	eleven	eleven	NUM
iassist-967	105	6	(	(	PUNCT
iassist-967	105	7	11	11	NUM
iassist-967	105	8	)	)	PUNCT
iassist-967	105	9	most	most	ADV
iassist-967	105	10	frequent	frequent	ADJ
iassist-967	105	11	solutions	solution	NOUN
iassist-967	105	12	selected	select	VERB
iassist-967	105	13	as	as	ADP
iassist-967	105	14	a	a	DET
iassist-967	105	15	primary	primary	ADJ
iassist-967	105	16	topic	topic	NOUN
iassist-967	105	17	in	in	ADP
iassist-967	105	18	the	the	DET
iassist-967	105	19	reviewed	review	VERB
iassist-967	105	20	resources	resource	NOUN
iassist-967	105	21	.	.	PUNCT
iassist-967	106	1	primer	primer	NOUN
iassist-967	106	2	of	of	ADP
iassist-967	106	3	terminology	terminology	NOUN
iassist-967	106	4	and	and	CCONJ
iassist-967	106	5	findings	finding	NOUN
iassist-967	106	6	reproducibility	reproducibility	NOUN
iassist-967	106	7	issues	issue	NOUN
iassist-967	106	8	or	or	CCONJ
iassist-967	106	9	challenges	challenge	NOUN
iassist-967	106	10	this	this	DET
iassist-967	106	11	exercise	exercise	NOUN
iassist-967	106	12	revealed	reveal	VERB
iassist-967	106	13	many	many	ADJ
iassist-967	106	14	concepts	concept	NOUN
iassist-967	106	15	surrounding	surround	VERB
iassist-967	106	16	research	research	NOUN
iassist-967	106	17	reproducibility	reproducibility	NOUN
iassist-967	106	18	,	,	PUNCT
iassist-967	106	19	though	though	SCONJ
iassist-967	106	20	several	several	ADJ
iassist-967	106	21	ideas	idea	NOUN
iassist-967	106	22	appeared	appear	VERB
iassist-967	106	23	much	much	ADV
iassist-967	106	24	more	more	ADV
iassist-967	106	25	frequently	frequently	ADV
iassist-967	106	26	across	across	ADP
iassist-967	106	27	the	the	DET
iassist-967	106	28	board	board	NOUN
iassist-967	106	29	.	.	PUNCT
iassist-967	107	1	this	this	DET
iassist-967	107	2	section	section	NOUN
iassist-967	107	3	highlights	highlight	VERB
iassist-967	107	4	some	some	PRON
iassist-967	107	5	of	of	ADP
iassist-967	107	6	the	the	DET
iassist-967	107	7	terms	term	NOUN
iassist-967	107	8	derived	derive	VERB
iassist-967	107	9	from	from	ADP
iassist-967	107	10	the	the	DET
iassist-967	107	11	reviewed	review	VERB
iassist-967	107	12	materials	material	NOUN
iassist-967	107	13	and	and	CCONJ
iassist-967	107	14	most	most	ADV
iassist-967	107	15	commonly	commonly	ADV
iassist-967	107	16	identified	identify	VERB
iassist-967	107	17	as	as	ADP
iassist-967	107	18	reproducibility	reproducibility	NOUN
iassist-967	107	19	issues	issue	NOUN
iassist-967	107	20	or	or	CCONJ
iassist-967	107	21	challenges	challenge	NOUN
iassist-967	107	22	.	.	PUNCT
iassist-967	108	1	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	108	2	9/26	9/26	NUM
iassist-967	108	3	antognoli	antognoli	NOUN
iassist-967	108	4	,	,	PUNCT
iassist-967	108	5	erin	erin	NOUN
iassist-967	108	6	;	;	PUNCT
iassist-967	108	7	avila	avila	PROPN
iassist-967	108	8	,	,	PUNCT
iassist-967	108	9	regina	regina	PROPN
iassist-967	108	10	;	;	PUNCT
iassist-967	108	11	sears	sears	PROPN
iassist-967	108	12	,	,	PUNCT
iassist-967	108	13	jonathan	jonathan	PROPN
iassist-967	108	14	;	;	PUNCT
iassist-967	108	15	christiansen	christiansen	PROPN
iassist-967	108	16	,	,	PUNCT
iassist-967	108	17	leighton	leighton	PROPN
iassist-967	108	18	;	;	PUNCT
iassist-967	108	19	tieman	tieman	NOUN
iassist-967	108	20	,	,	PUNCT
iassist-967	108	21	jessica	jessica	PROPN
iassist-967	108	22	;	;	PUNCT
iassist-967	108	23	hart	hart	PROPN
iassist-967	108	24	,	,	PUNCT
iassist-967	108	25	jacquelyn	jacquelyn	PROPN
iassist-967	108	26	(	(	PUNCT
iassist-967	108	27	2020	2020	NUM
iassist-967	108	28	)	)	PUNCT
iassist-967	108	29	reproducibility	reproducibility	NOUN
iassist-967	108	30	literature	literature	NOUN
iassist-967	108	31	analysis	analysis	NOUN
iassist-967	108	32	a	a	DET
iassist-967	108	33	federal	federal	ADJ
iassist-967	108	34	information	information	NOUN
iassist-967	108	35	professional	professional	PROPN
iassist-967	108	36	perspective	perspective	NOUN
iassist-967	108	37	,	,	PUNCT
iassist-967	108	38	iassist	iassist	VERB
iassist-967	108	39	quarterly	quarterly	ADJ
iassist-967	108	40	44(1	44(1	PROPN
iassist-967	108	41	-	-	PUNCT
iassist-967	108	42	2	2	NUM
iassist-967	108	43	)	)	PUNCT
iassist-967	108	44	,	,	PUNCT
iassist-967	108	45	pp	pp	ADJ
iassist-967	108	46	.	.	PUNCT
iassist-967	109	1	1	1	NUM
iassist-967	109	2	-	-	SYM
iassist-967	109	3	26	26	NUM
iassist-967	109	4	.	.	PUNCT
iassist-967	110	1	doi	doi	NOUN
iassist-967	110	2	:	:	PUNCT
iassist-967	110	3	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	110	4	many	many	ADJ
iassist-967	110	5	of	of	ADP
iassist-967	110	6	the	the	DET
iassist-967	110	7	reported	report	VERB
iassist-967	110	8	issues	issue	NOUN
iassist-967	110	9	relate	relate	VERB
iassist-967	110	10	to	to	ADP
iassist-967	110	11	or	or	CCONJ
iassist-967	110	12	feed	feed	VERB
iassist-967	110	13	off	off	ADP
iassist-967	110	14	one	one	NUM
iassist-967	110	15	another	another	DET
iassist-967	110	16	.	.	PUNCT
iassist-967	111	1	in	in	ADP
iassist-967	111	2	the	the	DET
iassist-967	111	3	terms	term	NOUN
iassist-967	111	4	defined	define	VERB
iassist-967	111	5	below	below	ADP
iassist-967	111	6	we	we	PRON
iassist-967	111	7	note	note	VERB
iassist-967	111	8	other	other	ADJ
iassist-967	111	9	terms	term	NOUN
iassist-967	111	10	from	from	ADP
iassist-967	111	11	the	the	DET
iassist-967	111	12	list	list	NOUN
iassist-967	111	13	that	that	PRON
iassist-967	111	14	are	be	AUX
iassist-967	111	15	related	relate	VERB
iassist-967	111	16	,	,	PUNCT
iassist-967	111	17	where	where	SCONJ
iassist-967	111	18	applicable	applicable	ADJ
iassist-967	111	19	.	.	PUNCT
iassist-967	112	1	for	for	ADP
iassist-967	112	2	a	a	DET
iassist-967	112	3	full	full	ADJ
iassist-967	112	4	list	list	NOUN
iassist-967	112	5	of	of	ADP
iassist-967	112	6	the	the	DET
iassist-967	112	7	selected	select	VERB
iassist-967	112	8	issues	issue	NOUN
iassist-967	112	9	and	and	CCONJ
iassist-967	112	10	their	their	PRON
iassist-967	112	11	definitions	definition	NOUN
iassist-967	112	12	,	,	PUNCT
iassist-967	112	13	review	review	VERB
iassist-967	112	14	the	the	DET
iassist-967	112	15	related	relate	VERB
iassist-967	112	16	data	data	NOUN
iassist-967	112	17	file	file	NOUN
iassist-967	112	18	at	at	ADP
iassist-967	112	19	https://doi.org/10.18434/m32150	https://doi.org/10.18434/m32150	PROPN
iassist-967	112	20	.	.	PUNCT
iassist-967	113	1	replicability	replicability	NOUN
iassist-967	113	2	replication	replication	NOUN
iassist-967	113	3	is	be	AUX
iassist-967	113	4	the	the	DET
iassist-967	113	5	attempt	attempt	NOUN
iassist-967	113	6	to	to	PART
iassist-967	113	7	recreate	recreate	VERB
iassist-967	113	8	the	the	DET
iassist-967	113	9	conditions	condition	NOUN
iassist-967	113	10	believed	believe	VERB
iassist-967	113	11	sufficient	sufficient	ADJ
iassist-967	113	12	for	for	ADP
iassist-967	113	13	obtaining	obtain	VERB
iassist-967	113	14	a	a	DET
iassist-967	113	15	previously	previously	ADV
iassist-967	113	16	observed	observe	VERB
iassist-967	113	17	finding	finding	NOUN
iassist-967	113	18	and	and	CCONJ
iassist-967	113	19	is	be	AUX
iassist-967	113	20	the	the	DET
iassist-967	113	21	means	mean	NOUN
iassist-967	113	22	of	of	ADP
iassist-967	113	23	establishing	establish	VERB
iassist-967	113	24	reproducibility	reproducibility	NOUN
iassist-967	113	25	of	of	ADP
iassist-967	113	26	a	a	DET
iassist-967	113	27	finding	finding	NOUN
iassist-967	113	28	with	with	ADP
iassist-967	113	29	new	new	ADJ
iassist-967	113	30	data	datum	NOUN
iassist-967	113	31	(	(	PUNCT
iassist-967	113	32	open	open	ADJ
iassist-967	113	33	science	science	NOUN
iassist-967	113	34	collaboration	collaboration	NOUN
iassist-967	113	35	,	,	PUNCT
iassist-967	113	36	2015	2015	NUM
iassist-967	113	37	)	)	PUNCT
iassist-967	113	38	.	.	PUNCT
iassist-967	114	1	[	[	X
iassist-967	114	2	related	related	ADJ
iassist-967	114	3	terms	term	NOUN
iassist-967	114	4	:	:	PUNCT
iassist-967	114	5	reproducibility	reproducibility	NOUN
iassist-967	114	6	;	;	PUNCT
iassist-967	114	7	repeatability	repeatability	NOUN
iassist-967	114	8	]	]	PUNCT
iassist-967	114	9	reproducibility	reproducibility	NOUN
iassist-967	114	10	reproducibility	reproducibility	NOUN
iassist-967	114	11	measures	measure	NOUN
iassist-967	114	12	whether	whether	SCONJ
iassist-967	114	13	a	a	DET
iassist-967	114	14	study	study	NOUN
iassist-967	114	15	or	or	CCONJ
iassist-967	114	16	experiment	experiment	NOUN
iassist-967	114	17	can	can	AUX
iassist-967	114	18	be	be	AUX
iassist-967	114	19	reproduced	reproduce	VERB
iassist-967	114	20	in	in	ADP
iassist-967	114	21	its	its	PRON
iassist-967	114	22	entirety	entirety	NOUN
iassist-967	114	23	.	.	PUNCT
iassist-967	115	1	to	to	PART
iassist-967	115	2	achieve	achieve	VERB
iassist-967	115	3	adequate	adequate	ADJ
iassist-967	115	4	reproducibility	reproducibility	NOUN
iassist-967	115	5	,	,	PUNCT
iassist-967	115	6	studies	study	NOUN
iassist-967	115	7	implement	implement	VERB
iassist-967	115	8	measures	measure	NOUN
iassist-967	115	9	to	to	PART
iassist-967	115	10	support	support	VERB
iassist-967	115	11	verification	verification	NOUN
iassist-967	115	12	of	of	ADP
iassist-967	115	13	research	research	NOUN
iassist-967	115	14	,	,	PUNCT
iassist-967	115	15	including	include	VERB
iassist-967	115	16	,	,	PUNCT
iassist-967	115	17	for	for	ADP
iassist-967	115	18	example	example	NOUN
iassist-967	115	19	,	,	PUNCT
iassist-967	115	20	sharing	share	VERB
iassist-967	115	21	data	datum	NOUN
iassist-967	115	22	and	and	CCONJ
iassist-967	115	23	methods	method	NOUN
iassist-967	115	24	.	.	PUNCT
iassist-967	116	1	no	no	DET
iassist-967	116	2	single	single	ADJ
iassist-967	116	3	factor	factor	NOUN
iassist-967	116	4	or	or	CCONJ
iassist-967	116	5	method	method	NOUN
iassist-967	116	6	alone	alone	ADV
iassist-967	116	7	achieves	achieve	VERB
iassist-967	116	8	reproducibility	reproducibility	NOUN
iassist-967	116	9	in	in	ADP
iassist-967	116	10	a	a	DET
iassist-967	116	11	study	study	NOUN
iassist-967	116	12	,	,	PUNCT
iassist-967	116	13	and	and	CCONJ
iassist-967	116	14	likewise	likewise	ADV
iassist-967	116	15	,	,	PUNCT
iassist-967	116	16	many	many	ADJ
iassist-967	116	17	factors	factor	NOUN
iassist-967	116	18	can	can	AUX
iassist-967	116	19	result	result	VERB
iassist-967	116	20	in	in	ADP
iassist-967	116	21	a	a	DET
iassist-967	116	22	study	study	NOUN
iassist-967	116	23	with	with	ADP
iassist-967	116	24	poor	poor	ADJ
iassist-967	116	25	reproducibility	reproducibility	NOUN
iassist-967	116	26	(	(	PUNCT
iassist-967	116	27	munafò	munafò	VERB
iassist-967	116	28	et	et	PROPN
iassist-967	116	29	al	al	PROPN
iassist-967	116	30	.	.	PROPN
iassist-967	116	31	,	,	PUNCT
iassist-967	116	32	2017	2017	NUM
iassist-967	116	33	)	)	PUNCT
iassist-967	116	34	.	.	PUNCT
iassist-967	117	1	[	[	X
iassist-967	117	2	related	related	ADJ
iassist-967	117	3	terms	term	NOUN
iassist-967	117	4	:	:	PUNCT
iassist-967	117	5	replicability	replicability	NOUN
iassist-967	117	6	;	;	PUNCT
iassist-967	117	7	repeatability	repeatability	NOUN
iassist-967	117	8	]	]	PUNCT
iassist-967	117	9	reproducibility	reproducibility	NOUN
iassist-967	117	10	crisis	crisis	NOUN
iassist-967	117	11	the	the	DET
iassist-967	117	12	reproducibility	reproducibility	NOUN
iassist-967	117	13	crisis	crisis	NOUN
iassist-967	117	14	is	be	AUX
iassist-967	117	15	defined	define	VERB
iassist-967	117	16	as	as	ADP
iassist-967	117	17	widespread	widespread	ADJ
iassist-967	117	18	failure	failure	NOUN
iassist-967	117	19	to	to	PART
iassist-967	117	20	replicate	replicate	VERB
iassist-967	117	21	the	the	DET
iassist-967	117	22	results	result	NOUN
iassist-967	117	23	of	of	ADP
iassist-967	117	24	experiments	experiment	NOUN
iassist-967	117	25	and	and	CCONJ
iassist-967	117	26	studies	study	NOUN
iassist-967	117	27	(	(	PUNCT
iassist-967	117	28	weir	weir	NOUN
iassist-967	117	29	,	,	PUNCT
iassist-967	117	30	2015	2015	NUM
iassist-967	117	31	)	)	PUNCT
iassist-967	117	32	.	.	PUNCT
iassist-967	118	1	while	while	SCONJ
iassist-967	118	2	many	many	ADJ
iassist-967	118	3	acknowledge	acknowledge	VERB
iassist-967	118	4	the	the	DET
iassist-967	118	5	problem	problem	NOUN
iassist-967	118	6	and	and	CCONJ
iassist-967	118	7	see	see	VERB
iassist-967	118	8	a	a	DET
iassist-967	118	9	need	need	NOUN
iassist-967	118	10	for	for	ADP
iassist-967	118	11	research	research	NOUN
iassist-967	118	12	and	and	CCONJ
iassist-967	118	13	experimental	experimental	ADJ
iassist-967	118	14	reform	reform	NOUN
iassist-967	118	15	,	,	PUNCT
iassist-967	118	16	many	many	ADJ
iassist-967	118	17	people	people	NOUN
iassist-967	118	18	debate	debate	VERB
iassist-967	118	19	the	the	DET
iassist-967	118	20	reproducibility	reproducibility	NOUN
iassist-967	118	21	problem	problem	NOUN
iassist-967	118	22	as	as	ADP
iassist-967	118	23	exaggerated	exaggerated	ADJ
iassist-967	118	24	(	(	PUNCT
iassist-967	118	25	baker	baker	NOUN
iassist-967	118	26	,	,	PUNCT
iassist-967	118	27	2016c	2016c	NUM
iassist-967	118	28	)	)	PUNCT
iassist-967	118	29	.	.	PUNCT
iassist-967	119	1	bias	bias	NOUN
iassist-967	119	2	bias	bias	NOUN
iassist-967	119	3	includes	include	VERB
iassist-967	119	4	prejudice	prejudice	NOUN
iassist-967	119	5	in	in	ADP
iassist-967	119	6	favor	favor	NOUN
iassist-967	119	7	of	of	ADP
iassist-967	119	8	or	or	CCONJ
iassist-967	119	9	against	against	ADP
iassist-967	119	10	one	one	NUM
iassist-967	119	11	thing	thing	NOUN
iassist-967	119	12	,	,	PUNCT
iassist-967	119	13	person	person	NOUN
iassist-967	119	14	,	,	PUNCT
iassist-967	119	15	or	or	CCONJ
iassist-967	119	16	group	group	NOUN
iassist-967	119	17	compared	compare	VERB
iassist-967	119	18	with	with	ADP
iassist-967	119	19	another	another	PRON
iassist-967	119	20	,	,	PUNCT
iassist-967	119	21	usually	usually	ADV
iassist-967	119	22	in	in	ADP
iassist-967	119	23	a	a	DET
iassist-967	119	24	way	way	NOUN
iassist-967	119	25	considered	consider	VERB
iassist-967	119	26	unfair	unfair	ADJ
iassist-967	119	27	.	.	PUNCT
iassist-967	120	1	two	two	NUM
iassist-967	120	2	common	common	ADJ
iassist-967	120	3	types	type	NOUN
iassist-967	120	4	of	of	ADP
iassist-967	120	5	bias	bias	NOUN
iassist-967	120	6	in	in	ADP
iassist-967	120	7	research	research	NOUN
iassist-967	120	8	studies	study	NOUN
iassist-967	120	9	are	be	AUX
iassist-967	120	10	confirmation	confirmation	NOUN
iassist-967	120	11	bias	bias	NOUN
iassist-967	120	12	and	and	CCONJ
iassist-967	120	13	hindsight	hindsight	ADJ
iassist-967	120	14	bias	bias	NOUN
iassist-967	120	15	.	.	PUNCT
iassist-967	121	1	confirmation	confirmation	NOUN
iassist-967	121	2	bias	bias	NOUN
iassist-967	121	3	promotes	promote	VERB
iassist-967	121	4	the	the	DET
iassist-967	121	5	tendency	tendency	NOUN
iassist-967	121	6	to	to	PART
iassist-967	121	7	focus	focus	VERB
iassist-967	121	8	on	on	ADP
iassist-967	121	9	evidence	evidence	NOUN
iassist-967	121	10	that	that	PRON
iassist-967	121	11	is	be	AUX
iassist-967	121	12	in	in	ADP
iassist-967	121	13	line	line	NOUN
iassist-967	121	14	with	with	ADP
iassist-967	121	15	our	our	PRON
iassist-967	121	16	expectations	expectation	NOUN
iassist-967	121	17	or	or	CCONJ
iassist-967	121	18	favored	favor	VERB
iassist-967	121	19	explanation	explanation	NOUN
iassist-967	121	20	.	.	PUNCT
iassist-967	122	1	hindsight	hindsight	ADJ
iassist-967	122	2	bias	bias	NOUN
iassist-967	122	3	is	be	AUX
iassist-967	122	4	the	the	DET
iassist-967	122	5	tendency	tendency	NOUN
iassist-967	122	6	to	to	PART
iassist-967	122	7	see	see	VERB
iassist-967	122	8	an	an	DET
iassist-967	122	9	event	event	NOUN
iassist-967	122	10	as	as	ADP
iassist-967	122	11	having	having	AUX
iassist-967	122	12	been	be	AUX
iassist-967	122	13	predictable	predictable	ADJ
iassist-967	122	14	only	only	ADV
iassist-967	122	15	after	after	SCONJ
iassist-967	122	16	it	it	PRON
iassist-967	122	17	has	have	AUX
iassist-967	122	18	occurred	occur	VERB
iassist-967	122	19	(	(	PUNCT
iassist-967	122	20	munafò	munafò	VERB
iassist-967	122	21	et	et	PROPN
iassist-967	122	22	al	al	PROPN
iassist-967	122	23	.	.	PROPN
iassist-967	122	24	,	,	PUNCT
iassist-967	122	25	2017	2017	NUM
iassist-967	122	26	)	)	PUNCT
iassist-967	122	27	.	.	PUNCT
iassist-967	123	1	[	[	X
iassist-967	123	2	related	related	ADJ
iassist-967	123	3	terms	term	NOUN
iassist-967	123	4	:	:	PUNCT
iassist-967	123	5	cherry	cherry	NOUN
iassist-967	123	6	picking	picking	NOUN
iassist-967	123	7	;	;	PUNCT
iassist-967	123	8	replication	replication	NOUN
iassist-967	123	9	studies	study	NOUN
iassist-967	123	10	(	(	PUNCT
iassist-967	123	11	solution	solution	NOUN
iassist-967	123	12	)	)	PUNCT
iassist-967	123	13	]	]	PUNCT
iassist-967	124	1	cherry	cherry	NOUN
iassist-967	124	2	picking	pick	VERB
iassist-967	124	3	cherry	cherry	NOUN
iassist-967	124	4	picking	pick	VERB
iassist-967	124	5	data	datum	NOUN
iassist-967	124	6	includes	include	VERB
iassist-967	124	7	suppressing	suppress	VERB
iassist-967	124	8	evidence	evidence	NOUN
iassist-967	124	9	,	,	PUNCT
iassist-967	124	10	or	or	CCONJ
iassist-967	124	11	the	the	DET
iassist-967	124	12	fallacy	fallacy	NOUN
iassist-967	124	13	of	of	ADP
iassist-967	124	14	incomplete	incomplete	ADJ
iassist-967	124	15	evidence	evidence	NOUN
iassist-967	124	16	by	by	ADP
iassist-967	124	17	pointing	point	VERB
iassist-967	124	18	to	to	ADP
iassist-967	124	19	individual	individual	ADJ
iassist-967	124	20	cases	case	NOUN
iassist-967	124	21	or	or	CCONJ
iassist-967	124	22	data	datum	NOUN
iassist-967	124	23	that	that	PRON
iassist-967	124	24	seem	seem	VERB
iassist-967	124	25	to	to	PART
iassist-967	124	26	confirm	confirm	VERB
iassist-967	124	27	a	a	DET
iassist-967	124	28	particular	particular	ADJ
iassist-967	124	29	position	position	NOUN
iassist-967	124	30	or	or	CCONJ
iassist-967	124	31	statistical	statistical	ADJ
iassist-967	124	32	significance	significance	NOUN
iassist-967	124	33	,	,	PUNCT
iassist-967	124	34	while	while	SCONJ
iassist-967	124	35	ignoring	ignore	VERB
iassist-967	124	36	a	a	DET
iassist-967	124	37	significant	significant	ADJ
iassist-967	124	38	portion	portion	NOUN
iassist-967	124	39	of	of	ADP
iassist-967	124	40	related	related	ADJ
iassist-967	124	41	cases	case	NOUN
iassist-967	124	42	or	or	CCONJ
iassist-967	124	43	data	datum	NOUN
iassist-967	124	44	that	that	PRON
iassist-967	124	45	may	may	AUX
iassist-967	124	46	contradict	contradict	VERB
iassist-967	124	47	that	that	DET
iassist-967	124	48	position	position	NOUN
iassist-967	124	49	(	(	PUNCT
iassist-967	124	50	baker	baker	NOUN
iassist-967	124	51	,	,	PUNCT
iassist-967	124	52	2016a	2016a	NUM
iassist-967	124	53	)	)	PUNCT
iassist-967	124	54	.	.	PUNCT
iassist-967	125	1	[	[	X
iassist-967	125	2	related	related	ADJ
iassist-967	125	3	terms	term	NOUN
iassist-967	125	4	:	:	PUNCT
iassist-967	125	5	bias	bias	NOUN
iassist-967	125	6	;	;	PUNCT
iassist-967	125	7	p	p	X
iassist-967	125	8	-	-	PUNCT
iassist-967	125	9	hacking	hack	VERB
iassist-967	125	10	]	]	PUNCT
iassist-967	125	11	publish	publish	VERB
iassist-967	125	12	or	or	CCONJ
iassist-967	125	13	perish	perish	VERB
iassist-967	125	14	‘	'	PUNCT
iassist-967	125	15	publish	publish	VERB
iassist-967	125	16	or	or	CCONJ
iassist-967	125	17	perish	perish	NOUN
iassist-967	125	18	’	'	PUNCT
iassist-967	125	19	is	be	AUX
iassist-967	125	20	a	a	DET
iassist-967	125	21	phrase	phrase	NOUN
iassist-967	125	22	coined	coin	VERB
iassist-967	125	23	to	to	PART
iassist-967	125	24	describe	describe	VERB
iassist-967	125	25	the	the	DET
iassist-967	125	26	pressure	pressure	NOUN
iassist-967	125	27	in	in	ADP
iassist-967	125	28	academia	academia	NOUN
iassist-967	125	29	to	to	PART
iassist-967	125	30	rapidly	rapidly	ADV
iassist-967	125	31	and	and	CCONJ
iassist-967	125	32	continuously	continuously	ADV
iassist-967	125	33	publish	publish	VERB
iassist-967	125	34	academic	academic	ADJ
iassist-967	125	35	work	work	NOUN
iassist-967	125	36	to	to	PART
iassist-967	125	37	sustain	sustain	VERB
iassist-967	125	38	or	or	CCONJ
iassist-967	125	39	further	further	ADJ
iassist-967	125	40	one	one	NUM
iassist-967	125	41	’s	’s	PART
iassist-967	125	42	career	career	NOUN
iassist-967	125	43	.	.	PUNCT
iassist-967	126	1	frequent	frequent	ADJ
iassist-967	126	2	publication	publication	NOUN
iassist-967	126	3	is	be	AUX
iassist-967	126	4	one	one	NUM
iassist-967	126	5	of	of	ADP
iassist-967	126	6	the	the	DET
iassist-967	126	7	few	few	ADJ
iassist-967	126	8	methods	method	NOUN
iassist-967	126	9	at	at	ADP
iassist-967	126	10	scholars	scholar	NOUN
iassist-967	126	11	’	'	PUNCT
iassist-967	126	12	disposal	disposal	NOUN
iassist-967	126	13	to	to	PART
iassist-967	126	14	demonstrate	demonstrate	VERB
iassist-967	126	15	academic	academic	ADJ
iassist-967	126	16	talent	talent	NOUN
iassist-967	126	17	.	.	PUNCT
iassist-967	127	1	the	the	DET
iassist-967	127	2	desire	desire	NOUN
iassist-967	127	3	or	or	CCONJ
iassist-967	127	4	need	need	VERB
iassist-967	127	5	to	to	PART
iassist-967	127	6	publish	publish	VERB
iassist-967	127	7	work	work	NOUN
iassist-967	127	8	at	at	ADP
iassist-967	127	9	a	a	DET
iassist-967	127	10	near	near	ADV
iassist-967	127	11	-	-	PUNCT
iassist-967	127	12	constant	constant	ADJ
iassist-967	127	13	rate	rate	NOUN
iassist-967	127	14	can	can	AUX
iassist-967	127	15	lead	lead	VERB
iassist-967	127	16	to	to	ADP
iassist-967	127	17	problems	problem	NOUN
iassist-967	127	18	in	in	ADP
iassist-967	127	19	reproducibility	reproducibility	NOUN
iassist-967	127	20	,	,	PUNCT
iassist-967	127	21	and	and	CCONJ
iassist-967	127	22	can	can	AUX
iassist-967	127	23	lead	lead	VERB
iassist-967	127	24	to	to	ADP
iassist-967	127	25	issues	issue	NOUN
iassist-967	127	26	concerning	concern	VERB
iassist-967	127	27	selective	selective	ADJ
iassist-967	127	28	reporting	reporting	NOUN
iassist-967	127	29	,	,	PUNCT
iassist-967	127	30	also	also	ADV
iassist-967	127	31	known	know	VERB
iassist-967	127	32	as	as	ADP
iassist-967	127	33	‘	'	PUNCT
iassist-967	127	34	cherry	cherry	NOUN
iassist-967	127	35	picking	picking	NOUN
iassist-967	127	36	’	'	PUNCT
iassist-967	127	37	(	(	PUNCT
iassist-967	127	38	baker	baker	PROPN
iassist-967	127	39	,	,	PUNCT
iassist-967	127	40	2016a	2016a	NUM
iassist-967	127	41	)	)	PUNCT
iassist-967	127	42	.	.	PUNCT
iassist-967	128	1	[	[	X
iassist-967	128	2	related	related	ADJ
iassist-967	128	3	terms	term	NOUN
iassist-967	128	4	:	:	PUNCT
iassist-967	128	5	incentives	incentive	NOUN
iassist-967	128	6	;	;	PUNCT
iassist-967	128	7	publication	publication	NOUN
iassist-967	128	8	policy	policy	NOUN
iassist-967	128	9	(	(	PUNCT
iassist-967	128	10	solution	solution	NOUN
iassist-967	128	11	)	)	PUNCT
iassist-967	128	12	;	;	PUNCT
iassist-967	128	13	culture	culture	NOUN
iassist-967	128	14	shift	shift	NOUN
iassist-967	128	15	(	(	PUNCT
iassist-967	128	16	solution	solution	NOUN
iassist-967	128	17	)	)	PUNCT
iassist-967	128	18	]	]	PUNCT
iassist-967	128	19	data	datum	NOUN
iassist-967	128	20	sharing	sharing	NOUN
iassist-967	128	21	definition	definition	NOUN
iassist-967	128	22	is	be	AUX
iassist-967	128	23	included	include	VERB
iassist-967	128	24	alongside	alongside	ADP
iassist-967	128	25	‘	'	PUNCT
iassist-967	128	26	code	code	NOUN
iassist-967	128	27	sharing	sharing	NOUN
iassist-967	128	28	’	'	PUNCT
iassist-967	128	29	in	in	ADP
iassist-967	128	30	the	the	DET
iassist-967	128	31	solutions	solution	NOUN
iassist-967	128	32	section	section	NOUN
iassist-967	128	33	below	below	ADV
iassist-967	128	34	,	,	PUNCT
iassist-967	128	35	as	as	SCONJ
iassist-967	128	36	it	it	PRON
iassist-967	128	37	appeared	appear	VERB
iassist-967	128	38	as	as	ADP
iassist-967	128	39	both	both	CCONJ
iassist-967	128	40	an	an	DET
iassist-967	128	41	issue	issue	NOUN
iassist-967	128	42	and	and	CCONJ
iassist-967	128	43	solution	solution	NOUN
iassist-967	128	44	in	in	ADP
iassist-967	128	45	this	this	DET
iassist-967	128	46	analysis	analysis	NOUN
iassist-967	128	47	.	.	PUNCT
iassist-967	129	1	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	129	2	https://doi.org/10.18434/m32150	https://doi.org/10.18434/m32150	PROPN
iassist-967	129	3	10/26	10/26	NUM
iassist-967	129	4	antognoli	antognoli	NOUN
iassist-967	129	5	,	,	PUNCT
iassist-967	129	6	erin	erin	NOUN
iassist-967	129	7	;	;	PUNCT
iassist-967	129	8	avila	avila	PROPN
iassist-967	129	9	,	,	PUNCT
iassist-967	129	10	regina	regina	PROPN
iassist-967	129	11	;	;	PUNCT
iassist-967	129	12	sears	sears	PROPN
iassist-967	129	13	,	,	PUNCT
iassist-967	129	14	jonathan	jonathan	PROPN
iassist-967	129	15	;	;	PUNCT
iassist-967	129	16	christiansen	christiansen	PROPN
iassist-967	129	17	,	,	PUNCT
iassist-967	129	18	leighton	leighton	PROPN
iassist-967	129	19	;	;	PUNCT
iassist-967	129	20	tieman	tieman	NOUN
iassist-967	129	21	,	,	PUNCT
iassist-967	129	22	jessica	jessica	PROPN
iassist-967	129	23	;	;	PUNCT
iassist-967	129	24	hart	hart	PROPN
iassist-967	129	25	,	,	PUNCT
iassist-967	129	26	jacquelyn	jacquelyn	PROPN
iassist-967	129	27	(	(	PUNCT
iassist-967	129	28	2020	2020	NUM
iassist-967	129	29	)	)	PUNCT
iassist-967	129	30	reproducibility	reproducibility	NOUN
iassist-967	129	31	literature	literature	NOUN
iassist-967	129	32	analysis	analysis	NOUN
iassist-967	129	33	a	a	DET
iassist-967	129	34	federal	federal	ADJ
iassist-967	129	35	information	information	NOUN
iassist-967	129	36	professional	professional	PROPN
iassist-967	129	37	perspective	perspective	NOUN
iassist-967	129	38	,	,	PUNCT
iassist-967	129	39	iassist	iassist	VERB
iassist-967	129	40	quarterly	quarterly	ADJ
iassist-967	129	41	44(1	44(1	PROPN
iassist-967	129	42	-	-	PUNCT
iassist-967	129	43	2	2	NUM
iassist-967	129	44	)	)	PUNCT
iassist-967	129	45	,	,	PUNCT
iassist-967	129	46	pp	pp	ADJ
iassist-967	129	47	.	.	PUNCT
iassist-967	130	1	1	1	NUM
iassist-967	130	2	-	-	SYM
iassist-967	130	3	26	26	NUM
iassist-967	130	4	.	.	PUNCT
iassist-967	131	1	doi	doi	NOUN
iassist-967	131	2	:	:	PUNCT
iassist-967	131	3	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	131	4	data	datum	NOUN
iassist-967	131	5	quality	quality	NOUN
iassist-967	131	6	many	many	ADJ
iassist-967	131	7	definitions	definition	NOUN
iassist-967	131	8	and	and	CCONJ
iassist-967	131	9	factors	factor	NOUN
iassist-967	131	10	determine	determine	VERB
iassist-967	131	11	data	datum	NOUN
iassist-967	131	12	quality	quality	NOUN
iassist-967	131	13	.	.	PUNCT
iassist-967	132	1	however	however	ADV
iassist-967	132	2	,	,	PUNCT
iassist-967	132	3	data	datum	NOUN
iassist-967	132	4	‘	'	PUNCT
iassist-967	132	5	fit	fit	ADJ
iassist-967	132	6	for	for	ADP
iassist-967	132	7	their	their	PRON
iassist-967	132	8	intended	intend	VERB
iassist-967	132	9	uses	use	NOUN
iassist-967	132	10	in	in	ADP
iassist-967	132	11	operations	operation	NOUN
iassist-967	132	12	,	,	PUNCT
iassist-967	132	13	decision	decision	NOUN
iassist-967	132	14	making	making	NOUN
iassist-967	132	15	and	and	CCONJ
iassist-967	132	16	planning	planning	NOUN
iassist-967	132	17	’	'	PUNCT
iassist-967	132	18	are	be	AUX
iassist-967	132	19	generally	generally	ADV
iassist-967	132	20	considered	consider	VERB
iassist-967	132	21	high	high	ADJ
iassist-967	132	22	quality	quality	NOUN
iassist-967	132	23	.	.	PUNCT
iassist-967	133	1	incorrect	incorrect	ADJ
iassist-967	133	2	or	or	CCONJ
iassist-967	133	3	incomplete	incomplete	ADJ
iassist-967	133	4	data	datum	NOUN
iassist-967	133	5	used	use	VERB
iassist-967	133	6	to	to	PART
iassist-967	133	7	influence	influence	VERB
iassist-967	133	8	decision	decision	NOUN
iassist-967	133	9	-	-	PUNCT
iassist-967	133	10	making	make	VERB
iassist-967	133	11	minimizes	minimize	NOUN
iassist-967	133	12	accuracy	accuracy	NOUN
iassist-967	133	13	and	and	CCONJ
iassist-967	133	14	strategic	strategic	ADJ
iassist-967	133	15	advantage	advantage	NOUN
iassist-967	133	16	(	(	PUNCT
iassist-967	133	17	redman	redman	PROPN
iassist-967	133	18	,	,	PUNCT
iassist-967	133	19	2008	2008	NUM
iassist-967	133	20	)	)	PUNCT
iassist-967	133	21	.	.	PUNCT
iassist-967	134	1	bad	bad	ADJ
iassist-967	134	2	or	or	CCONJ
iassist-967	134	3	low	low	ADJ
iassist-967	134	4	-	-	PUNCT
iassist-967	134	5	quality	quality	NOUN
iassist-967	134	6	data	datum	NOUN
iassist-967	134	7	can	can	AUX
iassist-967	134	8	result	result	VERB
iassist-967	134	9	from	from	ADP
iassist-967	134	10	many	many	ADJ
iassist-967	134	11	avenues	avenue	NOUN
iassist-967	134	12	,	,	PUNCT
iassist-967	134	13	including	include	VERB
iassist-967	134	14	negative	negative	ADJ
iassist-967	134	15	cultural	cultural	ADJ
iassist-967	134	16	influences	influence	NOUN
iassist-967	134	17	such	such	ADJ
iassist-967	134	18	as	as	ADP
iassist-967	134	19	‘	'	PUNCT
iassist-967	134	20	publish	publish	VERB
iassist-967	134	21	or	or	CCONJ
iassist-967	134	22	perish	perish	VERB
iassist-967	134	23	’	'	PUNCT
iassist-967	134	24	as	as	ADV
iassist-967	134	25	well	well	ADV
iassist-967	134	26	as	as	ADP
iassist-967	134	27	researcher	researcher	NOUN
iassist-967	134	28	misconduct	misconduct	NOUN
iassist-967	134	29	,	,	PUNCT
iassist-967	134	30	bias	bias	NOUN
iassist-967	134	31	,	,	PUNCT
iassist-967	134	32	p	p	NOUN
iassist-967	134	33	-	-	PUNCT
iassist-967	134	34	hacking	hack	VERB
iassist-967	134	35	,	,	PUNCT
iassist-967	134	36	or	or	CCONJ
iassist-967	134	37	cherry	cherry	NOUN
iassist-967	134	38	picking	pick	VERB
iassist-967	134	39	data	datum	NOUN
iassist-967	134	40	,	,	PUNCT
iassist-967	134	41	among	among	ADP
iassist-967	134	42	others	other	NOUN
iassist-967	134	43	.	.	PUNCT
iassist-967	135	1	[	[	X
iassist-967	135	2	related	related	ADJ
iassist-967	135	3	terms	term	NOUN
iassist-967	135	4	:	:	PUNCT
iassist-967	135	5	validation	validation	NOUN
iassist-967	135	6	;	;	PUNCT
iassist-967	135	7	trust	trust	NOUN
iassist-967	135	8	;	;	PUNCT
iassist-967	135	9	quality	quality	NOUN
iassist-967	135	10	assurance	assurance	NOUN
iassist-967	135	11	(	(	PUNCT
iassist-967	135	12	solution	solution	NOUN
iassist-967	135	13	)	)	PUNCT
iassist-967	135	14	]	]	PUNCT
iassist-967	135	15	researcher	researcher	NOUN
iassist-967	135	16	misconduct	misconduct	NOUN
iassist-967	135	17	‘	'	PUNCT
iassist-967	135	18	the	the	DET
iassist-967	135	19	national	national	PROPN
iassist-967	135	20	science	science	PROPN
iassist-967	135	21	foundation	foundation	PROPN
iassist-967	135	22	(	(	PUNCT
iassist-967	135	23	2001	2001	NUM
iassist-967	135	24	)	)	PUNCT
iassist-967	135	25	defined	define	VERB
iassist-967	135	26	scientific	scientific	ADJ
iassist-967	135	27	misconduct	misconduct	NOUN
iassist-967	135	28	as	as	ADP
iassist-967	135	29	fabrication	fabrication	NOUN
iassist-967	135	30	,	,	PUNCT
iassist-967	135	31	falsification	falsification	NOUN
iassist-967	135	32	,	,	PUNCT
iassist-967	135	33	or	or	CCONJ
iassist-967	135	34	plagiarism	plagiarism	NOUN
iassist-967	135	35	in	in	ADP
iassist-967	135	36	proposing	propose	VERB
iassist-967	135	37	,	,	PUNCT
iassist-967	135	38	performing	perform	VERB
iassist-967	135	39	,	,	PUNCT
iassist-967	135	40	or	or	CCONJ
iassist-967	135	41	reviewing	review	VERB
iassist-967	135	42	research	research	NOUN
iassist-967	135	43	or	or	CCONJ
iassist-967	135	44	in	in	ADP
iassist-967	135	45	reporting	report	VERB
iassist-967	135	46	research	research	NOUN
iassist-967	135	47	results	result	NOUN
iassist-967	135	48	.	.	PUNCT
iassist-967	136	1	such	such	ADJ
iassist-967	136	2	misconduct	misconduct	NOUN
iassist-967	136	3	is	be	AUX
iassist-967	136	4	committed	commit	VERB
iassist-967	136	5	intentionally	intentionally	ADV
iassist-967	136	6	,	,	PUNCT
iassist-967	136	7	knowingly	knowingly	ADV
iassist-967	136	8	,	,	PUNCT
iassist-967	136	9	or	or	CCONJ
iassist-967	136	10	in	in	ADP
iassist-967	136	11	disregard	disregard	NOUN
iassist-967	136	12	of	of	ADP
iassist-967	136	13	accepted	accept	VERB
iassist-967	136	14	practices	practice	NOUN
iassist-967	136	15	.	.	PUNCT
iassist-967	137	1	fabrication	fabrication	NOUN
iassist-967	137	2	of	of	ADP
iassist-967	137	3	data	datum	NOUN
iassist-967	137	4	involves	involves	AUX
iassist-967	137	5	totally	totally	ADV
iassist-967	137	6	inventing	invent	VERB
iassist-967	137	7	a	a	DET
iassist-967	137	8	data	data	NOUN
iassist-967	137	9	set	set	VERB
iassist-967	137	10	,	,	PUNCT
iassist-967	137	11	while	while	SCONJ
iassist-967	137	12	falsification	falsification	NOUN
iassist-967	137	13	refers	refer	VERB
iassist-967	137	14	to	to	ADP
iassist-967	137	15	manipulation	manipulation	NOUN
iassist-967	137	16	of	of	ADP
iassist-967	137	17	equipment	equipment	NOUN
iassist-967	137	18	or	or	CCONJ
iassist-967	137	19	changing	change	VERB
iassist-967	137	20	data	datum	NOUN
iassist-967	137	21	such	such	ADJ
iassist-967	137	22	that	that	SCONJ
iassist-967	137	23	the	the	DET
iassist-967	137	24	research	research	NOUN
iassist-967	137	25	is	be	AUX
iassist-967	137	26	not	not	PART
iassist-967	137	27	accurately	accurately	ADV
iassist-967	137	28	represented	represent	VERB
iassist-967	137	29	in	in	ADP
iassist-967	137	30	the	the	DET
iassist-967	137	31	research	research	NOUN
iassist-967	137	32	report	report	NOUN
iassist-967	137	33	’	'	PUNCT
iassist-967	137	34	(	(	PUNCT
iassist-967	137	35	stroebe	stroebe	PROPN
iassist-967	137	36	,	,	PUNCT
iassist-967	137	37	postmes	postme	NOUN
iassist-967	137	38	and	and	CCONJ
iassist-967	137	39	spears	spear	NOUN
iassist-967	137	40	,	,	PUNCT
iassist-967	137	41	2012	2012	NUM
iassist-967	137	42	)	)	PUNCT
iassist-967	137	43	.	.	PUNCT
iassist-967	138	1	[	[	X
iassist-967	138	2	related	related	ADJ
iassist-967	138	3	terms	term	NOUN
iassist-967	138	4	:	:	PUNCT
iassist-967	138	5	trust	trust	NOUN
iassist-967	138	6	;	;	PUNCT
iassist-967	138	7	data	datum	NOUN
iassist-967	138	8	quality	quality	NOUN
iassist-967	138	9	]	]	PUNCT
iassist-967	138	10	potential	potential	ADJ
iassist-967	138	11	solutions	solution	NOUN
iassist-967	138	12	to	to	ADP
iassist-967	138	13	the	the	DET
iassist-967	138	14	reproducibility	reproducibility	NOUN
iassist-967	138	15	crisis	crisis	NOUN
iassist-967	138	16	while	while	SCONJ
iassist-967	138	17	many	many	ADJ
iassist-967	138	18	potential	potential	ADJ
iassist-967	138	19	solutions	solution	NOUN
iassist-967	138	20	to	to	ADP
iassist-967	138	21	reproducibility	reproducibility	NOUN
iassist-967	138	22	issues	issue	NOUN
iassist-967	138	23	appeared	appear	VERB
iassist-967	138	24	throughout	throughout	ADP
iassist-967	138	25	the	the	DET
iassist-967	138	26	reviewed	review	VERB
iassist-967	138	27	resources	resource	NOUN
iassist-967	138	28	,	,	PUNCT
iassist-967	138	29	here	here	ADV
iassist-967	138	30	we	we	PRON
iassist-967	138	31	highlight	highlight	VERB
iassist-967	138	32	some	some	PRON
iassist-967	138	33	of	of	ADP
iassist-967	138	34	the	the	DET
iassist-967	138	35	terms	term	NOUN
iassist-967	138	36	appearing	appear	VERB
iassist-967	138	37	the	the	DET
iassist-967	138	38	most	most	ADV
iassist-967	138	39	frequently	frequently	ADV
iassist-967	138	40	,	,	PUNCT
iassist-967	138	41	or	or	CCONJ
iassist-967	138	42	which	which	PRON
iassist-967	138	43	we	we	PRON
iassist-967	138	44	felt	feel	VERB
iassist-967	138	45	were	be	AUX
iassist-967	138	46	important	important	ADJ
iassist-967	138	47	.	.	PUNCT
iassist-967	139	1	as	as	ADP
iassist-967	139	2	with	with	ADP
iassist-967	139	3	the	the	DET
iassist-967	139	4	reproducibility	reproducibility	NOUN
iassist-967	139	5	issues	issue	NOUN
iassist-967	139	6	discussed	discuss	VERB
iassist-967	139	7	above	above	ADV
iassist-967	139	8	,	,	PUNCT
iassist-967	139	9	many	many	ADJ
iassist-967	139	10	of	of	ADP
iassist-967	139	11	these	these	DET
iassist-967	139	12	reported	report	VERB
iassist-967	139	13	solutions	solution	NOUN
iassist-967	139	14	intersect	intersect	ADJ
iassist-967	139	15	.	.	PUNCT
iassist-967	140	1	it	it	PRON
iassist-967	140	2	is	be	AUX
iassist-967	140	3	worthwhile	worthwhile	ADJ
iassist-967	140	4	to	to	PART
iassist-967	140	5	reiterate	reiterate	VERB
iassist-967	140	6	that	that	SCONJ
iassist-967	140	7	many	many	ADJ
iassist-967	140	8	of	of	ADP
iassist-967	140	9	the	the	DET
iassist-967	140	10	terms	term	NOUN
iassist-967	140	11	and	and	CCONJ
iassist-967	140	12	ideas	idea	NOUN
iassist-967	140	13	encountered	encounter	VERB
iassist-967	140	14	during	during	ADP
iassist-967	140	15	our	our	PRON
iassist-967	140	16	research	research	NOUN
iassist-967	140	17	appeared	appear	VERB
iassist-967	140	18	as	as	ADP
iassist-967	140	19	both	both	DET
iassist-967	140	20	issues	issue	NOUN
iassist-967	140	21	and	and	CCONJ
iassist-967	140	22	solutions	solution	NOUN
iassist-967	140	23	—	—	PUNCT
iassist-967	140	24	such	such	ADJ
iassist-967	140	25	as	as	ADP
iassist-967	140	26	publication	publication	NOUN
iassist-967	140	27	policy	policy	NOUN
iassist-967	140	28	,	,	PUNCT
iassist-967	140	29	incentives	incentive	NOUN
iassist-967	140	30	,	,	PUNCT
iassist-967	140	31	training	training	NOUN
iassist-967	140	32	,	,	PUNCT
iassist-967	140	33	data	datum	NOUN
iassist-967	140	34	sharing	sharing	NOUN
iassist-967	140	35	,	,	PUNCT
iassist-967	140	36	and	and	CCONJ
iassist-967	140	37	data	datum	NOUN
iassist-967	140	38	quality	quality	NOUN
iassist-967	140	39	.	.	PUNCT
iassist-967	141	1	for	for	ADP
iassist-967	141	2	example	example	NOUN
iassist-967	141	3	,	,	PUNCT
iassist-967	141	4	lack	lack	NOUN
iassist-967	141	5	of	of	ADP
iassist-967	141	6	‘	'	PUNCT
iassist-967	141	7	data	datum	NOUN
iassist-967	141	8	sharing	sharing	NOUN
iassist-967	141	9	’	'	PUNCT
iassist-967	141	10	is	be	AUX
iassist-967	141	11	cited	cite	VERB
iassist-967	141	12	as	as	ADP
iassist-967	141	13	a	a	DET
iassist-967	141	14	hindrance	hindrance	NOUN
iassist-967	141	15	to	to	ADP
iassist-967	141	16	reproducibility	reproducibility	NOUN
iassist-967	141	17	.	.	PUNCT
iassist-967	142	1	others	other	NOUN
iassist-967	142	2	cite	cite	VERB
iassist-967	142	3	‘	'	PUNCT
iassist-967	142	4	data	datum	NOUN
iassist-967	142	5	sharing	sharing	NOUN
iassist-967	142	6	’	'	PUNCT
iassist-967	142	7	as	as	ADP
iassist-967	142	8	a	a	DET
iassist-967	142	9	potential	potential	ADJ
iassist-967	142	10	solution	solution	NOUN
iassist-967	142	11	.	.	PUNCT
iassist-967	143	1	again	again	ADV
iassist-967	143	2	,	,	PUNCT
iassist-967	143	3	where	where	SCONJ
iassist-967	143	4	applicable	applicable	ADJ
iassist-967	143	5	,	,	PUNCT
iassist-967	143	6	we	we	PRON
iassist-967	143	7	append	append	VERB
iassist-967	143	8	other	other	ADJ
iassist-967	143	9	terms	term	NOUN
iassist-967	143	10	to	to	ADP
iassist-967	143	11	these	these	DET
iassist-967	143	12	definitions	definition	NOUN
iassist-967	143	13	that	that	PRON
iassist-967	143	14	are	be	AUX
iassist-967	143	15	related	relate	VERB
iassist-967	143	16	to	to	ADP
iassist-967	143	17	those	those	PRON
iassist-967	143	18	we	we	PRON
iassist-967	143	19	highlight	highlight	VERB
iassist-967	143	20	here	here	ADV
iassist-967	143	21	.	.	PUNCT
iassist-967	144	1	for	for	ADP
iassist-967	144	2	a	a	DET
iassist-967	144	3	full	full	ADJ
iassist-967	144	4	list	list	NOUN
iassist-967	144	5	of	of	ADP
iassist-967	144	6	the	the	DET
iassist-967	144	7	selected	select	VERB
iassist-967	144	8	solutions	solution	NOUN
iassist-967	144	9	and	and	CCONJ
iassist-967	144	10	their	their	PRON
iassist-967	144	11	definitions	definition	NOUN
iassist-967	144	12	,	,	PUNCT
iassist-967	144	13	review	review	VERB
iassist-967	144	14	the	the	DET
iassist-967	144	15	related	relate	VERB
iassist-967	144	16	data	datum	NOUN
iassist-967	144	17	file	file	NOUN
iassist-967	144	18	available	available	ADJ
iassist-967	144	19	at	at	ADP
iassist-967	144	20	https://doi.org/10.18434/m32150	https://doi.org/10.18434/m32150	PROPN
iassist-967	144	21	.	.	PUNCT
iassist-967	145	1	experimental	experimental	ADJ
iassist-967	145	2	design	design	NOUN
iassist-967	145	3	experimental	experimental	ADJ
iassist-967	145	4	design	design	NOUN
iassist-967	145	5	aims	aim	VERB
iassist-967	145	6	to	to	PART
iassist-967	145	7	describe	describe	VERB
iassist-967	145	8	or	or	CCONJ
iassist-967	145	9	explain	explain	VERB
iassist-967	145	10	the	the	DET
iassist-967	145	11	variation	variation	NOUN
iassist-967	145	12	of	of	ADP
iassist-967	145	13	information	information	NOUN
iassist-967	145	14	under	under	ADP
iassist-967	145	15	conditions	condition	NOUN
iassist-967	145	16	that	that	PRON
iassist-967	145	17	are	be	AUX
iassist-967	145	18	hypothesized	hypothesize	VERB
iassist-967	145	19	to	to	PART
iassist-967	145	20	reflect	reflect	VERB
iassist-967	145	21	the	the	DET
iassist-967	145	22	variation	variation	NOUN
iassist-967	145	23	,	,	PUNCT
iassist-967	145	24	and	and	CCONJ
iassist-967	145	25	use	use	VERB
iassist-967	145	26	this	this	DET
iassist-967	145	27	knowledge	knowledge	NOUN
iassist-967	145	28	to	to	PART
iassist-967	145	29	collect	collect	VERB
iassist-967	145	30	more	more	ADV
iassist-967	145	31	accurate	accurate	ADJ
iassist-967	145	32	data	datum	NOUN
iassist-967	145	33	(	(	PUNCT
iassist-967	145	34	acevesbueno	acevesbueno	VERB
iassist-967	145	35	et	et	PROPN
iassist-967	145	36	al	al	PROPN
iassist-967	145	37	.	.	PROPN
iassist-967	145	38	,	,	PUNCT
iassist-967	145	39	2017	2017	NUM
iassist-967	145	40	)	)	PUNCT
iassist-967	145	41	.	.	PUNCT
iassist-967	146	1	a	a	DET
iassist-967	146	2	framework	framework	NOUN
iassist-967	146	3	for	for	ADP
iassist-967	146	4	a	a	DET
iassist-967	146	5	systematic	systematic	ADJ
iassist-967	146	6	process	process	NOUN
iassist-967	146	7	to	to	PART
iassist-967	146	8	guide	guide	VERB
iassist-967	146	9	researchers	researcher	NOUN
iassist-967	146	10	and	and	CCONJ
iassist-967	146	11	reviewers	reviewer	NOUN
iassist-967	146	12	in	in	ADP
iassist-967	146	13	assessing	assess	VERB
iassist-967	146	14	,	,	PUNCT
iassist-967	146	15	documenting	documenting	NOUN
iassist-967	146	16	,	,	PUNCT
iassist-967	146	17	and	and	CCONJ
iassist-967	146	18	mitigating	mitigate	VERB
iassist-967	146	19	the	the	DET
iassist-967	146	20	sources	source	NOUN
iassist-967	146	21	of	of	ADP
iassist-967	146	22	uncertainty	uncertainty	NOUN
iassist-967	146	23	in	in	ADP
iassist-967	146	24	a	a	DET
iassist-967	146	25	study	study	NOUN
iassist-967	146	26	enhance	enhance	NOUN
iassist-967	146	27	comparability	comparability	NOUN
iassist-967	146	28	and	and	CCONJ
iassist-967	146	29	reproducibility	reproducibility	NOUN
iassist-967	146	30	(	(	PUNCT
iassist-967	146	31	plant	plant	NOUN
iassist-967	146	32	et	et	NOUN
iassist-967	146	33	al	al	PROPN
iassist-967	146	34	.	.	PROPN
iassist-967	146	35	,	,	PUNCT
iassist-967	146	36	2018	2018	NUM
iassist-967	146	37	)	)	PUNCT
iassist-967	146	38	.	.	PUNCT
iassist-967	147	1	experimental	experimental	ADJ
iassist-967	147	2	design	design	NOUN
iassist-967	147	3	features	feature	NOUN
iassist-967	147	4	should	should	AUX
iassist-967	147	5	enhance	enhance	VERB
iassist-967	147	6	,	,	PUNCT
iassist-967	147	7	or	or	CCONJ
iassist-967	147	8	facilitate	facilitate	NOUN
iassist-967	147	9	inference	inference	NOUN
iassist-967	147	10	about	about	ADP
iassist-967	147	11	,	,	PUNCT
iassist-967	147	12	the	the	DET
iassist-967	147	13	reproducibility	reproducibility	NOUN
iassist-967	147	14	and	and	CCONJ
iassist-967	147	15	generalizability	generalizability	NOUN
iassist-967	147	16	of	of	ADP
iassist-967	147	17	the	the	DET
iassist-967	147	18	expected	expect	VERB
iassist-967	147	19	results	result	NOUN
iassist-967	147	20	(	(	PUNCT
iassist-967	147	21	würbel	würbel	NOUN
iassist-967	147	22	,	,	PUNCT
iassist-967	147	23	2017	2017	NUM
iassist-967	147	24	)	)	PUNCT
iassist-967	147	25	.	.	PUNCT
iassist-967	148	1	[	[	X
iassist-967	148	2	related	related	ADJ
iassist-967	148	3	terms	term	NOUN
iassist-967	148	4	:	:	PUNCT
iassist-967	148	5	pre	pre	ADJ
iassist-967	148	6	-	-	NOUN
iassist-967	148	7	registration	registration	NOUN
iassist-967	148	8	of	of	ADP
iassist-967	148	9	results	result	NOUN
iassist-967	148	10	;	;	PUNCT
iassist-967	148	11	case	case	NOUN
iassist-967	148	12	study	study	NOUN
iassist-967	148	13	]	]	PUNCT
iassist-967	148	14	transparency	transparency	NOUN
iassist-967	148	15	simply	simply	ADV
iassist-967	148	16	put	put	VERB
iassist-967	148	17	,	,	PUNCT
iassist-967	148	18	transparency	transparency	NOUN
iassist-967	148	19	means	mean	VERB
iassist-967	148	20	‘	'	PUNCT
iassist-967	148	21	provable	provable	ADJ
iassist-967	148	22	to	to	ADP
iassist-967	148	23	the	the	DET
iassist-967	148	24	outside	outside	NOUN
iassist-967	148	25	’	'	PUNCT
iassist-967	148	26	(	(	PUNCT
iassist-967	148	27	bartling	bartling	NOUN
iassist-967	148	28	and	and	CCONJ
iassist-967	148	29	fecher	fecher	ADJ
iassist-967	148	30	,	,	PUNCT
iassist-967	148	31	2015	2015	NUM
iassist-967	148	32	)	)	PUNCT
iassist-967	148	33	.	.	PUNCT
iassist-967	149	1	transparency	transparency	NOUN
iassist-967	149	2	is	be	AUX
iassist-967	149	3	the	the	DET
iassist-967	149	4	basis	basis	NOUN
iassist-967	149	5	of	of	ADP
iassist-967	149	6	open	open	ADJ
iassist-967	149	7	science	science	NOUN
iassist-967	149	8	,	,	PUNCT
iassist-967	149	9	which	which	PRON
iassist-967	149	10	refers	refer	VERB
iassist-967	149	11	to	to	ADP
iassist-967	149	12	the	the	DET
iassist-967	149	13	process	process	NOUN
iassist-967	149	14	of	of	ADP
iassist-967	149	15	making	make	VERB
iassist-967	149	16	the	the	DET
iassist-967	149	17	content	content	NOUN
iassist-967	149	18	and	and	CCONJ
iassist-967	149	19	process	process	NOUN
iassist-967	149	20	of	of	ADP
iassist-967	149	21	producing	produce	VERB
iassist-967	149	22	evidence	evidence	NOUN
iassist-967	149	23	and	and	CCONJ
iassist-967	149	24	claims	claim	VERB
iassist-967	149	25	clear	clear	ADJ
iassist-967	149	26	and	and	CCONJ
iassist-967	149	27	accessible	accessible	ADJ
iassist-967	149	28	to	to	ADP
iassist-967	149	29	others	other	NOUN
iassist-967	149	30	.	.	PUNCT
iassist-967	150	1	transparency	transparency	NOUN
iassist-967	150	2	is	be	AUX
iassist-967	150	3	a	a	DET
iassist-967	150	4	scientific	scientific	ADJ
iassist-967	150	5	ideal	ideal	NOUN
iassist-967	150	6	,	,	PUNCT
iassist-967	150	7	and	and	CCONJ
iassist-967	150	8	adding	add	VERB
iassist-967	150	9	‘	'	PUNCT
iassist-967	150	10	open	open	ADJ
iassist-967	150	11	’	'	PUNCT
iassist-967	150	12	should	should	AUX
iassist-967	150	13	therefore	therefore	ADV
iassist-967	150	14	be	be	AUX
iassist-967	150	15	redundant	redundant	ADJ
iassist-967	150	16	(	(	PUNCT
iassist-967	150	17	munafò	munafò	VERB
iassist-967	150	18	et	et	PROPN
iassist-967	150	19	al	al	PROPN
iassist-967	150	20	.	.	PROPN
iassist-967	150	21	,	,	PUNCT
iassist-967	150	22	2017	2017	NUM
iassist-967	150	23	)	)	PUNCT
iassist-967	150	24	.	.	PUNCT
iassist-967	151	1	[	[	X
iassist-967	151	2	related	related	ADJ
iassist-967	151	3	terms	term	NOUN
iassist-967	151	4	:	:	PUNCT
iassist-967	151	5	open	open	ADJ
iassist-967	151	6	review	review	NOUN
iassist-967	151	7	;	;	PUNCT
iassist-967	151	8	open	open	ADJ
iassist-967	151	9	science	science	NOUN
iassist-967	151	10	;	;	PUNCT
iassist-967	151	11	data	datum	NOUN
iassist-967	151	12	sharing	sharing	NOUN
iassist-967	151	13	;	;	PUNCT
iassist-967	151	14	code	code	NOUN
iassist-967	151	15	sharing	sharing	NOUN
iassist-967	151	16	;	;	PUNCT
iassist-967	151	17	methods	method	NOUN
iassist-967	151	18	sharing	sharing	NOUN
iassist-967	151	19	;	;	PUNCT
iassist-967	151	20	trust	trust	NOUN
iassist-967	151	21	(	(	PUNCT
iassist-967	151	22	issue	issue	NOUN
iassist-967	151	23	)	)	PUNCT
iassist-967	151	24	]	]	PUNCT
iassist-967	152	1	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	152	2	https://doi.org/10.18434/m32150	https://doi.org/10.18434/m32150	PROPN
iassist-967	152	3	11/26	11/26	NUM
iassist-967	152	4	antognoli	antognoli	NOUN
iassist-967	152	5	,	,	PUNCT
iassist-967	152	6	erin	erin	NOUN
iassist-967	152	7	;	;	PUNCT
iassist-967	152	8	avila	avila	PROPN
iassist-967	152	9	,	,	PUNCT
iassist-967	152	10	regina	regina	PROPN
iassist-967	152	11	;	;	PUNCT
iassist-967	152	12	sears	sears	PROPN
iassist-967	152	13	,	,	PUNCT
iassist-967	152	14	jonathan	jonathan	PROPN
iassist-967	152	15	;	;	PUNCT
iassist-967	152	16	christiansen	christiansen	PROPN
iassist-967	152	17	,	,	PUNCT
iassist-967	152	18	leighton	leighton	PROPN
iassist-967	152	19	;	;	PUNCT
iassist-967	152	20	tieman	tieman	NOUN
iassist-967	152	21	,	,	PUNCT
iassist-967	152	22	jessica	jessica	PROPN
iassist-967	152	23	;	;	PUNCT
iassist-967	152	24	hart	hart	PROPN
iassist-967	152	25	,	,	PUNCT
iassist-967	152	26	jacquelyn	jacquelyn	PROPN
iassist-967	152	27	(	(	PUNCT
iassist-967	152	28	2020	2020	NUM
iassist-967	152	29	)	)	PUNCT
iassist-967	152	30	reproducibility	reproducibility	NOUN
iassist-967	152	31	literature	literature	NOUN
iassist-967	152	32	analysis	analysis	NOUN
iassist-967	152	33	a	a	DET
iassist-967	152	34	federal	federal	ADJ
iassist-967	152	35	information	information	NOUN
iassist-967	152	36	professional	professional	PROPN
iassist-967	152	37	perspective	perspective	NOUN
iassist-967	152	38	,	,	PUNCT
iassist-967	152	39	iassist	iassist	VERB
iassist-967	152	40	quarterly	quarterly	ADJ
iassist-967	152	41	44(1	44(1	PROPN
iassist-967	152	42	-	-	PUNCT
iassist-967	152	43	2	2	NUM
iassist-967	152	44	)	)	PUNCT
iassist-967	152	45	,	,	PUNCT
iassist-967	152	46	pp	pp	ADJ
iassist-967	152	47	.	.	PUNCT
iassist-967	153	1	1	1	NUM
iassist-967	153	2	-	-	SYM
iassist-967	153	3	26	26	NUM
iassist-967	153	4	.	.	PUNCT
iassist-967	154	1	doi	doi	NOUN
iassist-967	154	2	:	:	PUNCT
iassist-967	154	3	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	154	4	data	datum	NOUN
iassist-967	154	5	sharing	sharing	NOUN
iassist-967	154	6	,	,	PUNCT
iassist-967	154	7	code	code	NOUN
iassist-967	154	8	sharing	sharing	NOUN
iassist-967	154	9	studies	study	NOUN
iassist-967	154	10	and	and	CCONJ
iassist-967	154	11	research	research	NOUN
iassist-967	154	12	that	that	PRON
iassist-967	154	13	implement	implement	VERB
iassist-967	154	14	data	datum	NOUN
iassist-967	154	15	sharing	share	VERB
iassist-967	154	16	support	support	NOUN
iassist-967	154	17	verification	verification	NOUN
iassist-967	154	18	of	of	ADP
iassist-967	154	19	research	research	NOUN
iassist-967	154	20	and	and	CCONJ
iassist-967	154	21	conduct	conduct	VERB
iassist-967	154	22	alternative	alternative	ADJ
iassist-967	154	23	analysis	analysis	NOUN
iassist-967	154	24	.	.	PUNCT
iassist-967	155	1	sharing	share	VERB
iassist-967	155	2	data	datum	NOUN
iassist-967	155	3	in	in	ADP
iassist-967	155	4	public	public	ADJ
iassist-967	155	5	repositories	repository	NOUN
iassist-967	155	6	offers	offer	VERB
iassist-967	155	7	field	field	NOUN
iassist-967	155	8	-	-	PUNCT
iassist-967	155	9	wide	wide	ADJ
iassist-967	155	10	advantages	advantage	NOUN
iassist-967	155	11	in	in	ADP
iassist-967	155	12	terms	term	NOUN
iassist-967	155	13	of	of	ADP
iassist-967	155	14	accountability	accountability	NOUN
iassist-967	155	15	,	,	PUNCT
iassist-967	155	16	data	datum	NOUN
iassist-967	155	17	longevity	longevity	NOUN
iassist-967	155	18	,	,	PUNCT
iassist-967	155	19	efficiency	efficiency	NOUN
iassist-967	155	20	and	and	CCONJ
iassist-967	155	21	quality	quality	NOUN
iassist-967	155	22	(	(	PUNCT
iassist-967	155	23	peng	peng	PROPN
iassist-967	155	24	,	,	PUNCT
iassist-967	155	25	dominici	dominici	PROPN
iassist-967	155	26	and	and	CCONJ
iassist-967	155	27	zeger	zeger	NOUN
iassist-967	155	28	,	,	PUNCT
iassist-967	155	29	2006	2006	NUM
iassist-967	155	30	)	)	PUNCT
iassist-967	155	31	.	.	PUNCT
iassist-967	156	1	likewise	likewise	ADV
iassist-967	156	2	,	,	PUNCT
iassist-967	156	3	code	code	NOUN
iassist-967	156	4	sharing	sharing	NOUN
iassist-967	156	5	provides	provide	VERB
iassist-967	156	6	discovery	discovery	NOUN
iassist-967	156	7	and	and	CCONJ
iassist-967	156	8	access	access	NOUN
iassist-967	156	9	to	to	ADP
iassist-967	156	10	the	the	DET
iassist-967	156	11	details	detail	NOUN
iassist-967	156	12	of	of	ADP
iassist-967	156	13	computational	computational	ADJ
iassist-967	156	14	analysis	analysis	NOUN
iassist-967	156	15	including	include	VERB
iassist-967	156	16	programming	programming	NOUN
iassist-967	156	17	code	code	NOUN
iassist-967	156	18	and	and	CCONJ
iassist-967	156	19	data	datum	NOUN
iassist-967	156	20	(	(	PUNCT
iassist-967	156	21	gezelter	gezelter	ADJ
iassist-967	156	22	,	,	PUNCT
iassist-967	156	23	2015	2015	NUM
iassist-967	156	24	)	)	PUNCT
iassist-967	156	25	.	.	PUNCT
iassist-967	157	1	these	these	DET
iassist-967	157	2	terms	term	NOUN
iassist-967	157	3	appear	appear	VERB
iassist-967	157	4	as	as	ADP
iassist-967	157	5	both	both	DET
iassist-967	157	6	issues	issue	NOUN
iassist-967	157	7	and	and	CCONJ
iassist-967	157	8	solutions	solution	NOUN
iassist-967	157	9	,	,	PUNCT
iassist-967	157	10	since	since	SCONJ
iassist-967	157	11	lack	lack	NOUN
iassist-967	157	12	of	of	ADP
iassist-967	157	13	sharing	sharing	NOUN
iassist-967	157	14	creates	create	VERB
iassist-967	157	15	reproducibility	reproducibility	NOUN
iassist-967	157	16	issues	issue	NOUN
iassist-967	157	17	.	.	PUNCT
iassist-967	158	1	[	[	X
iassist-967	158	2	related	related	ADJ
iassist-967	158	3	terms	term	NOUN
iassist-967	158	4	:	:	PUNCT
iassist-967	158	5	data	data	PROPN
iassist-967	158	6	discovery	discovery	PROPN
iassist-967	158	7	index	index	NOUN
iassist-967	158	8	;	;	PUNCT
iassist-967	158	9	methods	method	NOUN
iassist-967	158	10	sharing	sharing	NOUN
iassist-967	158	11	;	;	PUNCT
iassist-967	158	12	open	open	ADJ
iassist-967	158	13	science	science	NOUN
iassist-967	158	14	;	;	PUNCT
iassist-967	158	15	transparency	transparency	NOUN
iassist-967	158	16	]	]	PUNCT
iassist-967	159	1	replication	replication	NOUN
iassist-967	159	2	studies	study	NOUN
iassist-967	159	3	somewhat	somewhat	ADV
iassist-967	159	4	related	relate	VERB
iassist-967	159	5	to	to	ADP
iassist-967	159	6	experimental	experimental	ADJ
iassist-967	159	7	design	design	NOUN
iassist-967	159	8	,	,	PUNCT
iassist-967	159	9	replication	replication	NOUN
iassist-967	159	10	is	be	AUX
iassist-967	159	11	a	a	DET
iassist-967	159	12	term	term	NOUN
iassist-967	159	13	referring	refer	VERB
iassist-967	159	14	to	to	ADP
iassist-967	159	15	the	the	DET
iassist-967	159	16	repetition	repetition	NOUN
iassist-967	159	17	of	of	ADP
iassist-967	159	18	a	a	DET
iassist-967	159	19	research	research	NOUN
iassist-967	159	20	study	study	NOUN
iassist-967	159	21	,	,	PUNCT
iassist-967	159	22	generally	generally	ADV
iassist-967	159	23	with	with	ADP
iassist-967	159	24	different	different	ADJ
iassist-967	159	25	situations	situation	NOUN
iassist-967	159	26	and	and	CCONJ
iassist-967	159	27	different	different	ADJ
iassist-967	159	28	subjects	subject	NOUN
iassist-967	159	29	,	,	PUNCT
iassist-967	159	30	to	to	PART
iassist-967	159	31	determine	determine	VERB
iassist-967	159	32	if	if	SCONJ
iassist-967	159	33	the	the	DET
iassist-967	159	34	basic	basic	ADJ
iassist-967	159	35	findings	finding	NOUN
iassist-967	159	36	of	of	ADP
iassist-967	159	37	the	the	DET
iassist-967	159	38	original	original	ADJ
iassist-967	159	39	study	study	NOUN
iassist-967	159	40	can	can	AUX
iassist-967	159	41	be	be	AUX
iassist-967	159	42	applied	apply	VERB
iassist-967	159	43	to	to	ADP
iassist-967	159	44	other	other	ADJ
iassist-967	159	45	participants	participant	NOUN
iassist-967	159	46	and	and	CCONJ
iassist-967	159	47	circumstances	circumstance	NOUN
iassist-967	159	48	(	(	PUNCT
iassist-967	159	49	gezelter	gezelter	ADJ
iassist-967	159	50	,	,	PUNCT
iassist-967	159	51	2015	2015	NUM
iassist-967	159	52	)	)	PUNCT
iassist-967	159	53	.	.	PUNCT
iassist-967	160	1	replication	replication	NOUN
iassist-967	160	2	studies	study	NOUN
iassist-967	160	3	also	also	ADV
iassist-967	160	4	help	help	AUX
iassist-967	160	5	identify	identify	VERB
iassist-967	160	6	potential	potential	ADJ
iassist-967	160	7	biases	bias	NOUN
iassist-967	160	8	in	in	ADP
iassist-967	160	9	the	the	DET
iassist-967	160	10	original	original	ADJ
iassist-967	160	11	study	study	NOUN
iassist-967	160	12	and	and	CCONJ
iassist-967	160	13	serve	serve	VERB
iassist-967	160	14	as	as	ADP
iassist-967	160	15	a	a	DET
iassist-967	160	16	basis	basis	NOUN
iassist-967	160	17	for	for	ADP
iassist-967	160	18	confirming	confirm	VERB
iassist-967	160	19	or	or	CCONJ
iassist-967	160	20	disconfirming	disconfirme	VERB
iassist-967	160	21	prior	prior	ADJ
iassist-967	160	22	findings	finding	NOUN
iassist-967	160	23	(	(	PUNCT
iassist-967	160	24	spector	spector	PROPN
iassist-967	160	25	,	,	PUNCT
iassist-967	160	26	johnson	johnson	PROPN
iassist-967	160	27	and	and	CCONJ
iassist-967	160	28	young	young	ADJ
iassist-967	160	29	,	,	PUNCT
iassist-967	160	30	2014	2014	NUM
iassist-967	160	31	)	)	PUNCT
iassist-967	160	32	(	(	PUNCT
iassist-967	160	33	camerer	camerer	X
iassist-967	160	34	et	et	PROPN
iassist-967	160	35	al	al	PROPN
iassist-967	160	36	.	.	PROPN
iassist-967	160	37	,	,	PUNCT
iassist-967	160	38	2016	2016	NUM
iassist-967	160	39	)	)	PUNCT
iassist-967	160	40	.	.	PUNCT
iassist-967	161	1	[	[	X
iassist-967	161	2	related	related	ADJ
iassist-967	161	3	terms	term	NOUN
iassist-967	161	4	:	:	PUNCT
iassist-967	161	5	collaborative	collaborative	ADJ
iassist-967	161	6	replication	replication	NOUN
iassist-967	161	7	;	;	PUNCT
iassist-967	161	8	replication	replication	NOUN
iassist-967	161	9	files	file	NOUN
iassist-967	161	10	;	;	PUNCT
iassist-967	161	11	reproducible	reproducible	VERB
iassist-967	161	12	research	research	NOUN
iassist-967	161	13	standard	standard	NOUN
iassist-967	161	14	(	(	PUNCT
iassist-967	161	15	rrs	rrs	NOUN
iassist-967	161	16	)	)	PUNCT
iassist-967	161	17	;	;	PUNCT
iassist-967	161	18	bias	bias	NOUN
iassist-967	161	19	(	(	PUNCT
iassist-967	161	20	issue	issue	NOUN
iassist-967	161	21	)	)	PUNCT
iassist-967	161	22	]	]	PUNCT
iassist-967	161	23	publication	publication	NOUN
iassist-967	161	24	policy	policy	NOUN
iassist-967	161	25	journals	journal	NOUN
iassist-967	161	26	have	have	VERB
iassist-967	161	27	power	power	NOUN
iassist-967	161	28	to	to	PART
iassist-967	161	29	enforce	enforce	VERB
iassist-967	161	30	transparency	transparency	NOUN
iassist-967	161	31	and	and	CCONJ
iassist-967	161	32	reproducibility	reproducibility	NOUN
iassist-967	161	33	through	through	ADP
iassist-967	161	34	their	their	PRON
iassist-967	161	35	review	review	NOUN
iassist-967	161	36	and	and	CCONJ
iassist-967	161	37	publication	publication	NOUN
iassist-967	161	38	policies	policy	NOUN
iassist-967	161	39	.	.	PUNCT
iassist-967	162	1	this	this	PRON
iassist-967	162	2	could	could	AUX
iassist-967	162	3	help	help	VERB
iassist-967	162	4	establish	establish	VERB
iassist-967	162	5	and	and	CCONJ
iassist-967	162	6	enforce	enforce	VERB
iassist-967	162	7	best	good	ADJ
iassist-967	162	8	practices	practice	NOUN
iassist-967	162	9	.	.	PUNCT
iassist-967	163	1	for	for	ADP
iassist-967	163	2	instance	instance	NOUN
iassist-967	163	3	,	,	PUNCT
iassist-967	163	4	journals	journal	NOUN
iassist-967	163	5	could	could	AUX
iassist-967	163	6	require	require	VERB
iassist-967	163	7	authors	author	NOUN
iassist-967	163	8	to	to	PART
iassist-967	163	9	register	register	VERB
iassist-967	163	10	reports	report	NOUN
iassist-967	163	11	in	in	ADP
iassist-967	163	12	advance	advance	NOUN
iassist-967	163	13	so	so	SCONJ
iassist-967	163	14	that	that	SCONJ
iassist-967	163	15	the	the	DET
iassist-967	163	16	study	study	NOUN
iassist-967	163	17	protocol	protocol	NOUN
iassist-967	163	18	and	and	CCONJ
iassist-967	163	19	analysis	analysis	NOUN
iassist-967	163	20	plan	plan	NOUN
iassist-967	163	21	is	be	AUX
iassist-967	163	22	locked	lock	VERB
iassist-967	163	23	in	in	ADP
iassist-967	163	24	place	place	NOUN
iassist-967	163	25	before	before	SCONJ
iassist-967	163	26	data	data	NOUN
iassist-967	163	27	collection	collection	NOUN
iassist-967	163	28	even	even	ADV
iassist-967	163	29	begins	begin	VERB
iassist-967	163	30	,	,	PUNCT
iassist-967	163	31	and	and	CCONJ
iassist-967	163	32	scientists	scientist	NOUN
iassist-967	163	33	should	should	AUX
iassist-967	163	34	be	be	AUX
iassist-967	163	35	encouraged	encourage	VERB
iassist-967	163	36	to	to	PART
iassist-967	163	37	store	store	VERB
iassist-967	163	38	methods	method	NOUN
iassist-967	163	39	,	,	PUNCT
iassist-967	163	40	data	datum	NOUN
iassist-967	163	41	,	,	PUNCT
iassist-967	163	42	and	and	CCONJ
iassist-967	163	43	code	code	NOUN
iassist-967	163	44	in	in	ADP
iassist-967	163	45	repositories	repository	NOUN
iassist-967	163	46	to	to	PART
iassist-967	163	47	help	help	VERB
iassist-967	163	48	other	other	ADJ
iassist-967	163	49	groups	group	NOUN
iassist-967	163	50	reproduce	reproduce	VERB
iassist-967	163	51	experiments	experiment	NOUN
iassist-967	163	52	.	.	PUNCT
iassist-967	164	1	one	one	NUM
iassist-967	164	2	source	source	NOUN
iassist-967	164	3	suggested	suggest	VERB
iassist-967	164	4	5	5	NUM
iassist-967	164	5	to	to	PART
iassist-967	164	6	10	10	NUM
iassist-967	164	7	percent	percent	NOUN
iassist-967	164	8	of	of	ADP
iassist-967	164	9	research	research	NOUN
iassist-967	164	10	funding	funding	NOUN
iassist-967	164	11	should	should	AUX
iassist-967	164	12	be	be	AUX
iassist-967	164	13	spent	spend	VERB
iassist-967	164	14	on	on	ADP
iassist-967	164	15	replication	replication	NOUN
iassist-967	164	16	studies	study	NOUN
iassist-967	164	17	,	,	PUNCT
iassist-967	164	18	and	and	CCONJ
iassist-967	164	19	journals	journal	NOUN
iassist-967	164	20	should	should	AUX
iassist-967	164	21	devote	devote	VERB
iassist-967	164	22	more	more	ADJ
iassist-967	164	23	space	space	NOUN
iassist-967	164	24	to	to	PART
iassist-967	164	25	replication	replication	VERB
iassist-967	164	26	studies	study	NOUN
iassist-967	164	27	and	and	CCONJ
iassist-967	164	28	null	null	ADJ
iassist-967	164	29	results	result	NOUN
iassist-967	164	30	(	(	PUNCT
iassist-967	164	31	mcnutt	mcnutt	PROPN
iassist-967	164	32	,	,	PUNCT
iassist-967	164	33	2014	2014	NUM
iassist-967	164	34	)	)	PUNCT
iassist-967	164	35	(	(	PUNCT
iassist-967	164	36	begley	begley	NOUN
iassist-967	164	37	and	and	CCONJ
iassist-967	164	38	ioannidis	ioannidi	NOUN
iassist-967	164	39	,	,	PUNCT
iassist-967	164	40	2015	2015	NUM
iassist-967	164	41	)	)	PUNCT
iassist-967	164	42	.	.	PUNCT
iassist-967	165	1	[	[	X
iassist-967	165	2	related	related	ADJ
iassist-967	165	3	terms	term	NOUN
iassist-967	165	4	:	:	PUNCT
iassist-967	165	5	data	datum	NOUN
iassist-967	165	6	citation	citation	NOUN
iassist-967	165	7	;	;	PUNCT
iassist-967	165	8	funding	funding	NOUN
iassist-967	165	9	agency	agency	NOUN
iassist-967	165	10	requirements	requirement	NOUN
iassist-967	165	11	;	;	PUNCT
iassist-967	165	12	incentives	incentive	NOUN
iassist-967	165	13	(	(	PUNCT
iassist-967	165	14	issue	issue	NOUN
iassist-967	165	15	)	)	PUNCT
iassist-967	165	16	;	;	PUNCT
iassist-967	165	17	open	open	ADJ
iassist-967	165	18	review	review	NOUN
iassist-967	165	19	;	;	PUNCT
iassist-967	165	20	public	public	ADJ
iassist-967	165	21	access	access	NOUN
iassist-967	165	22	;	;	PUNCT
iassist-967	165	23	publish	publish	VERB
iassist-967	165	24	or	or	CCONJ
iassist-967	165	25	perish	perish	ADJ
iassist-967	165	26	(	(	PUNCT
iassist-967	165	27	issue	issue	NOUN
iassist-967	165	28	)	)	PUNCT
iassist-967	165	29	]	]	PUNCT
iassist-967	165	30	standards	standard	NOUN
iassist-967	165	31	standards	standard	NOUN
iassist-967	165	32	comprise	comprise	VERB
iassist-967	165	33	the	the	DET
iassist-967	165	34	fundamental	fundamental	ADJ
iassist-967	165	35	reference	reference	NOUN
iassist-967	165	36	for	for	ADP
iassist-967	165	37	a	a	DET
iassist-967	165	38	system	system	NOUN
iassist-967	165	39	of	of	ADP
iassist-967	165	40	weights	weight	NOUN
iassist-967	165	41	and	and	CCONJ
iassist-967	165	42	measures	measure	NOUN
iassist-967	165	43	,	,	PUNCT
iassist-967	165	44	against	against	ADP
iassist-967	165	45	which	which	PRON
iassist-967	165	46	all	all	DET
iassist-967	165	47	other	other	ADJ
iassist-967	165	48	measuring	measure	VERB
iassist-967	165	49	devices	device	NOUN
iassist-967	165	50	are	be	AUX
iassist-967	165	51	compared	compare	VERB
iassist-967	165	52	.	.	PUNCT
iassist-967	166	1	standards	standard	NOUN
iassist-967	166	2	contribute	contribute	VERB
iassist-967	166	3	to	to	ADP
iassist-967	166	4	improved	improved	ADJ
iassist-967	166	5	research	research	NOUN
iassist-967	166	6	practices	practice	NOUN
iassist-967	166	7	and	and	CCONJ
iassist-967	166	8	promote	promote	VERB
iassist-967	166	9	positive	positive	ADJ
iassist-967	166	10	change	change	NOUN
iassist-967	166	11	(	(	PUNCT
iassist-967	166	12	capes	cape	NOUN
iassist-967	166	13	-	-	PUNCT
iassist-967	166	14	davis	davis	PROPN
iassist-967	166	15	and	and	CCONJ
iassist-967	166	16	neve	neve	PROPN
iassist-967	166	17	,	,	PUNCT
iassist-967	166	18	2016	2016	NUM
iassist-967	166	19	)	)	PUNCT
iassist-967	166	20	.	.	PUNCT
iassist-967	167	1	[	[	X
iassist-967	167	2	related	related	ADJ
iassist-967	167	3	terms	term	NOUN
iassist-967	167	4	:	:	PUNCT
iassist-967	167	5	best	good	ADJ
iassist-967	167	6	practices	practice	NOUN
iassist-967	167	7	;	;	PUNCT
iassist-967	167	8	metrological	metrological	ADJ
iassist-967	167	9	standards	standard	NOUN
iassist-967	167	10	;	;	PUNCT
iassist-967	167	11	reporting	report	VERB
iassist-967	167	12	guidelines	guideline	NOUN
iassist-967	167	13	;	;	PUNCT
iassist-967	167	14	reproducible	reproducible	VERB
iassist-967	167	15	research	research	NOUN
iassist-967	167	16	standard	standard	NOUN
iassist-967	167	17	(	(	PUNCT
iassist-967	167	18	rrs	rrs	NOUN
iassist-967	167	19	)	)	PUNCT
iassist-967	167	20	]	]	PUNCT
iassist-967	167	21	training	train	VERB
iassist-967	167	22	open	open	ADJ
iassist-967	167	23	science	science	NOUN
iassist-967	167	24	,	,	PUNCT
iassist-967	167	25	the	the	DET
iassist-967	167	26	movement	movement	NOUN
iassist-967	167	27	to	to	PART
iassist-967	167	28	make	make	VERB
iassist-967	167	29	scientific	scientific	ADJ
iassist-967	167	30	products	product	NOUN
iassist-967	167	31	and	and	CCONJ
iassist-967	167	32	processes	process	NOUN
iassist-967	167	33	accessible	accessible	ADJ
iassist-967	167	34	to	to	ADP
iassist-967	167	35	,	,	PUNCT
iassist-967	167	36	and	and	CCONJ
iassist-967	167	37	reusable	reusable	ADJ
iassist-967	167	38	by	by	ADP
iassist-967	167	39	all	all	PRON
iassist-967	167	40	,	,	PUNCT
iassist-967	167	41	relies	rely	VERB
iassist-967	167	42	on	on	ADP
iassist-967	167	43	culture	culture	NOUN
iassist-967	167	44	and	and	CCONJ
iassist-967	167	45	knowledge	knowledge	NOUN
iassist-967	167	46	as	as	ADV
iassist-967	167	47	much	much	ADV
iassist-967	167	48	as	as	SCONJ
iassist-967	167	49	it	it	PRON
iassist-967	167	50	does	do	AUX
iassist-967	167	51	on	on	ADP
iassist-967	167	52	technologies	technology	NOUN
iassist-967	167	53	and	and	CCONJ
iassist-967	167	54	services	service	NOUN
iassist-967	167	55	.	.	PUNCT
iassist-967	168	1	convincing	convince	VERB
iassist-967	168	2	researchers	researcher	NOUN
iassist-967	168	3	of	of	ADP
iassist-967	168	4	the	the	DET
iassist-967	168	5	benefits	benefit	NOUN
iassist-967	168	6	of	of	ADP
iassist-967	168	7	changing	change	VERB
iassist-967	168	8	their	their	PRON
iassist-967	168	9	practices	practice	NOUN
iassist-967	168	10	,	,	PUNCT
iassist-967	168	11	and	and	CCONJ
iassist-967	168	12	equipping	equip	VERB
iassist-967	168	13	them	they	PRON
iassist-967	168	14	with	with	ADP
iassist-967	168	15	the	the	DET
iassist-967	168	16	skills	skill	NOUN
iassist-967	168	17	and	and	CCONJ
iassist-967	168	18	knowledge	knowledge	NOUN
iassist-967	168	19	needed	need	VERB
iassist-967	168	20	to	to	PART
iassist-967	168	21	do	do	VERB
iassist-967	168	22	so	so	ADV
iassist-967	168	23	can	can	AUX
iassist-967	168	24	happen	happen	VERB
iassist-967	168	25	through	through	ADP
iassist-967	168	26	training	training	NOUN
iassist-967	168	27	and	and	CCONJ
iassist-967	168	28	education	education	NOUN
iassist-967	168	29	.	.	PUNCT
iassist-967	169	1	a	a	DET
iassist-967	169	2	recommendation	recommendation	NOUN
iassist-967	169	3	from	from	ADP
iassist-967	169	4	citizen	citizen	PROPN
iassist-967	169	5	science	science	NOUN
iassist-967	169	6	states	state	NOUN
iassist-967	169	7	that	that	SCONJ
iassist-967	169	8	“	"	PUNCT
iassist-967	169	9	training	training	NOUN
iassist-967	169	10	,	,	PUNCT
iassist-967	169	11	in	in	ADP
iassist-967	169	12	particular	particular	ADJ
iassist-967	169	13	,	,	PUNCT
iassist-967	169	14	has	have	AUX
iassist-967	169	15	been	be	AUX
iassist-967	169	16	shown	show	VERB
iassist-967	169	17	elsewhere	elsewhere	ADV
iassist-967	169	18	to	to	PART
iassist-967	169	19	enhance	enhance	VERB
iassist-967	169	20	accuracy	accuracy	NOUN
iassist-967	169	21	and	and	CCONJ
iassist-967	169	22	credibility	credibility	NOUN
iassist-967	169	23	(	(	PUNCT
iassist-967	169	24	freitag	freitag	NOUN
iassist-967	169	25	,	,	PUNCT
iassist-967	169	26	2016	2016	NUM
iassist-967	169	27	,	,	PUNCT
iassist-967	169	28	kosmala	kosmala	NOUN
iassist-967	169	29	,	,	PUNCT
iassist-967	169	30	2016	2016	NUM
iassist-967	169	31	)	)	PUNCT
iassist-967	169	32	.	.	PUNCT
iassist-967	170	1	[	[	X
iassist-967	170	2	related	related	ADJ
iassist-967	170	3	terms	term	NOUN
iassist-967	170	4	:	:	PUNCT
iassist-967	170	5	best	good	ADJ
iassist-967	170	6	practices	practice	NOUN
iassist-967	170	7	;	;	PUNCT
iassist-967	170	8	standards	standard	NOUN
iassist-967	170	9	;	;	PUNCT
iassist-967	170	10	trust	trust	NOUN
iassist-967	170	11	(	(	PUNCT
iassist-967	170	12	issue	issue	NOUN
iassist-967	170	13	)	)	PUNCT
iassist-967	170	14	]	]	PUNCT
iassist-967	171	1	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	171	2	https://esajournals.onlinelibrary.wiley.com/doi/full/10.1002/bes2.1336#bes21336-bib-0011	https://esajournals.onlinelibrary.wiley.com/doi/full/10.1002/bes2.1336#bes21336-bib-0011	CCONJ
iassist-967	171	3	https://esajournals.onlinelibrary.wiley.com/doi/full/10.1002/bes2.1336#bes21336-bib-0018	https://esajournals.onlinelibrary.wiley.com/doi/full/10.1002/bes2.1336#bes21336-bib-0018	ADV
iassist-967	171	4	12/26	12/26	NUM
iassist-967	171	5	antognoli	antognoli	NOUN
iassist-967	171	6	,	,	PUNCT
iassist-967	171	7	erin	erin	NOUN
iassist-967	171	8	;	;	PUNCT
iassist-967	171	9	avila	avila	PROPN
iassist-967	171	10	,	,	PUNCT
iassist-967	171	11	regina	regina	PROPN
iassist-967	171	12	;	;	PUNCT
iassist-967	171	13	sears	sears	PROPN
iassist-967	171	14	,	,	PUNCT
iassist-967	171	15	jonathan	jonathan	PROPN
iassist-967	171	16	;	;	PUNCT
iassist-967	171	17	christiansen	christiansen	PROPN
iassist-967	171	18	,	,	PUNCT
iassist-967	171	19	leighton	leighton	PROPN
iassist-967	171	20	;	;	PUNCT
iassist-967	171	21	tieman	tieman	NOUN
iassist-967	171	22	,	,	PUNCT
iassist-967	171	23	jessica	jessica	PROPN
iassist-967	171	24	;	;	PUNCT
iassist-967	171	25	hart	hart	PROPN
iassist-967	171	26	,	,	PUNCT
iassist-967	171	27	jacquelyn	jacquelyn	PROPN
iassist-967	171	28	(	(	PUNCT
iassist-967	171	29	2020	2020	NUM
iassist-967	171	30	)	)	PUNCT
iassist-967	171	31	reproducibility	reproducibility	NOUN
iassist-967	171	32	literature	literature	NOUN
iassist-967	171	33	analysis	analysis	NOUN
iassist-967	171	34	a	a	DET
iassist-967	171	35	federal	federal	ADJ
iassist-967	171	36	information	information	NOUN
iassist-967	171	37	professional	professional	PROPN
iassist-967	171	38	perspective	perspective	NOUN
iassist-967	171	39	,	,	PUNCT
iassist-967	171	40	iassist	iassist	VERB
iassist-967	171	41	quarterly	quarterly	ADJ
iassist-967	171	42	44(1	44(1	PROPN
iassist-967	171	43	-	-	PUNCT
iassist-967	171	44	2	2	NUM
iassist-967	171	45	)	)	PUNCT
iassist-967	171	46	,	,	PUNCT
iassist-967	171	47	pp	pp	ADJ
iassist-967	171	48	.	.	PUNCT
iassist-967	172	1	1	1	NUM
iassist-967	172	2	-	-	SYM
iassist-967	172	3	26	26	NUM
iassist-967	172	4	.	.	PUNCT
iassist-967	173	1	doi	doi	NOUN
iassist-967	173	2	:	:	PUNCT
iassist-967	173	3	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	173	4	quality	quality	NOUN
iassist-967	173	5	assurance	assurance	NOUN
iassist-967	173	6	quality	quality	NOUN
iassist-967	173	7	is	be	AUX
iassist-967	173	8	an	an	DET
iassist-967	173	9	encompassing	encompass	VERB
iassist-967	173	10	term	term	NOUN
iassist-967	173	11	comprising	comprise	VERB
iassist-967	173	12	utility	utility	NOUN
iassist-967	173	13	,	,	PUNCT
iassist-967	173	14	objectivity	objectivity	NOUN
iassist-967	173	15	,	,	PUNCT
iassist-967	173	16	and	and	CCONJ
iassist-967	173	17	integrity	integrity	NOUN
iassist-967	173	18	(	(	PUNCT
iassist-967	173	19	national	national	PROPN
iassist-967	173	20	institute	institute	PROPN
iassist-967	173	21	of	of	ADP
iassist-967	173	22	standards	standard	NOUN
iassist-967	173	23	and	and	CCONJ
iassist-967	173	24	technology	technology	NOUN
iassist-967	173	25	,	,	PUNCT
iassist-967	173	26	2009	2009	NUM
iassist-967	173	27	)	)	PUNCT
iassist-967	173	28	.	.	PUNCT
iassist-967	174	1	whether	whether	SCONJ
iassist-967	174	2	in	in	ADP
iassist-967	174	3	a	a	DET
iassist-967	174	4	laboratory	laboratory	NOUN
iassist-967	174	5	setting	setting	NOUN
iassist-967	174	6	or	or	CCONJ
iassist-967	174	7	defining	define	VERB
iassist-967	174	8	a	a	DET
iassist-967	174	9	quality	quality	NOUN
iassist-967	174	10	system	system	NOUN
iassist-967	174	11	,	,	PUNCT
iassist-967	174	12	quality	quality	NOUN
iassist-967	174	13	assurance	assurance	NOUN
iassist-967	174	14	is	be	AUX
iassist-967	174	15	the	the	DET
iassist-967	174	16	“	"	PUNCT
iassist-967	174	17	system	system	NOUN
iassist-967	174	18	of	of	ADP
iassist-967	174	19	activities	activity	NOUN
iassist-967	174	20	whose	whose	DET
iassist-967	174	21	purpose	purpose	NOUN
iassist-967	174	22	is	be	AUX
iassist-967	174	23	to	to	PART
iassist-967	174	24	provide	provide	VERB
iassist-967	174	25	to	to	ADP
iassist-967	174	26	the	the	DET
iassist-967	174	27	producer	producer	NOUN
iassist-967	174	28	or	or	CCONJ
iassist-967	174	29	user	user	NOUN
iassist-967	174	30	of	of	ADP
iassist-967	174	31	a	a	DET
iassist-967	174	32	product	product	NOUN
iassist-967	174	33	or	or	CCONJ
iassist-967	174	34	a	a	DET
iassist-967	174	35	service	service	NOUN
iassist-967	174	36	the	the	DET
iassist-967	174	37	assurance	assurance	NOUN
iassist-967	174	38	that	that	PRON
iassist-967	174	39	it	it	PRON
iassist-967	174	40	meets	meet	VERB
iassist-967	174	41	defined	define	VERB
iassist-967	174	42	standards	standard	NOUN
iassist-967	174	43	of	of	ADP
iassist-967	174	44	quality	quality	NOUN
iassist-967	174	45	with	with	ADP
iassist-967	174	46	a	a	DET
iassist-967	174	47	stated	state	VERB
iassist-967	174	48	level	level	NOUN
iassist-967	174	49	of	of	ADP
iassist-967	174	50	confidence	confidence	NOUN
iassist-967	174	51	”	"	PUNCT
iassist-967	174	52	(	(	PUNCT
iassist-967	174	53	taylor	taylor	PROPN
iassist-967	174	54	,	,	PUNCT
iassist-967	174	55	1987	1987	NUM
iassist-967	174	56	)	)	PUNCT
iassist-967	174	57	.	.	PUNCT
iassist-967	175	1	implementing	implement	VERB
iassist-967	175	2	quality	quality	NOUN
iassist-967	175	3	assurance	assurance	NOUN
iassist-967	175	4	may	may	AUX
iassist-967	175	5	involve	involve	VERB
iassist-967	175	6	a	a	DET
iassist-967	175	7	variety	variety	NOUN
iassist-967	175	8	of	of	ADP
iassist-967	175	9	checks	check	NOUN
iassist-967	175	10	for	for	ADP
iassist-967	175	11	data	data	NOUN
iassist-967	175	12	completeness	completeness	NOUN
iassist-967	175	13	,	,	PUNCT
iassist-967	175	14	validity	validity	NOUN
iassist-967	175	15	,	,	PUNCT
iassist-967	175	16	consistency	consistency	NOUN
iassist-967	175	17	,	,	PUNCT
iassist-967	175	18	precision	precision	NOUN
iassist-967	175	19	,	,	PUNCT
iassist-967	175	20	and	and	CCONJ
iassist-967	175	21	accuracy	accuracy	NOUN
iassist-967	175	22	,	,	PUNCT
iassist-967	175	23	among	among	ADP
iassist-967	175	24	other	other	ADJ
iassist-967	175	25	aspects	aspect	NOUN
iassist-967	175	26	of	of	ADP
iassist-967	175	27	the	the	DET
iassist-967	175	28	data	datum	NOUN
iassist-967	175	29	(	(	PUNCT
iassist-967	175	30	wiggins	wiggins	PROPN
iassist-967	175	31	et	et	PROPN
iassist-967	175	32	al	al	PROPN
iassist-967	175	33	.	.	PROPN
iassist-967	175	34	,	,	PUNCT
iassist-967	175	35	2011	2011	NUM
iassist-967	175	36	)	)	PUNCT
iassist-967	175	37	.	.	PUNCT
iassist-967	176	1	research	research	NOUN
iassist-967	176	2	units	unit	NOUN
iassist-967	176	3	often	often	ADV
iassist-967	176	4	take	take	VERB
iassist-967	176	5	an	an	DET
iassist-967	176	6	ad	ad	NOUN
iassist-967	176	7	-	-	PUNCT
iassist-967	176	8	hoc	hoc	ADJ
iassist-967	176	9	approach	approach	NOUN
iassist-967	176	10	to	to	ADP
iassist-967	176	11	methods	method	NOUN
iassist-967	176	12	and	and	CCONJ
iassist-967	176	13	workflow	workflow	NOUN
iassist-967	176	14	,	,	PUNCT
iassist-967	176	15	but	but	CCONJ
iassist-967	176	16	standardizing	standardize	VERB
iassist-967	176	17	operations	operation	NOUN
iassist-967	176	18	and	and	CCONJ
iassist-967	176	19	following	follow	VERB
iassist-967	176	20	certified	certified	ADJ
iassist-967	176	21	protocols	protocol	NOUN
iassist-967	176	22	increases	increase	VERB
iassist-967	176	23	confidence	confidence	NOUN
iassist-967	176	24	in	in	ADP
iassist-967	176	25	research	research	NOUN
iassist-967	176	26	results	result	NOUN
iassist-967	176	27	(	(	PUNCT
iassist-967	176	28	baker	baker	NOUN
iassist-967	176	29	,	,	PUNCT
iassist-967	176	30	2016b	2016b	NUM
iassist-967	176	31	)	)	PUNCT
iassist-967	176	32	.	.	PUNCT
iassist-967	177	1	[	[	X
iassist-967	177	2	related	related	ADJ
iassist-967	177	3	terms	term	NOUN
iassist-967	177	4	:	:	PUNCT
iassist-967	177	5	standards	standard	NOUN
iassist-967	177	6	;	;	PUNCT
iassist-967	177	7	best	good	ADJ
iassist-967	177	8	practices	practice	NOUN
iassist-967	177	9	;	;	PUNCT
iassist-967	177	10	data	datum	NOUN
iassist-967	177	11	quality	quality	NOUN
iassist-967	177	12	(	(	PUNCT
iassist-967	177	13	issue	issue	NOUN
iassist-967	177	14	)	)	PUNCT
iassist-967	177	15	;	;	PUNCT
iassist-967	177	16	trust	trust	NOUN
iassist-967	177	17	(	(	PUNCT
iassist-967	177	18	issue	issue	NOUN
iassist-967	177	19	)	)	PUNCT
iassist-967	177	20	;	;	PUNCT
iassist-967	177	21	validation	validation	NOUN
iassist-967	177	22	(	(	PUNCT
iassist-967	177	23	issue	issue	NOUN
iassist-967	177	24	)	)	PUNCT
iassist-967	177	25	]	]	PUNCT
iassist-967	177	26	incentives	incentive	VERB
iassist-967	177	27	rewards	reward	NOUN
iassist-967	177	28	for	for	ADP
iassist-967	177	29	publishing	publishing	NOUN
iassist-967	177	30	,	,	PUNCT
iassist-967	177	31	often	often	ADV
iassist-967	177	32	tied	tie	VERB
iassist-967	177	33	to	to	ADP
iassist-967	177	34	showcasing	showcase	VERB
iassist-967	177	35	certain	certain	ADJ
iassist-967	177	36	results	result	NOUN
iassist-967	177	37	,	,	PUNCT
iassist-967	177	38	comprise	comprise	VERB
iassist-967	177	39	the	the	DET
iassist-967	177	40	biggest	big	ADJ
iassist-967	177	41	challenge	challenge	NOUN
iassist-967	177	42	to	to	ADP
iassist-967	177	43	widespread	widespread	ADJ
iassist-967	177	44	adoption	adoption	NOUN
iassist-967	177	45	of	of	ADP
iassist-967	177	46	open	open	ADJ
iassist-967	177	47	data	datum	NOUN
iassist-967	177	48	.	.	PUNCT
iassist-967	178	1	conversely	conversely	ADV
iassist-967	178	2	,	,	PUNCT
iassist-967	178	3	well	well	ADV
iassist-967	178	4	-	-	PUNCT
iassist-967	178	5	conceived	conceive	VERB
iassist-967	178	6	incentives	incentive	NOUN
iassist-967	178	7	may	may	AUX
iassist-967	178	8	also	also	ADV
iassist-967	178	9	provide	provide	VERB
iassist-967	178	10	solutions	solution	NOUN
iassist-967	178	11	for	for	ADP
iassist-967	178	12	increased	increase	VERB
iassist-967	178	13	reproducibility	reproducibility	NOUN
iassist-967	178	14	.	.	PUNCT
iassist-967	179	1	if	if	SCONJ
iassist-967	179	2	journals	journal	NOUN
iassist-967	179	3	in	in	ADP
iassist-967	179	4	particular	particular	ADJ
iassist-967	179	5	regulate	regulate	NOUN
iassist-967	179	6	and	and	CCONJ
iassist-967	179	7	highlight	highlight	VERB
iassist-967	179	8	incentives	incentive	NOUN
iassist-967	179	9	for	for	ADP
iassist-967	179	10	research	research	NOUN
iassist-967	179	11	practices	practice	NOUN
iassist-967	179	12	promoting	promote	VERB
iassist-967	179	13	reproducibility	reproducibility	NOUN
iassist-967	179	14	,	,	PUNCT
iassist-967	179	15	researchers	researcher	NOUN
iassist-967	179	16	will	will	AUX
iassist-967	179	17	more	more	ADV
iassist-967	179	18	widely	widely	ADV
iassist-967	179	19	adopt	adopt	VERB
iassist-967	179	20	these	these	DET
iassist-967	179	21	positive	positive	ADJ
iassist-967	179	22	practices	practice	NOUN
iassist-967	179	23	(	(	PUNCT
iassist-967	179	24	gezelter	gezelter	ADJ
iassist-967	179	25	,	,	PUNCT
iassist-967	179	26	2015	2015	NUM
iassist-967	179	27	)	)	PUNCT
iassist-967	179	28	(	(	PUNCT
iassist-967	179	29	begley	begley	NOUN
iassist-967	179	30	and	and	CCONJ
iassist-967	179	31	ioannidis	ioannidi	NOUN
iassist-967	179	32	,	,	PUNCT
iassist-967	179	33	2015	2015	NUM
iassist-967	179	34	)	)	PUNCT
iassist-967	179	35	.	.	PUNCT
iassist-967	180	1	[	[	X
iassist-967	180	2	related	related	ADJ
iassist-967	180	3	terms	term	NOUN
iassist-967	180	4	:	:	PUNCT
iassist-967	180	5	funding	funding	NOUN
iassist-967	180	6	agency	agency	NOUN
iassist-967	180	7	requirements	requirement	NOUN
iassist-967	180	8	;	;	PUNCT
iassist-967	180	9	publication	publication	NOUN
iassist-967	180	10	policy	policy	NOUN
iassist-967	180	11	;	;	PUNCT
iassist-967	180	12	publish	publish	VERB
iassist-967	180	13	or	or	CCONJ
iassist-967	180	14	perish	perish	ADJ
iassist-967	180	15	(	(	PUNCT
iassist-967	180	16	issue	issue	NOUN
iassist-967	180	17	)	)	PUNCT
iassist-967	180	18	]	]	PUNCT
iassist-967	180	19	culture	culture	NOUN
iassist-967	180	20	shift	shift	VERB
iassist-967	180	21	an	an	DET
iassist-967	180	22	overarching	overarching	ADJ
iassist-967	180	23	theme	theme	NOUN
iassist-967	180	24	with	with	ADP
iassist-967	180	25	regard	regard	NOUN
iassist-967	180	26	to	to	ADP
iassist-967	180	27	reproducibility	reproducibility	NOUN
iassist-967	180	28	solutions	solution	NOUN
iassist-967	180	29	boils	boil	VERB
iassist-967	180	30	down	down	ADP
iassist-967	180	31	to	to	ADP
iassist-967	180	32	a	a	DET
iassist-967	180	33	culture	culture	NOUN
iassist-967	180	34	shift	shift	NOUN
iassist-967	180	35	throughout	throughout	ADP
iassist-967	180	36	the	the	DET
iassist-967	180	37	research	research	NOUN
iassist-967	180	38	endeavor	endeavor	NOUN
iassist-967	180	39	and	and	CCONJ
iassist-967	180	40	data	datum	NOUN
iassist-967	180	41	gathering	gathering	NOUN
iassist-967	180	42	.	.	PUNCT
iassist-967	181	1	culture	culture	NOUN
iassist-967	181	2	shift	shift	NOUN
iassist-967	181	3	encompasses	encompass	VERB
iassist-967	181	4	changing	change	VERB
iassist-967	181	5	beliefs	belief	NOUN
iassist-967	181	6	,	,	PUNCT
iassist-967	181	7	behaviors	behavior	NOUN
iassist-967	181	8	,	,	PUNCT
iassist-967	181	9	and	and	CCONJ
iassist-967	181	10	outcomes	outcome	NOUN
iassist-967	181	11	.	.	PUNCT
iassist-967	182	1	industries	industry	NOUN
iassist-967	182	2	must	must	AUX
iassist-967	182	3	broadly	broadly	ADV
iassist-967	182	4	address	address	VERB
iassist-967	182	5	their	their	PRON
iassist-967	182	6	practices	practice	NOUN
iassist-967	182	7	at	at	ADP
iassist-967	182	8	all	all	DET
iassist-967	182	9	stages	stage	NOUN
iassist-967	182	10	of	of	ADP
iassist-967	182	11	data	datum	NOUN
iassist-967	182	12	collection	collection	NOUN
iassist-967	182	13	,	,	PUNCT
iassist-967	182	14	processing	processing	NOUN
iassist-967	182	15	,	,	PUNCT
iassist-967	182	16	publication	publication	NOUN
iassist-967	182	17	,	,	PUNCT
iassist-967	182	18	dissemination	dissemination	NOUN
iassist-967	182	19	,	,	PUNCT
iassist-967	182	20	and	and	CCONJ
iassist-967	182	21	preservation	preservation	NOUN
iassist-967	182	22	to	to	PART
iassist-967	182	23	make	make	VERB
iassist-967	182	24	reproducibility	reproducibility	NOUN
iassist-967	182	25	commonplace	commonplace	NOUN
iassist-967	182	26	(	(	PUNCT
iassist-967	182	27	baker	baker	NOUN
iassist-967	182	28	,	,	PUNCT
iassist-967	182	29	2016b	2016b	NUM
iassist-967	182	30	)	)	PUNCT
iassist-967	182	31	.	.	PUNCT
iassist-967	183	1	opportunities	opportunity	NOUN
iassist-967	183	2	for	for	ADP
iassist-967	183	3	future	future	ADJ
iassist-967	183	4	study	study	NOUN
iassist-967	183	5	the	the	DET
iassist-967	183	6	resource	resource	NOUN
iassist-967	183	7	list	list	NOUN
iassist-967	183	8	and	and	CCONJ
iassist-967	183	9	primer	primer	NOUN
iassist-967	183	10	presented	present	VERB
iassist-967	183	11	here	here	ADV
iassist-967	183	12	are	be	AUX
iassist-967	183	13	an	an	DET
iassist-967	183	14	introduction	introduction	NOUN
iassist-967	183	15	to	to	ADP
iassist-967	183	16	the	the	DET
iassist-967	183	17	landscape	landscape	NOUN
iassist-967	183	18	of	of	ADP
iassist-967	183	19	the	the	DET
iassist-967	183	20	reproducibility	reproducibility	NOUN
iassist-967	183	21	crisis	crisis	NOUN
iassist-967	183	22	.	.	PUNCT
iassist-967	184	1	the	the	DET
iassist-967	184	2	terms	term	NOUN
iassist-967	184	3	are	be	AUX
iassist-967	184	4	defined	define	VERB
iassist-967	184	5	broadly	broadly	ADV
iassist-967	184	6	and	and	CCONJ
iassist-967	184	7	remain	remain	VERB
iassist-967	184	8	at	at	ADP
iassist-967	184	9	surface	surface	NOUN
iassist-967	184	10	-	-	PUNCT
iassist-967	184	11	level	level	NOUN
iassist-967	184	12	with	with	ADP
iassist-967	184	13	regard	regard	NOUN
iassist-967	184	14	to	to	ADP
iassist-967	184	15	the	the	DET
iassist-967	184	16	topics	topic	NOUN
iassist-967	184	17	described	describe	VERB
iassist-967	184	18	.	.	PUNCT
iassist-967	185	1	while	while	SCONJ
iassist-967	185	2	the	the	DET
iassist-967	185	3	final	final	ADJ
iassist-967	185	4	resource	resource	NOUN
iassist-967	185	5	list	list	NOUN
iassist-967	185	6	contains	contain	VERB
iassist-967	185	7	annotations	annotation	NOUN
iassist-967	185	8	with	with	ADP
iassist-967	185	9	key	key	ADJ
iassist-967	185	10	terms	term	NOUN
iassist-967	185	11	and	and	CCONJ
iassist-967	185	12	definitions	definition	NOUN
iassist-967	185	13	,	,	PUNCT
iassist-967	185	14	more	more	ADV
iassist-967	185	15	targeted	target	VERB
iassist-967	185	16	research	research	NOUN
iassist-967	185	17	will	will	AUX
iassist-967	185	18	uncover	uncover	VERB
iassist-967	185	19	more	more	ADJ
iassist-967	185	20	nuances	nuance	NOUN
iassist-967	185	21	of	of	ADP
iassist-967	185	22	specific	specific	ADJ
iassist-967	185	23	problems	problem	NOUN
iassist-967	185	24	and	and	CCONJ
iassist-967	185	25	solutions	solution	NOUN
iassist-967	185	26	.	.	PUNCT
iassist-967	186	1	subject	subject	ADJ
iassist-967	186	2	-	-	PUNCT
iassist-967	186	3	specific	specific	ADJ
iassist-967	186	4	analysis	analysis	NOUN
iassist-967	186	5	of	of	ADP
iassist-967	186	6	reproducibility	reproducibility	NOUN
iassist-967	186	7	,	,	PUNCT
iassist-967	186	8	as	as	ADV
iassist-967	186	9	well	well	ADV
iassist-967	186	10	as	as	ADP
iassist-967	186	11	further	further	ADJ
iassist-967	186	12	and	and	CCONJ
iassist-967	186	13	more	more	ADV
iassist-967	186	14	honed	hone	VERB
iassist-967	186	15	examination	examination	NOUN
iassist-967	186	16	of	of	ADP
iassist-967	186	17	any	any	PRON
iassist-967	186	18	of	of	ADP
iassist-967	186	19	the	the	DET
iassist-967	186	20	issues	issue	NOUN
iassist-967	186	21	and/or	and/or	CCONJ
iassist-967	186	22	solutions	solution	NOUN
iassist-967	186	23	may	may	AUX
iassist-967	186	24	produce	produce	VERB
iassist-967	186	25	additional	additional	ADJ
iassist-967	186	26	understanding	understanding	NOUN
iassist-967	186	27	.	.	PUNCT
iassist-967	187	1	the	the	DET
iassist-967	187	2	work	work	NOUN
iassist-967	187	3	of	of	ADP
iassist-967	187	4	this	this	DET
iassist-967	187	5	group	group	NOUN
iassist-967	187	6	is	be	AUX
iassist-967	187	7	only	only	ADV
iassist-967	187	8	the	the	DET
iassist-967	187	9	beginning	beginning	NOUN
iassist-967	187	10	for	for	ADP
iassist-967	187	11	dcdg	dcdg	NOUN
iassist-967	187	12	and	and	CCONJ
iassist-967	187	13	other	other	ADJ
iassist-967	187	14	data	datum	NOUN
iassist-967	187	15	and	and	CCONJ
iassist-967	187	16	information	information	NOUN
iassist-967	187	17	managers	manager	NOUN
iassist-967	187	18	.	.	PUNCT
iassist-967	188	1	numerous	numerous	ADJ
iassist-967	188	2	opportunities	opportunity	NOUN
iassist-967	188	3	for	for	ADP
iassist-967	188	4	future	future	ADJ
iassist-967	188	5	research	research	NOUN
iassist-967	188	6	studies	study	NOUN
iassist-967	188	7	remain	remain	VERB
iassist-967	188	8	.	.	PUNCT
iassist-967	189	1	such	such	ADJ
iassist-967	189	2	work	work	NOUN
iassist-967	189	3	could	could	AUX
iassist-967	189	4	underpin	underpin	VERB
iassist-967	189	5	the	the	DET
iassist-967	189	6	formation	formation	NOUN
iassist-967	189	7	of	of	ADP
iassist-967	189	8	other	other	ADJ
iassist-967	189	9	resources	resource	NOUN
iassist-967	189	10	for	for	ADP
iassist-967	189	11	those	those	PRON
iassist-967	189	12	pursuing	pursue	VERB
iassist-967	189	13	study	study	NOUN
iassist-967	189	14	of	of	ADP
iassist-967	189	15	this	this	DET
iassist-967	189	16	topic	topic	NOUN
iassist-967	189	17	,	,	PUNCT
iassist-967	189	18	and	and	CCONJ
iassist-967	189	19	for	for	ADP
iassist-967	189	20	those	those	PRON
iassist-967	189	21	who	who	PRON
iassist-967	189	22	wish	wish	VERB
iassist-967	189	23	to	to	PART
iassist-967	189	24	improve	improve	VERB
iassist-967	189	25	reproducibility	reproducibility	NOUN
iassist-967	189	26	as	as	ADP
iassist-967	189	27	a	a	DET
iassist-967	189	28	means	means	NOUN
iassist-967	189	29	to	to	PART
iassist-967	189	30	increase	increase	VERB
iassist-967	189	31	confidence	confidence	NOUN
iassist-967	189	32	in	in	ADP
iassist-967	189	33	science	science	NOUN
iassist-967	189	34	within	within	ADP
iassist-967	189	35	their	their	PRON
iassist-967	189	36	own	own	ADJ
iassist-967	189	37	organizations	organization	NOUN
iassist-967	189	38	.	.	PUNCT
iassist-967	190	1	this	this	DET
iassist-967	190	2	collection	collection	NOUN
iassist-967	190	3	of	of	ADP
iassist-967	190	4	annotated	annotate	VERB
iassist-967	190	5	resources	resource	NOUN
iassist-967	190	6	spans	span	VERB
iassist-967	190	7	the	the	DET
iassist-967	190	8	past	past	ADJ
iassist-967	190	9	fourteen	fourteen	NUM
iassist-967	190	10	years	year	NOUN
iassist-967	190	11	,	,	PUNCT
iassist-967	190	12	with	with	ADP
iassist-967	190	13	the	the	DET
iassist-967	190	14	bulk	bulk	NOUN
iassist-967	190	15	published	publish	VERB
iassist-967	190	16	in	in	ADP
iassist-967	190	17	the	the	DET
iassist-967	190	18	last	last	ADJ
iassist-967	190	19	decade	decade	NOUN
iassist-967	190	20	when	when	SCONJ
iassist-967	190	21	digital	digital	ADJ
iassist-967	190	22	methods	method	NOUN
iassist-967	190	23	have	have	AUX
iassist-967	190	24	been	be	AUX
iassist-967	190	25	the	the	DET
iassist-967	190	26	norm	norm	NOUN
iassist-967	190	27	for	for	ADP
iassist-967	190	28	scientific	scientific	ADJ
iassist-967	190	29	research	research	NOUN
iassist-967	190	30	.	.	PUNCT
iassist-967	191	1	while	while	SCONJ
iassist-967	191	2	digital	digital	ADJ
iassist-967	191	3	data	datum	NOUN
iassist-967	191	4	and	and	CCONJ
iassist-967	191	5	modern	modern	ADJ
iassist-967	191	6	computing	computing	NOUN
iassist-967	191	7	and	and	CCONJ
iassist-967	191	8	modeling	modeling	NOUN
iassist-967	191	9	practices	practice	NOUN
iassist-967	191	10	certainly	certainly	ADV
iassist-967	191	11	may	may	AUX
iassist-967	191	12	cause	cause	VERB
iassist-967	191	13	their	their	PRON
iassist-967	191	14	own	own	ADJ
iassist-967	191	15	unique	unique	ADJ
iassist-967	191	16	reproducibility	reproducibility	NOUN
iassist-967	191	17	issues	issue	NOUN
iassist-967	191	18	,	,	PUNCT
iassist-967	191	19	an	an	DET
iassist-967	191	20	analysis	analysis	NOUN
iassist-967	191	21	of	of	ADP
iassist-967	191	22	research	research	NOUN
iassist-967	191	23	practice	practice	NOUN
iassist-967	191	24	in	in	ADP
iassist-967	191	25	earlier	early	ADJ
iassist-967	191	26	literature	literature	NOUN
iassist-967	191	27	may	may	AUX
iassist-967	191	28	reveal	reveal	VERB
iassist-967	191	29	more	more	ADJ
iassist-967	191	30	clarity	clarity	NOUN
iassist-967	191	31	into	into	ADP
iassist-967	191	32	the	the	DET
iassist-967	191	33	scope	scope	NOUN
iassist-967	191	34	and	and	CCONJ
iassist-967	191	35	depth	depth	NOUN
iassist-967	191	36	of	of	ADP
iassist-967	191	37	these	these	DET
iassist-967	191	38	problems	problem	NOUN
iassist-967	191	39	(	(	PUNCT
iassist-967	191	40	bastian	bastian	NOUN
iassist-967	191	41	,	,	PUNCT
iassist-967	191	42	2016	2016	NUM
iassist-967	191	43	)	)	PUNCT
iassist-967	191	44	.	.	PUNCT
iassist-967	192	1	as	as	SCONJ
iassist-967	192	2	new	new	ADJ
iassist-967	192	3	research	research	NOUN
iassist-967	192	4	data	datum	NOUN
iassist-967	192	5	insights	insight	NOUN
iassist-967	192	6	,	,	PUNCT
iassist-967	192	7	trends	trend	NOUN
iassist-967	192	8	,	,	PUNCT
iassist-967	192	9	and	and	CCONJ
iassist-967	192	10	studies	study	NOUN
iassist-967	192	11	emerge	emerge	VERB
iassist-967	192	12	,	,	PUNCT
iassist-967	192	13	this	this	DET
iassist-967	192	14	resource	resource	NOUN
iassist-967	192	15	list	list	NOUN
iassist-967	192	16	and	and	CCONJ
iassist-967	192	17	primer	primer	NOUN
iassist-967	192	18	should	should	AUX
iassist-967	192	19	be	be	AUX
iassist-967	192	20	updated	update	VERB
iassist-967	192	21	to	to	PART
iassist-967	192	22	reflect	reflect	VERB
iassist-967	192	23	the	the	DET
iassist-967	192	24	latest	late	ADJ
iassist-967	192	25	information	information	NOUN
iassist-967	192	26	that	that	PRON
iassist-967	192	27	pertains	pertain	VERB
iassist-967	192	28	to	to	ADP
iassist-967	192	29	the	the	DET
iassist-967	192	30	reproducibility	reproducibility	NOUN
iassist-967	192	31	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	192	32	13/26	13/26	NUM
iassist-967	192	33	antognoli	antognoli	NOUN
iassist-967	192	34	,	,	PUNCT
iassist-967	192	35	erin	erin	NOUN
iassist-967	192	36	;	;	PUNCT
iassist-967	192	37	avila	avila	PROPN
iassist-967	192	38	,	,	PUNCT
iassist-967	192	39	regina	regina	PROPN
iassist-967	192	40	;	;	PUNCT
iassist-967	192	41	sears	sears	PROPN
iassist-967	192	42	,	,	PUNCT
iassist-967	192	43	jonathan	jonathan	PROPN
iassist-967	192	44	;	;	PUNCT
iassist-967	192	45	christiansen	christiansen	PROPN
iassist-967	192	46	,	,	PUNCT
iassist-967	192	47	leighton	leighton	PROPN
iassist-967	192	48	;	;	PUNCT
iassist-967	192	49	tieman	tieman	NOUN
iassist-967	192	50	,	,	PUNCT
iassist-967	192	51	jessica	jessica	PROPN
iassist-967	192	52	;	;	PUNCT
iassist-967	192	53	hart	hart	PROPN
iassist-967	192	54	,	,	PUNCT
iassist-967	192	55	jacquelyn	jacquelyn	PROPN
iassist-967	192	56	(	(	PUNCT
iassist-967	192	57	2020	2020	NUM
iassist-967	192	58	)	)	PUNCT
iassist-967	192	59	reproducibility	reproducibility	NOUN
iassist-967	192	60	literature	literature	NOUN
iassist-967	192	61	analysis	analysis	NOUN
iassist-967	192	62	a	a	DET
iassist-967	192	63	federal	federal	ADJ
iassist-967	192	64	information	information	NOUN
iassist-967	192	65	professional	professional	PROPN
iassist-967	192	66	perspective	perspective	NOUN
iassist-967	192	67	,	,	PUNCT
iassist-967	192	68	iassist	iassist	VERB
iassist-967	192	69	quarterly	quarterly	ADJ
iassist-967	192	70	44(1	44(1	PROPN
iassist-967	192	71	-	-	PUNCT
iassist-967	192	72	2	2	NUM
iassist-967	192	73	)	)	PUNCT
iassist-967	192	74	,	,	PUNCT
iassist-967	192	75	pp	pp	ADJ
iassist-967	192	76	.	.	PUNCT
iassist-967	193	1	1	1	NUM
iassist-967	193	2	-	-	SYM
iassist-967	193	3	26	26	NUM
iassist-967	193	4	.	.	PUNCT
iassist-967	194	1	doi	doi	NOUN
iassist-967	194	2	:	:	PUNCT
iassist-967	194	3	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	194	4	crisis	crisis	NOUN
iassist-967	194	5	.	.	PUNCT
iassist-967	195	1	in	in	ADP
iassist-967	195	2	addition	addition	NOUN
iassist-967	195	3	to	to	ADP
iassist-967	195	4	adding	add	VERB
iassist-967	195	5	more	more	ADJ
iassist-967	195	6	literature	literature	NOUN
iassist-967	195	7	to	to	ADP
iassist-967	195	8	the	the	DET
iassist-967	195	9	existing	exist	VERB
iassist-967	195	10	compilation	compilation	NOUN
iassist-967	195	11	of	of	ADP
iassist-967	195	12	resources	resource	NOUN
iassist-967	195	13	,	,	PUNCT
iassist-967	195	14	performing	perform	VERB
iassist-967	195	15	more	more	ADJ
iassist-967	195	16	indepth	indepth	ADJ
iassist-967	195	17	exercises	exercise	NOUN
iassist-967	195	18	with	with	ADP
iassist-967	195	19	these	these	DET
iassist-967	195	20	resources	resource	NOUN
iassist-967	195	21	—	—	PUNCT
iassist-967	195	22	such	such	ADJ
iassist-967	195	23	as	as	ADP
iassist-967	195	24	textual	textual	ADJ
iassist-967	195	25	analysis	analysis	NOUN
iassist-967	195	26	—	—	PUNCT
iassist-967	195	27	may	may	AUX
iassist-967	195	28	uncover	uncover	VERB
iassist-967	195	29	new	new	ADJ
iassist-967	195	30	insights	insight	NOUN
iassist-967	195	31	that	that	PRON
iassist-967	195	32	can	can	AUX
iassist-967	195	33	accurately	accurately	ADV
iassist-967	195	34	inform	inform	VERB
iassist-967	195	35	training	training	NOUN
iassist-967	195	36	or	or	CCONJ
iassist-967	195	37	education	education	NOUN
iassist-967	195	38	strategies	strategy	NOUN
iassist-967	195	39	to	to	PART
iassist-967	195	40	increase	increase	VERB
iassist-967	195	41	reproducibility	reproducibility	NOUN
iassist-967	195	42	.	.	PUNCT
iassist-967	196	1	conclusion	conclusion	NOUN
iassist-967	196	2	the	the	DET
iassist-967	196	3	issues	issue	NOUN
iassist-967	196	4	surrounding	surround	VERB
iassist-967	196	5	reproducibility	reproducibility	NOUN
iassist-967	196	6	present	present	ADJ
iassist-967	196	7	great	great	ADJ
iassist-967	196	8	challenges	challenge	NOUN
iassist-967	196	9	.	.	PUNCT
iassist-967	197	1	comprehending	comprehend	VERB
iassist-967	197	2	the	the	DET
iassist-967	197	3	numerous	numerous	ADJ
iassist-967	197	4	,	,	PUNCT
iassist-967	197	5	nuanced	nuanced	ADJ
iassist-967	197	6	causes	cause	NOUN
iassist-967	197	7	within	within	ADP
iassist-967	197	8	this	this	DET
iassist-967	197	9	exercise	exercise	NOUN
iassist-967	197	10	sometimes	sometimes	ADV
iassist-967	197	11	seemed	seem	VERB
iassist-967	197	12	insurmountable	insurmountable	ADJ
iassist-967	197	13	.	.	PUNCT
iassist-967	198	1	while	while	SCONJ
iassist-967	198	2	potentially	potentially	ADV
iassist-967	198	3	overwhelming	overwhelming	ADJ
iassist-967	198	4	,	,	PUNCT
iassist-967	198	5	our	our	PRON
iassist-967	198	6	group	group	NOUN
iassist-967	198	7	made	make	VERB
iassist-967	198	8	strides	stride	NOUN
iassist-967	198	9	to	to	PART
iassist-967	198	10	understand	understand	VERB
iassist-967	198	11	the	the	DET
iassist-967	198	12	issues	issue	NOUN
iassist-967	198	13	,	,	PUNCT
iassist-967	198	14	root	root	NOUN
iassist-967	198	15	causes	cause	NOUN
iassist-967	198	16	,	,	PUNCT
iassist-967	198	17	and	and	CCONJ
iassist-967	198	18	history	history	NOUN
iassist-967	198	19	of	of	ADP
iassist-967	198	20	the	the	DET
iassist-967	198	21	reproducibility	reproducibility	NOUN
iassist-967	198	22	crisis	crisis	NOUN
iassist-967	198	23	in	in	ADP
iassist-967	198	24	order	order	NOUN
iassist-967	198	25	to	to	PART
iassist-967	198	26	create	create	VERB
iassist-967	198	27	a	a	DET
iassist-967	198	28	guide	guide	NOUN
iassist-967	198	29	for	for	ADP
iassist-967	198	30	ourselves	ourselves	PRON
iassist-967	198	31	.	.	PUNCT
iassist-967	199	1	many	many	ADJ
iassist-967	199	2	organizations	organization	NOUN
iassist-967	199	3	and	and	CCONJ
iassist-967	199	4	individuals	individual	NOUN
iassist-967	199	5	who	who	PRON
iassist-967	199	6	recognize	recognize	VERB
iassist-967	199	7	research	research	NOUN
iassist-967	199	8	reproducibility	reproducibility	NOUN
iassist-967	199	9	as	as	ADP
iassist-967	199	10	an	an	DET
iassist-967	199	11	issue	issue	NOUN
iassist-967	199	12	may	may	AUX
iassist-967	199	13	not	not	PART
iassist-967	199	14	currently	currently	ADV
iassist-967	199	15	have	have	VERB
iassist-967	199	16	the	the	DET
iassist-967	199	17	knowledge	knowledge	NOUN
iassist-967	199	18	or	or	CCONJ
iassist-967	199	19	resources	resource	NOUN
iassist-967	199	20	to	to	PART
iassist-967	199	21	effect	effect	VERB
iassist-967	199	22	significant	significant	ADJ
iassist-967	199	23	change	change	NOUN
iassist-967	199	24	.	.	PUNCT
iassist-967	200	1	however	however	ADV
iassist-967	200	2	,	,	PUNCT
iassist-967	200	3	in	in	ADP
iassist-967	200	4	summarizing	summarize	VERB
iassist-967	200	5	a	a	DET
iassist-967	200	6	portion	portion	NOUN
iassist-967	200	7	of	of	ADP
iassist-967	200	8	the	the	DET
iassist-967	200	9	available	available	ADJ
iassist-967	200	10	literature	literature	NOUN
iassist-967	200	11	on	on	ADP
iassist-967	200	12	this	this	DET
iassist-967	200	13	topic	topic	NOUN
iassist-967	200	14	,	,	PUNCT
iassist-967	200	15	it	it	PRON
iassist-967	200	16	is	be	AUX
iassist-967	200	17	our	our	PRON
iassist-967	200	18	hope	hope	NOUN
iassist-967	200	19	that	that	SCONJ
iassist-967	200	20	information	information	NOUN
iassist-967	200	21	professionals	professional	NOUN
iassist-967	200	22	now	now	ADV
iassist-967	200	23	have	have	AUX
iassist-967	200	24	a	a	DET
iassist-967	200	25	better	well	ADJ
iassist-967	200	26	starting	starting	NOUN
iassist-967	200	27	point	point	NOUN
iassist-967	200	28	to	to	PART
iassist-967	200	29	begin	begin	VERB
iassist-967	200	30	incremental	incremental	ADJ
iassist-967	200	31	change	change	NOUN
iassist-967	200	32	in	in	ADP
iassist-967	200	33	promoting	promote	VERB
iassist-967	200	34	reproducible	reproducible	ADJ
iassist-967	200	35	research	research	NOUN
iassist-967	200	36	.	.	PUNCT
iassist-967	201	1	ultimately	ultimately	ADV
iassist-967	201	2	,	,	PUNCT
iassist-967	201	3	we	we	PRON
iassist-967	201	4	concluded	conclude	VERB
iassist-967	201	5	that	that	SCONJ
iassist-967	201	6	because	because	SCONJ
iassist-967	201	7	the	the	DET
iassist-967	201	8	reproducibility	reproducibility	NOUN
iassist-967	201	9	crisis	crisis	NOUN
iassist-967	201	10	stemmed	stem	VERB
iassist-967	201	11	from	from	ADP
iassist-967	201	12	such	such	DET
iassist-967	201	13	a	a	DET
iassist-967	201	14	wide	wide	ADJ
iassist-967	201	15	variety	variety	NOUN
iassist-967	201	16	of	of	ADP
iassist-967	201	17	causes	cause	NOUN
iassist-967	201	18	,	,	PUNCT
iassist-967	201	19	stakeholders	stakeholder	NOUN
iassist-967	201	20	must	must	AUX
iassist-967	201	21	take	take	VERB
iassist-967	201	22	a	a	DET
iassist-967	201	23	multi	multi	ADJ
iassist-967	201	24	-	-	ADJ
iassist-967	201	25	pronged	pronged	ADJ
iassist-967	201	26	approach	approach	NOUN
iassist-967	201	27	to	to	ADP
iassist-967	201	28	tackling	tackle	VERB
iassist-967	201	29	the	the	DET
iassist-967	201	30	problem	problem	NOUN
iassist-967	201	31	.	.	PUNCT
iassist-967	202	1	a	a	DET
iassist-967	202	2	culture	culture	NOUN
iassist-967	202	3	shift	shift	NOUN
iassist-967	202	4	across	across	ADP
iassist-967	202	5	all	all	DET
iassist-967	202	6	branches	branch	NOUN
iassist-967	202	7	of	of	ADP
iassist-967	202	8	research	research	NOUN
iassist-967	202	9	must	must	AUX
iassist-967	202	10	occur	occur	VERB
iassist-967	202	11	to	to	PART
iassist-967	202	12	reverse	reverse	VERB
iassist-967	202	13	the	the	DET
iassist-967	202	14	distrust	distrust	NOUN
iassist-967	202	15	this	this	DET
iassist-967	202	16	crisis	crisis	NOUN
iassist-967	202	17	has	have	AUX
iassist-967	202	18	engendered	engender	VERB
iassist-967	202	19	.	.	PUNCT
iassist-967	203	1	in	in	ADP
iassist-967	203	2	moving	move	VERB
iassist-967	203	3	forward	forward	ADV
iassist-967	203	4	,	,	PUNCT
iassist-967	203	5	we	we	PRON
iassist-967	203	6	must	must	AUX
iassist-967	203	7	also	also	ADV
iassist-967	203	8	realize	realize	VERB
iassist-967	203	9	our	our	PRON
iassist-967	203	10	limitations	limitation	NOUN
iassist-967	203	11	.	.	PUNCT
iassist-967	204	1	as	as	ADP
iassist-967	204	2	data	data	NOUN
iassist-967	204	3	managers	manager	NOUN
iassist-967	204	4	and	and	CCONJ
iassist-967	204	5	librarians	librarian	NOUN
iassist-967	204	6	,	,	PUNCT
iassist-967	204	7	many	many	ADJ
iassist-967	204	8	reproducibility	reproducibility	NOUN
iassist-967	204	9	issues	issue	NOUN
iassist-967	204	10	stem	stem	VERB
iassist-967	204	11	from	from	ADP
iassist-967	204	12	actions	action	NOUN
iassist-967	204	13	that	that	PRON
iassist-967	204	14	occur	occur	VERB
iassist-967	204	15	prior	prior	ADV
iassist-967	204	16	to	to	ADP
iassist-967	204	17	or	or	CCONJ
iassist-967	204	18	after	after	ADP
iassist-967	204	19	our	our	PRON
iassist-967	204	20	typical	typical	ADJ
iassist-967	204	21	involvement	involvement	NOUN
iassist-967	204	22	with	with	ADP
iassist-967	204	23	the	the	DET
iassist-967	204	24	research	research	NOUN
iassist-967	204	25	.	.	PUNCT
iassist-967	205	1	we	we	PRON
iassist-967	205	2	recognize	recognize	VERB
iassist-967	205	3	that	that	SCONJ
iassist-967	205	4	we	we	PRON
iassist-967	205	5	can	can	AUX
iassist-967	205	6	facilitate	facilitate	VERB
iassist-967	205	7	reproducibility	reproducibility	NOUN
iassist-967	205	8	from	from	ADP
iassist-967	205	9	within	within	ADP
iassist-967	205	10	our	our	PRON
iassist-967	205	11	own	own	ADJ
iassist-967	205	12	roles	role	NOUN
iassist-967	205	13	.	.	PUNCT
iassist-967	206	1	given	give	VERB
iassist-967	206	2	our	our	PRON
iassist-967	206	3	positions	position	NOUN
iassist-967	206	4	as	as	ADP
iassist-967	206	5	information	information	NOUN
iassist-967	206	6	professionals	professional	NOUN
iassist-967	206	7	reflecting	reflect	VERB
iassist-967	206	8	on	on	ADP
iassist-967	206	9	the	the	DET
iassist-967	206	10	nature	nature	NOUN
iassist-967	206	11	and	and	CCONJ
iassist-967	206	12	scope	scope	NOUN
iassist-967	206	13	of	of	ADP
iassist-967	206	14	these	these	DET
iassist-967	206	15	reproducibility	reproducibility	NOUN
iassist-967	206	16	issues	issue	NOUN
iassist-967	206	17	,	,	PUNCT
iassist-967	206	18	our	our	PRON
iassist-967	206	19	objective	objective	NOUN
iassist-967	206	20	should	should	AUX
iassist-967	206	21	involve	involve	VERB
iassist-967	206	22	education	education	NOUN
iassist-967	206	23	,	,	PUNCT
iassist-967	206	24	training	training	NOUN
iassist-967	206	25	,	,	PUNCT
iassist-967	206	26	and	and	CCONJ
iassist-967	206	27	building	build	VERB
iassist-967	206	28	awareness	awareness	NOUN
iassist-967	206	29	.	.	PUNCT
iassist-967	207	1	for	for	ADP
iassist-967	207	2	example	example	NOUN
iassist-967	207	3	,	,	PUNCT
iassist-967	207	4	as	as	ADP
iassist-967	207	5	data	data	NOUN
iassist-967	207	6	managers	manager	NOUN
iassist-967	207	7	,	,	PUNCT
iassist-967	207	8	we	we	PRON
iassist-967	207	9	may	may	AUX
iassist-967	207	10	not	not	PART
iassist-967	207	11	write	write	VERB
iassist-967	207	12	data	datum	NOUN
iassist-967	207	13	management	management	NOUN
iassist-967	207	14	plans	plan	NOUN
iassist-967	207	15	,	,	PUNCT
iassist-967	207	16	but	but	CCONJ
iassist-967	207	17	we	we	PRON
iassist-967	207	18	do	do	AUX
iassist-967	207	19	share	share	VERB
iassist-967	207	20	information	information	NOUN
iassist-967	207	21	and	and	CCONJ
iassist-967	207	22	guidelines	guideline	NOUN
iassist-967	207	23	about	about	ADP
iassist-967	207	24	how	how	SCONJ
iassist-967	207	25	to	to	PART
iassist-967	207	26	write	write	VERB
iassist-967	207	27	,	,	PUNCT
iassist-967	207	28	curate	curate	NOUN
iassist-967	207	29	,	,	PUNCT
iassist-967	207	30	and	and	CCONJ
iassist-967	207	31	archive	archive	NOUN
iassist-967	207	32	them	they	PRON
iassist-967	207	33	.	.	PUNCT
iassist-967	208	1	we	we	PRON
iassist-967	208	2	do	do	AUX
iassist-967	208	3	not	not	PART
iassist-967	208	4	generate	generate	VERB
iassist-967	208	5	the	the	DET
iassist-967	208	6	data	datum	NOUN
iassist-967	208	7	that	that	PRON
iassist-967	208	8	results	result	VERB
iassist-967	208	9	from	from	ADP
iassist-967	208	10	research	research	NOUN
iassist-967	208	11	,	,	PUNCT
iassist-967	208	12	but	but	CCONJ
iassist-967	208	13	we	we	PRON
iassist-967	208	14	can	can	AUX
iassist-967	208	15	assist	assist	VERB
iassist-967	208	16	with	with	ADP
iassist-967	208	17	organizing	organize	VERB
iassist-967	208	18	data	datum	NOUN
iassist-967	208	19	,	,	PUNCT
iassist-967	208	20	finding	find	VERB
iassist-967	208	21	documentation	documentation	NOUN
iassist-967	208	22	standards	standard	NOUN
iassist-967	208	23	for	for	ADP
iassist-967	208	24	data	datum	NOUN
iassist-967	208	25	,	,	PUNCT
iassist-967	208	26	creating	create	VERB
iassist-967	208	27	proper	proper	ADJ
iassist-967	208	28	metadata	metadata	NOUN
iassist-967	208	29	,	,	PUNCT
iassist-967	208	30	and	and	CCONJ
iassist-967	208	31	assist	assist	VERB
iassist-967	208	32	in	in	ADP
iassist-967	208	33	building	building	NOUN
iassist-967	208	34	and	and	CCONJ
iassist-967	208	35	managing	manage	VERB
iassist-967	208	36	trusted	trust	VERB
iassist-967	208	37	repositories	repository	NOUN
iassist-967	208	38	for	for	ADP
iassist-967	208	39	the	the	DET
iassist-967	208	40	data	datum	NOUN
iassist-967	208	41	.	.	PUNCT
iassist-967	209	1	we	we	PRON
iassist-967	209	2	do	do	AUX
iassist-967	209	3	not	not	PART
iassist-967	209	4	format	format	VERB
iassist-967	209	5	or	or	CCONJ
iassist-967	209	6	publish	publish	VERB
iassist-967	209	7	the	the	DET
iassist-967	209	8	data	datum	NOUN
iassist-967	209	9	,	,	PUNCT
iassist-967	209	10	but	but	CCONJ
iassist-967	209	11	we	we	PRON
iassist-967	209	12	can	can	AUX
iassist-967	209	13	share	share	VERB
iassist-967	209	14	best	good	ADJ
iassist-967	209	15	practices	practice	NOUN
iassist-967	209	16	for	for	ADP
iassist-967	209	17	fair	fair	ADJ
iassist-967	209	18	data	datum	NOUN
iassist-967	209	19	,	,	PUNCT
iassist-967	209	20	thereby	thereby	ADV
iassist-967	209	21	contributing	contribute	VERB
iassist-967	209	22	to	to	AUX
iassist-967	209	23	research	research	NOUN
iassist-967	209	24	data	datum	NOUN
iassist-967	209	25	that	that	PRON
iassist-967	209	26	is	be	AUX
iassist-967	209	27	findable	findable	ADJ
iassist-967	209	28	,	,	PUNCT
iassist-967	209	29	accessible	accessible	ADJ
iassist-967	209	30	,	,	PUNCT
iassist-967	209	31	interoperable	interoperable	ADJ
iassist-967	209	32	,	,	PUNCT
iassist-967	209	33	and	and	CCONJ
iassist-967	209	34	reusable	reusable	ADJ
iassist-967	209	35	(	(	PUNCT
iassist-967	209	36	wilkinson	wilkinson	PROPN
iassist-967	209	37	,	,	PUNCT
iassist-967	209	38	2016	2016	NUM
iassist-967	209	39	)	)	PUNCT
iassist-967	209	40	.	.	PUNCT
iassist-967	210	1	even	even	ADV
iassist-967	210	2	from	from	ADP
iassist-967	210	3	our	our	PRON
iassist-967	210	4	set	set	NOUN
iassist-967	210	5	positions	position	NOUN
iassist-967	210	6	we	we	PRON
iassist-967	210	7	can	can	AUX
iassist-967	210	8	take	take	VERB
iassist-967	210	9	concrete	concrete	ADJ
iassist-967	210	10	steps	step	NOUN
iassist-967	210	11	to	to	PART
iassist-967	210	12	aid	aid	VERB
iassist-967	210	13	and	and	CCONJ
iassist-967	210	14	influence	influence	NOUN
iassist-967	210	15	activities	activity	NOUN
iassist-967	210	16	that	that	PRON
iassist-967	210	17	move	move	VERB
iassist-967	210	18	toward	toward	ADP
iassist-967	210	19	the	the	DET
iassist-967	210	20	goal	goal	NOUN
iassist-967	210	21	of	of	ADP
iassist-967	210	22	reproducibility	reproducibility	NOUN
iassist-967	210	23	.	.	PUNCT
iassist-967	211	1	increasing	increase	VERB
iassist-967	211	2	education	education	NOUN
iassist-967	211	3	and	and	CCONJ
iassist-967	211	4	awareness	awareness	NOUN
iassist-967	211	5	within	within	ADP
iassist-967	211	6	our	our	PRON
iassist-967	211	7	fields	field	NOUN
iassist-967	211	8	helps	help	VERB
iassist-967	211	9	the	the	DET
iassist-967	211	10	cause	cause	NOUN
iassist-967	211	11	.	.	PUNCT
iassist-967	212	1	common	common	ADJ
iassist-967	212	2	past	past	ADJ
iassist-967	212	3	practice	practice	NOUN
iassist-967	212	4	may	may	AUX
iassist-967	212	5	have	have	AUX
iassist-967	212	6	seen	see	VERB
iassist-967	212	7	librarians	librarian	NOUN
iassist-967	212	8	contributing	contribute	VERB
iassist-967	212	9	to	to	ADP
iassist-967	212	10	the	the	DET
iassist-967	212	11	scientific	scientific	ADJ
iassist-967	212	12	endeavor	endeavor	NOUN
iassist-967	212	13	in	in	ADP
iassist-967	212	14	very	very	ADV
iassist-967	212	15	limited	limited	ADJ
iassist-967	212	16	ways	way	NOUN
iassist-967	212	17	,	,	PUNCT
iassist-967	212	18	such	such	ADJ
iassist-967	212	19	as	as	ADP
iassist-967	212	20	assisting	assist	VERB
iassist-967	212	21	with	with	ADP
iassist-967	212	22	initial	initial	ADJ
iassist-967	212	23	literature	literature	NOUN
iassist-967	212	24	access	access	NOUN
iassist-967	212	25	and	and	CCONJ
iassist-967	212	26	reviews	review	NOUN
iassist-967	212	27	,	,	PUNCT
iassist-967	212	28	or	or	CCONJ
iassist-967	212	29	as	as	ADP
iassist-967	212	30	cataloging	catalog	VERB
iassist-967	212	31	and	and	CCONJ
iassist-967	212	32	preserving	preserve	VERB
iassist-967	212	33	reported	report	VERB
iassist-967	212	34	scientific	scientific	ADJ
iassist-967	212	35	results	result	NOUN
iassist-967	212	36	.	.	PUNCT
iassist-967	213	1	however	however	ADV
iassist-967	213	2	,	,	PUNCT
iassist-967	213	3	the	the	DET
iassist-967	213	4	evolution	evolution	NOUN
iassist-967	213	5	of	of	ADP
iassist-967	213	6	modern	modern	ADJ
iassist-967	213	7	scientific	scientific	ADJ
iassist-967	213	8	research	research	NOUN
iassist-967	213	9	has	have	AUX
iassist-967	213	10	,	,	PUNCT
iassist-967	213	11	as	as	SCONJ
iassist-967	213	12	discussed	discuss	VERB
iassist-967	213	13	above	above	ADV
iassist-967	213	14	,	,	PUNCT
iassist-967	213	15	opened	open	VERB
iassist-967	213	16	up	up	ADP
iassist-967	213	17	a	a	DET
iassist-967	213	18	number	number	NOUN
iassist-967	213	19	of	of	ADP
iassist-967	213	20	roles	role	NOUN
iassist-967	213	21	for	for	ADP
iassist-967	213	22	library	library	NOUN
iassist-967	213	23	,	,	PUNCT
iassist-967	213	24	information	information	NOUN
iassist-967	213	25	,	,	PUNCT
iassist-967	213	26	and	and	CCONJ
iassist-967	213	27	data	datum	NOUN
iassist-967	213	28	professionals	professional	NOUN
iassist-967	213	29	throughout	throughout	ADP
iassist-967	213	30	the	the	DET
iassist-967	213	31	entire	entire	ADJ
iassist-967	213	32	scientific	scientific	ADJ
iassist-967	213	33	research	research	NOUN
iassist-967	213	34	lifecycle	lifecycle	NOUN
iassist-967	213	35	.	.	PUNCT
iassist-967	214	1	our	our	PRON
iassist-967	214	2	participation	participation	NOUN
iassist-967	214	3	can	can	AUX
iassist-967	214	4	positively	positively	ADV
iassist-967	214	5	impact	impact	VERB
iassist-967	214	6	scientific	scientific	ADJ
iassist-967	214	7	reproducibility	reproducibility	NOUN
iassist-967	214	8	and	and	CCONJ
iassist-967	214	9	replicability	replicability	NOUN
iassist-967	214	10	.	.	PUNCT
iassist-967	215	1	first	first	ADV
iassist-967	215	2	,	,	PUNCT
iassist-967	215	3	we	we	PRON
iassist-967	215	4	must	must	AUX
iassist-967	215	5	understand	understand	VERB
iassist-967	215	6	the	the	DET
iassist-967	215	7	issues	issue	NOUN
iassist-967	215	8	,	,	PUNCT
iassist-967	215	9	and	and	CCONJ
iassist-967	215	10	this	this	DET
iassist-967	215	11	paper	paper	NOUN
iassist-967	215	12	is	be	AUX
iassist-967	215	13	one	one	NUM
iassist-967	215	14	contribution	contribution	NOUN
iassist-967	215	15	to	to	PART
iassist-967	215	16	develop	develop	VERB
iassist-967	215	17	that	that	DET
iassist-967	215	18	understanding	understanding	NOUN
iassist-967	215	19	.	.	PUNCT
iassist-967	216	1	next	next	ADV
iassist-967	216	2	we	we	PRON
iassist-967	216	3	should	should	AUX
iassist-967	216	4	apply	apply	VERB
iassist-967	216	5	that	that	DET
iassist-967	216	6	comprehension	comprehension	NOUN
iassist-967	216	7	to	to	PART
iassist-967	216	8	aid	aid	VERB
iassist-967	216	9	our	our	PRON
iassist-967	216	10	colleagues	colleague	NOUN
iassist-967	216	11	across	across	ADP
iassist-967	216	12	research	research	NOUN
iassist-967	216	13	disciplines	discipline	NOUN
iassist-967	216	14	.	.	PUNCT
iassist-967	217	1	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	217	2	14/26	14/26	NUM
iassist-967	217	3	antognoli	antognoli	NOUN
iassist-967	217	4	,	,	PUNCT
iassist-967	217	5	erin	erin	NOUN
iassist-967	217	6	;	;	PUNCT
iassist-967	217	7	avila	avila	PROPN
iassist-967	217	8	,	,	PUNCT
iassist-967	217	9	regina	regina	PROPN
iassist-967	217	10	;	;	PUNCT
iassist-967	217	11	sears	sears	PROPN
iassist-967	217	12	,	,	PUNCT
iassist-967	217	13	jonathan	jonathan	PROPN
iassist-967	217	14	;	;	PUNCT
iassist-967	217	15	christiansen	christiansen	PROPN
iassist-967	217	16	,	,	PUNCT
iassist-967	217	17	leighton	leighton	PROPN
iassist-967	217	18	;	;	PUNCT
iassist-967	217	19	tieman	tieman	NOUN
iassist-967	217	20	,	,	PUNCT
iassist-967	217	21	jessica	jessica	PROPN
iassist-967	217	22	;	;	PUNCT
iassist-967	217	23	hart	hart	PROPN
iassist-967	217	24	,	,	PUNCT
iassist-967	217	25	jacquelyn	jacquelyn	PROPN
iassist-967	217	26	(	(	PUNCT
iassist-967	217	27	2020	2020	NUM
iassist-967	217	28	)	)	PUNCT
iassist-967	217	29	reproducibility	reproducibility	NOUN
iassist-967	217	30	literature	literature	NOUN
iassist-967	217	31	analysis	analysis	NOUN
iassist-967	217	32	a	a	DET
iassist-967	217	33	federal	federal	ADJ
iassist-967	217	34	information	information	NOUN
iassist-967	217	35	professional	professional	PROPN
iassist-967	217	36	perspective	perspective	NOUN
iassist-967	217	37	,	,	PUNCT
iassist-967	217	38	iassist	iassist	VERB
iassist-967	217	39	quarterly	quarterly	ADJ
iassist-967	217	40	44(1	44(1	PROPN
iassist-967	217	41	-	-	PUNCT
iassist-967	217	42	2	2	NUM
iassist-967	217	43	)	)	PUNCT
iassist-967	217	44	,	,	PUNCT
iassist-967	217	45	pp	pp	ADJ
iassist-967	217	46	.	.	PUNCT
iassist-967	218	1	1	1	NUM
iassist-967	218	2	-	-	SYM
iassist-967	218	3	26	26	NUM
iassist-967	218	4	.	.	PUNCT
iassist-967	219	1	doi	doi	NOUN
iassist-967	219	2	:	:	PUNCT
iassist-967	219	3	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	219	4	references	reference	VERB
iassist-967	219	5	aceves	aceve	NOUN
iassist-967	219	6	-	-	PUNCT
iassist-967	219	7	bueno	bueno	PROPN
iassist-967	219	8	,	,	PUNCT
iassist-967	219	9	e.	e.	PROPN
iassist-967	219	10	,	,	PUNCT
iassist-967	219	11	adeleye	adeleye	NOUN
iassist-967	219	12	,	,	PUNCT
iassist-967	219	13	a.	a.	NOUN
iassist-967	219	14	,	,	PUNCT
iassist-967	219	15	feraud	feraud	PROPN
iassist-967	219	16	,	,	PUNCT
iassist-967	219	17	m.	m.	NOUN
iassist-967	219	18	,	,	PUNCT
iassist-967	219	19	huang	huang	PROPN
iassist-967	219	20	,	,	PUNCT
iassist-967	219	21	y.	y.	PROPN
iassist-967	219	22	,	,	PUNCT
iassist-967	219	23	tao	tao	PROPN
iassist-967	219	24	,	,	PUNCT
iassist-967	219	25	m.	m.	NOUN
iassist-967	219	26	,	,	PUNCT
iassist-967	219	27	yang	yang	PROPN
iassist-967	219	28	,	,	PUNCT
iassist-967	219	29	y.	y.	PROPN
iassist-967	219	30	and	and	CCONJ
iassist-967	219	31	anderson	anderson	PROPN
iassist-967	219	32	,	,	PUNCT
iassist-967	219	33	s.	s.	PROPN
iassist-967	219	34	(	(	PUNCT
iassist-967	219	35	2017	2017	NUM
iassist-967	219	36	)	)	PUNCT
iassist-967	219	37	.	.	PUNCT
iassist-967	220	1	the	the	DET
iassist-967	220	2	accuracy	accuracy	NOUN
iassist-967	220	3	of	of	ADP
iassist-967	220	4	citizen	citizen	PROPN
iassist-967	220	5	science	science	PROPN
iassist-967	220	6	data	data	PROPN
iassist-967	220	7	:	:	PUNCT
iassist-967	220	8	a	a	DET
iassist-967	220	9	quantitative	quantitative	ADJ
iassist-967	220	10	review	review	NOUN
iassist-967	220	11	.	.	PUNCT
iassist-967	221	1	the	the	DET
iassist-967	221	2	bulletin	bulletin	NOUN
iassist-967	221	3	of	of	ADP
iassist-967	221	4	the	the	DET
iassist-967	221	5	ecological	ecological	ADJ
iassist-967	221	6	society	society	NOUN
iassist-967	221	7	of	of	ADP
iassist-967	221	8	america	america	PROPN
iassist-967	221	9	,	,	PUNCT
iassist-967	221	10	98(4	98(4	NUM
iassist-967	221	11	)	)	PUNCT
iassist-967	221	12	,	,	PUNCT
iassist-967	221	13	pp.278	pp.278	NOUN
iassist-967	221	14	-	-	SYM
iassist-967	221	15	290	290	NUM
iassist-967	221	16	.	.	PUNCT
iassist-967	222	1	https://doi.org/10.1002/bes2.1336	https://doi.org/10.1002/bes2.1336	PROPN
iassist-967	222	2	baker	baker	PROPN
iassist-967	222	3	,	,	PUNCT
iassist-967	222	4	m.	m.	NOUN
iassist-967	222	5	(	(	PUNCT
iassist-967	222	6	2016a	2016a	NUM
iassist-967	222	7	)	)	PUNCT
iassist-967	222	8	.	.	PUNCT
iassist-967	223	1	1,500	1,500	NUM
iassist-967	223	2	scientists	scientist	NOUN
iassist-967	223	3	lift	lift	VERB
iassist-967	223	4	the	the	DET
iassist-967	223	5	lid	lid	NOUN
iassist-967	223	6	on	on	ADP
iassist-967	223	7	reproducibility	reproducibility	NOUN
iassist-967	223	8	.	.	PUNCT
iassist-967	224	1	nature	nature	NOUN
iassist-967	224	2	,	,	PUNCT
iassist-967	224	3	533(7604	533(7604	NUM
iassist-967	224	4	)	)	PUNCT
iassist-967	224	5	,	,	PUNCT
iassist-967	224	6	pp.452	pp.452	NOUN
iassist-967	224	7	-	-	PUNCT
iassist-967	224	8	454	454	NUM
iassist-967	224	9	.	.	PUNCT
iassist-967	224	10	https://doi.org/10.1038/533452a	https://doi.org/10.1038/533452a	PROPN
iassist-967	225	1	baker	baker	PROPN
iassist-967	225	2	,	,	PUNCT
iassist-967	225	3	m.	m.	NOUN
iassist-967	225	4	(	(	PUNCT
iassist-967	225	5	2016b	2016b	NUM
iassist-967	225	6	)	)	PUNCT
iassist-967	225	7	.	.	PUNCT
iassist-967	226	1	how	how	SCONJ
iassist-967	226	2	quality	quality	NOUN
iassist-967	226	3	control	control	NOUN
iassist-967	226	4	could	could	AUX
iassist-967	226	5	save	save	VERB
iassist-967	226	6	your	your	PRON
iassist-967	226	7	science	science	NOUN
iassist-967	226	8	.	.	PUNCT
iassist-967	227	1	nature	nature	NOUN
iassist-967	227	2	,	,	PUNCT
iassist-967	227	3	529(7587	529(7587	NUM
iassist-967	227	4	)	)	PUNCT
iassist-967	227	5	,	,	PUNCT
iassist-967	227	6	pp.456	pp.456	PROPN
iassist-967	227	7	-	-	PUNCT
iassist-967	227	8	458	458	NUM
iassist-967	227	9	.	.	PUNCT
iassist-967	228	1	https://doi.org/10.1038/529456a	https://doi.org/10.1038/529456a	PROPN
iassist-967	228	2	baker	baker	PROPN
iassist-967	228	3	,	,	PUNCT
iassist-967	228	4	m.	m.	NOUN
iassist-967	228	5	(	(	PUNCT
iassist-967	228	6	2016c	2016c	NUM
iassist-967	228	7	)	)	PUNCT
iassist-967	228	8	.	.	PUNCT
iassist-967	229	1	psychology	psychology	NOUN
iassist-967	229	2	’s	’s	PART
iassist-967	229	3	reproducibility	reproducibility	NOUN
iassist-967	229	4	problem	problem	NOUN
iassist-967	229	5	is	be	AUX
iassist-967	229	6	exaggerated	exaggerated	ADJ
iassist-967	229	7	–	–	PUNCT
iassist-967	229	8	say	say	VERB
iassist-967	229	9	psychologists	psychologist	NOUN
iassist-967	229	10	.	.	PUNCT
iassist-967	230	1	nature	nature	NOUN
iassist-967	230	2	.	.	PUNCT
iassist-967	231	1	https://doi.org/10.1038/nature.2016.19498	https://doi.org/10.1038/nature.2016.19498	PROPN
iassist-967	231	2	bartling	bartling	NOUN
iassist-967	231	3	,	,	PUNCT
iassist-967	231	4	s.	s.	PROPN
iassist-967	231	5	and	and	CCONJ
iassist-967	231	6	fecher	fecher	PROPN
iassist-967	231	7	,	,	PUNCT
iassist-967	231	8	b.	b.	PROPN
iassist-967	231	9	(	(	PUNCT
iassist-967	231	10	2015	2015	NUM
iassist-967	231	11	)	)	PUNCT
iassist-967	231	12	.	.	PUNCT
iassist-967	232	1	could	could	AUX
iassist-967	232	2	blockchain	blockchain	AUX
iassist-967	232	3	provide	provide	VERB
iassist-967	232	4	the	the	DET
iassist-967	232	5	technical	technical	ADJ
iassist-967	232	6	fix	fix	NOUN
iassist-967	232	7	to	to	PART
iassist-967	232	8	solve	solve	VERB
iassist-967	232	9	science	science	NOUN
iassist-967	232	10	’s	’s	PART
iassist-967	232	11	reproducibility	reproducibility	NOUN
iassist-967	232	12	crisis	crisis	NOUN
iassist-967	232	13	?	?	PUNCT
iassist-967	232	14	.	.	PUNCT
iassist-967	233	1	lse	lse	NOUN
iassist-967	233	2	impact	impact	NOUN
iassist-967	233	3	of	of	ADP
iassist-967	233	4	social	social	ADJ
iassist-967	233	5	sciences	science	NOUN
iassist-967	233	6	.	.	PUNCT
iassist-967	234	1	[	[	X
iassist-967	234	2	online	online	X
iassist-967	234	3	]	]	X
iassist-967	234	4	available	available	ADJ
iassist-967	234	5	at	at	ADP
iassist-967	234	6	:	:	PUNCT
iassist-967	234	7	http://eprints.lse.ac.uk/67354/1/could_blockchain_provide_technical_fix.pdf	http://eprints.lse.ac.uk/67354/1/could_blockchain_provide_technical_fix.pdf	NOUN
iassist-967	234	8	[	[	X
iassist-967	234	9	accessed	access	VERB
iassist-967	234	10	10	10	NUM
iassist-967	234	11	sep	sep	NOUN
iassist-967	234	12	.	.	PROPN
iassist-967	235	1	2019	2019	NUM
iassist-967	235	2	]	]	PUNCT
iassist-967	235	3	.	.	PUNCT
iassist-967	236	1	bastian	bastian	PROPN
iassist-967	236	2	,	,	PUNCT
iassist-967	236	3	h.	h.	PROPN
iassist-967	236	4	(	(	PUNCT
iassist-967	236	5	2016	2016	NUM
iassist-967	236	6	)	)	PUNCT
iassist-967	236	7	.	.	PUNCT
iassist-967	237	1	reproducibility	reproducibility	NOUN
iassist-967	237	2	crisis	crisis	NOUN
iassist-967	237	3	timeline	timeline	NOUN
iassist-967	237	4	—	—	PUNCT
iassist-967	237	5	milestones	milestone	NOUN
iassist-967	237	6	in	in	ADP
iassist-967	237	7	tackling	tackle	VERB
iassist-967	237	8	research	research	NOUN
iassist-967	237	9	reliability	reliability	NOUN
iassist-967	237	10	.	.	PUNCT
iassist-967	238	1	[	[	X
iassist-967	238	2	online	online	X
iassist-967	238	3	]	]	X
iassist-967	238	4	phys.org	phys.org	X
iassist-967	238	5	.	.	PUNCT
iassist-967	238	6	available	available	ADJ
iassist-967	238	7	at	at	ADP
iassist-967	238	8	:	:	PUNCT
iassist-967	238	9	https://phys.org/news/2016-12-crisis-timelinemilestones-tackling-reliability.html	https://phys.org/news/2016-12-crisis-timelinemilestones-tackling-reliability.html	PROPN
iassist-967	238	10	[	[	AUX
iassist-967	238	11	accessed	access	VERB
iassist-967	238	12	10	10	NUM
iassist-967	238	13	sep	sep	NOUN
iassist-967	238	14	.	.	PROPN
iassist-967	239	1	2019	2019	NUM
iassist-967	239	2	]	]	PUNCT
iassist-967	239	3	.	.	PUNCT
iassist-967	240	1	begley	begley	PROPN
iassist-967	240	2	,	,	PUNCT
iassist-967	240	3	c.	c.	PROPN
iassist-967	240	4	and	and	CCONJ
iassist-967	240	5	ioannidis	ioannidis	PROPN
iassist-967	240	6	,	,	PUNCT
iassist-967	240	7	j.	j.	PROPN
iassist-967	240	8	(	(	PUNCT
iassist-967	240	9	2015	2015	NUM
iassist-967	240	10	)	)	PUNCT
iassist-967	240	11	.	.	PUNCT
iassist-967	241	1	reproducibility	reproducibility	NOUN
iassist-967	241	2	in	in	ADP
iassist-967	241	3	science	science	NOUN
iassist-967	241	4	.	.	PUNCT
iassist-967	242	1	circulation	circulation	NOUN
iassist-967	242	2	research	research	NOUN
iassist-967	242	3	,	,	PUNCT
iassist-967	242	4	116(1	116(1	NUM
iassist-967	242	5	)	)	PUNCT
iassist-967	242	6	,	,	PUNCT
iassist-967	242	7	pp.116	pp.116	PROPN
iassist-967	242	8	-	-	PUNCT
iassist-967	242	9	126	126	NUM
iassist-967	242	10	.	.	PUNCT
iassist-967	243	1	https://doi.org/10.1161/circresaha.114.303819	https://doi.org/10.1161/circresaha.114.303819	ADJ
iassist-967	243	2	camerer	camerer	PROPN
iassist-967	243	3	,	,	PUNCT
iassist-967	243	4	c.	c.	PROPN
iassist-967	243	5	,	,	PUNCT
iassist-967	243	6	dreber	dreber	PROPN
iassist-967	243	7	,	,	PUNCT
iassist-967	243	8	a.	a.	PROPN
iassist-967	243	9	,	,	PUNCT
iassist-967	243	10	forsell	forsell	NOUN
iassist-967	243	11	,	,	PUNCT
iassist-967	243	12	e.	e.	PROPN
iassist-967	243	13	,	,	PUNCT
iassist-967	243	14	ho	ho	PROPN
iassist-967	243	15	,	,	PUNCT
iassist-967	243	16	t.	t.	PROPN
iassist-967	243	17	,	,	PUNCT
iassist-967	243	18	huber	huber	PROPN
iassist-967	243	19	,	,	PUNCT
iassist-967	243	20	j.	j.	PROPN
iassist-967	243	21	,	,	PUNCT
iassist-967	243	22	johannesson	johannesson	PROPN
iassist-967	243	23	,	,	PUNCT
iassist-967	243	24	m.	m.	NOUN
iassist-967	243	25	,	,	PUNCT
iassist-967	243	26	kirchler	kirchler	NOUN
iassist-967	243	27	,	,	PUNCT
iassist-967	243	28	m.	m.	NOUN
iassist-967	243	29	,	,	PUNCT
iassist-967	243	30	almenberg	almenberg	PROPN
iassist-967	243	31	,	,	PUNCT
iassist-967	243	32	j.	j.	PROPN
iassist-967	243	33	,	,	PUNCT
iassist-967	243	34	altmejd	altmejd	PROPN
iassist-967	243	35	,	,	PUNCT
iassist-967	243	36	a.	a.	PROPN
iassist-967	243	37	,	,	PUNCT
iassist-967	243	38	chan	chan	PROPN
iassist-967	243	39	,	,	PUNCT
iassist-967	243	40	t.	t.	PROPN
iassist-967	243	41	,	,	PUNCT
iassist-967	243	42	heikensten	heikensten	PROPN
iassist-967	243	43	,	,	PUNCT
iassist-967	243	44	e.	e.	PROPN
iassist-967	243	45	,	,	PUNCT
iassist-967	243	46	holzmeister	holzmeister	PROPN
iassist-967	243	47	,	,	PUNCT
iassist-967	243	48	f.	f.	PROPN
iassist-967	243	49	,	,	PUNCT
iassist-967	243	50	imai	imai	PROPN
iassist-967	243	51	,	,	PUNCT
iassist-967	243	52	t.	t.	PROPN
iassist-967	243	53	,	,	PUNCT
iassist-967	243	54	isaksson	isaksson	PROPN
iassist-967	243	55	,	,	PUNCT
iassist-967	243	56	s.	s.	PROPN
iassist-967	243	57	,	,	PUNCT
iassist-967	243	58	nave	nave	PROPN
iassist-967	243	59	,	,	PUNCT
iassist-967	243	60	g.	g.	PROPN
iassist-967	243	61	,	,	PUNCT
iassist-967	243	62	pfeiffer	pfeiffer	PROPN
iassist-967	243	63	,	,	PUNCT
iassist-967	243	64	t.	t.	PROPN
iassist-967	243	65	,	,	PUNCT
iassist-967	243	66	razen	razen	PROPN
iassist-967	243	67	,	,	PUNCT
iassist-967	243	68	m.	m.	NOUN
iassist-967	243	69	and	and	CCONJ
iassist-967	243	70	wu	wu	PROPN
iassist-967	243	71	,	,	PUNCT
iassist-967	243	72	h.	h.	PROPN
iassist-967	243	73	(	(	PUNCT
iassist-967	243	74	2016	2016	NUM
iassist-967	243	75	)	)	PUNCT
iassist-967	243	76	.	.	PUNCT
iassist-967	244	1	evaluating	evaluate	VERB
iassist-967	244	2	replicability	replicability	NOUN
iassist-967	244	3	of	of	ADP
iassist-967	244	4	laboratory	laboratory	NOUN
iassist-967	244	5	experiments	experiment	NOUN
iassist-967	244	6	in	in	ADP
iassist-967	244	7	economics	economic	NOUN
iassist-967	244	8	.	.	PUNCT
iassist-967	245	1	science	science	NOUN
iassist-967	245	2	,	,	PUNCT
iassist-967	245	3	351(6280	351(6280	NUM
iassist-967	245	4	)	)	PUNCT
iassist-967	245	5	,	,	PUNCT
iassist-967	245	6	pp.1433	pp.1433	PROPN
iassist-967	245	7	-	-	PUNCT
iassist-967	245	8	1436	1436	NUM
iassist-967	245	9	.	.	PUNCT
iassist-967	246	1	https://doi.org/10.1126/science.aaf0918	https://doi.org/10.1126/science.aaf0918	NOUN
iassist-967	246	2	capes	cape	NOUN
iassist-967	246	3	-	-	PUNCT
iassist-967	246	4	davis	davis	PROPN
iassist-967	246	5	,	,	PUNCT
iassist-967	246	6	a.	a.	NOUN
iassist-967	246	7	and	and	CCONJ
iassist-967	246	8	neve	neve	PROPN
iassist-967	246	9	,	,	PUNCT
iassist-967	246	10	r.	r.	PROPN
iassist-967	246	11	(	(	PUNCT
iassist-967	246	12	2016	2016	NUM
iassist-967	246	13	)	)	PUNCT
iassist-967	246	14	.	.	PUNCT
iassist-967	247	1	authentication	authentication	NOUN
iassist-967	247	2	:	:	PUNCT
iassist-967	247	3	a	a	DET
iassist-967	247	4	standard	standard	ADJ
iassist-967	247	5	problem	problem	NOUN
iassist-967	247	6	or	or	CCONJ
iassist-967	247	7	a	a	DET
iassist-967	247	8	problem	problem	NOUN
iassist-967	247	9	of	of	ADP
iassist-967	247	10	standards	standard	NOUN
iassist-967	247	11	?	?	PUNCT
iassist-967	248	1	plos	plos	PROPN
iassist-967	248	2	biology	biology	PROPN
iassist-967	248	3	,	,	PUNCT
iassist-967	248	4	14(6	14(6	NOUN
iassist-967	248	5	)	)	PUNCT
iassist-967	248	6	,	,	PUNCT
iassist-967	248	7	p.e1002477	p.e1002477	NOUN
iassist-967	248	8	.	.	PUNCT
iassist-967	249	1	https://doi.org/10.1371/journal.pbio.1002477	https://doi.org/10.1371/journal.pbio.1002477	NOUN
iassist-967	249	2	cendi.gov	cendi.gov	PROPN
iassist-967	249	3	.	.	PUNCT
iassist-967	249	4	(	(	PUNCT
iassist-967	249	5	2019	2019	NUM
iassist-967	249	6	)	)	PUNCT
iassist-967	249	7	.	.	PUNCT
iassist-967	250	1	cendi	cendi	PROPN
iassist-967	250	2	.	.	PUNCT
iassist-967	251	1	[	[	X
iassist-967	251	2	online	online	X
iassist-967	251	3	]	]	X
iassist-967	251	4	available	available	ADJ
iassist-967	251	5	at	at	ADP
iassist-967	251	6	:	:	PUNCT
iassist-967	251	7	https://cendi.gov/	https://cendi.gov/	NOUN
iassist-967	251	8	[	[	X
iassist-967	251	9	accessed	access	VERB
iassist-967	251	10	10	10	NUM
iassist-967	251	11	sep	sep	NOUN
iassist-967	251	12	.	.	PROPN
iassist-967	251	13	2019	2019	NUM
iassist-967	251	14	]	]	PUNCT
iassist-967	251	15	.	.	PUNCT
iassist-967	252	1	christiansen	christiansen	PROPN
iassist-967	252	2	,	,	PUNCT
iassist-967	252	3	l.	l.	PROPN
iassist-967	252	4	(	(	PUNCT
iassist-967	252	5	2017	2017	NUM
iassist-967	252	6	)	)	PUNCT
iassist-967	252	7	.	.	PUNCT
iassist-967	253	1	expanding	expand	VERB
iassist-967	253	2	the	the	DET
iassist-967	253	3	u.s	u.s	PROPN
iassist-967	253	4	.	.	PROPN
iassist-967	253	5	federal	federal	PROPN
iassist-967	253	6	data	data	PROPN
iassist-967	253	7	curation	curation	NOUN
iassist-967	253	8	community	community	NOUN
iassist-967	253	9	:	:	PUNCT
iassist-967	253	10	year	year	NOUN
iassist-967	253	11	01	01	NUM
iassist-967	253	12	at	at	ADP
iassist-967	253	13	the	the	DET
iassist-967	253	14	national	national	ADJ
iassist-967	253	15	transportation	transportation	NOUN
iassist-967	253	16	library	library	NOUN
iassist-967	253	17	.	.	PUNCT
iassist-967	254	1	research	research	NOUN
iassist-967	254	2	data	data	PROPN
iassist-967	254	3	alliance	alliance	NOUN
iassist-967	254	4	tenth	tenth	NOUN
iassist-967	254	5	plenary	plenary	ADJ
iassist-967	254	6	.	.	PUNCT
iassist-967	255	1	montreal	montreal	PROPN
iassist-967	255	2	,	,	PUNCT
iassist-967	255	3	quebec	quebec	PROPN
iassist-967	255	4	,	,	PUNCT
iassist-967	255	5	canada	canada	PROPN
iassist-967	255	6	.	.	PUNCT
iassist-967	256	1	https://doi.org/10.21949/1504432	https://doi.org/10.21949/1504432	NOUN
iassist-967	256	2	crane	crane	NOUN
iassist-967	256	3	,	,	PUNCT
iassist-967	256	4	h.	h.	PROPN
iassist-967	256	5	(	(	PUNCT
iassist-967	256	6	2017	2017	NUM
iassist-967	256	7	)	)	PUNCT
iassist-967	256	8	.	.	PUNCT
iassist-967	257	1	why	why	SCONJ
iassist-967	257	2	“	"	PUNCT
iassist-967	257	3	redefining	redefine	VERB
iassist-967	257	4	statistical	statistical	ADJ
iassist-967	257	5	significance	significance	NOUN
iassist-967	257	6	”	"	PUNCT
iassist-967	257	7	will	will	AUX
iassist-967	257	8	not	not	PART
iassist-967	257	9	improve	improve	VERB
iassist-967	257	10	reproducibility	reproducibility	NOUN
iassist-967	257	11	and	and	CCONJ
iassist-967	257	12	could	could	AUX
iassist-967	257	13	make	make	VERB
iassist-967	257	14	the	the	DET
iassist-967	257	15	replication	replication	NOUN
iassist-967	257	16	crisis	crisis	NOUN
iassist-967	257	17	worse	bad	ADJ
iassist-967	257	18	.	.	PUNCT
iassist-967	258	1	[	[	X
iassist-967	258	2	online	online	X
iassist-967	258	3	]	]	X
iassist-967	258	4	arxiv.org	arxiv.org	X
iassist-967	258	5	.	.	PUNCT
iassist-967	258	6	available	available	ADJ
iassist-967	258	7	at	at	ADP
iassist-967	258	8	:	:	PUNCT
iassist-967	258	9	http://arxiv.org/abs/1711.07801	http://arxiv.org/abs/1711.07801	NOUN
iassist-967	259	1	[	[	AUX
iassist-967	259	2	accessed	access	VERB
iassist-967	259	3	10	10	NUM
iassist-967	259	4	sep	sep	NOUN
iassist-967	259	5	.	.	PROPN
iassist-967	260	1	2019	2019	NUM
iassist-967	260	2	]	]	PUNCT
iassist-967	260	3	.	.	PUNCT
iassist-967	261	1	freitag	freitag	PROPN
iassist-967	261	2	,	,	PUNCT
iassist-967	261	3	a.	a.	PROPN
iassist-967	261	4	,	,	PUNCT
iassist-967	261	5	meyer	meyer	PROPN
iassist-967	261	6	,	,	PUNCT
iassist-967	261	7	r.	r.	PROPN
iassist-967	261	8	and	and	CCONJ
iassist-967	261	9	whiteman	whiteman	PROPN
iassist-967	261	10	,	,	PUNCT
iassist-967	261	11	l.	l.	PROPN
iassist-967	261	12	(	(	PUNCT
iassist-967	261	13	2016	2016	NUM
iassist-967	261	14	)	)	PUNCT
iassist-967	261	15	.	.	PUNCT
iassist-967	262	1	strategies	strategy	NOUN
iassist-967	262	2	employed	employ	VERB
iassist-967	262	3	by	by	ADP
iassist-967	262	4	citizen	citizen	NOUN
iassist-967	262	5	science	science	NOUN
iassist-967	262	6	programs	program	NOUN
iassist-967	262	7	to	to	PART
iassist-967	262	8	increase	increase	VERB
iassist-967	262	9	the	the	DET
iassist-967	262	10	credibility	credibility	NOUN
iassist-967	262	11	of	of	ADP
iassist-967	262	12	their	their	PRON
iassist-967	262	13	data	datum	NOUN
iassist-967	262	14	.	.	PUNCT
iassist-967	263	1	citizen	citizen	PROPN
iassist-967	263	2	science	science	PROPN
iassist-967	263	3	:	:	PUNCT
iassist-967	263	4	theory	theory	NOUN
iassist-967	263	5	and	and	CCONJ
iassist-967	263	6	practice	practice	NOUN
iassist-967	263	7	.	.	PUNCT
iassist-967	263	8	,	,	PUNCT
iassist-967	263	9	1(1	1(1	NUM
iassist-967	263	10	)	)	PUNCT
iassist-967	263	11	,	,	PUNCT
iassist-967	263	12	p.2	p.2	NOUN
iassist-967	263	13	.	.	PUNCT
iassist-967	264	1	https://doi.org/10.5334/cstp.6	https://doi.org/10.5334/cstp.6	PROPN
iassist-967	264	2	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	264	3	https://doi.org/10.1002/bes2.1336	https://doi.org/10.1002/bes2.1336	PROPN
iassist-967	264	4	https://doi.org/10.1038/533452a	https://doi.org/10.1038/533452a	ADV
iassist-967	264	5	https://doi.org/10.1038/529456a	https://doi.org/10.1038/529456a	X
iassist-967	264	6	https://doi.org/10.1038/nature.2016.19498	https://doi.org/10.1038/nature.2016.19498	PROPN
iassist-967	264	7	http://eprints.lse.ac.uk/67354/1/could_blockchain_provide_technical_fix.pdf	http://eprints.lse.ac.uk/67354/1/could_blockchain_provide_technical_fix.pdf	PROPN
iassist-967	264	8	https://phys.org/news/2016-12-crisis-timelinemilestones-tackling-reliability.html	https://phys.org/news/2016-12-crisis-timelinemilestones-tackling-reliability.html	PROPN
iassist-967	264	9	https://doi.org/10.1161/circresaha.114.303819	https://doi.org/10.1161/circresaha.114.303819	ADJ
iassist-967	264	10	https://doi.org/10.1126/science.aaf0918	https://doi.org/10.1126/science.aaf0918	NOUN
iassist-967	264	11	https://doi.org/10.1371/journal.pbio.1002477	https://doi.org/10.1371/journal.pbio.1002477	NOUN
iassist-967	264	12	https://cendi.gov/	https://cendi.gov/	NOUN
iassist-967	264	13	https://doi.org/10.21949/1504432	https://doi.org/10.21949/1504432	NOUN
iassist-967	264	14	http://arxiv.org/abs/1711.07801	http://arxiv.org/abs/1711.07801	VERB
iassist-967	264	15	http://dx.doi.org/10.5334/cstp.6	http://dx.doi.org/10.5334/cstp.6	PROPN
iassist-967	264	16	15/26	15/26	PROPN
iassist-967	264	17	antognoli	antognoli	NOUN
iassist-967	264	18	,	,	PUNCT
iassist-967	264	19	erin	erin	NOUN
iassist-967	264	20	;	;	PUNCT
iassist-967	264	21	avila	avila	PROPN
iassist-967	264	22	,	,	PUNCT
iassist-967	264	23	regina	regina	PROPN
iassist-967	264	24	;	;	PUNCT
iassist-967	264	25	sears	sears	PROPN
iassist-967	264	26	,	,	PUNCT
iassist-967	264	27	jonathan	jonathan	PROPN
iassist-967	264	28	;	;	PUNCT
iassist-967	264	29	christiansen	christiansen	PROPN
iassist-967	264	30	,	,	PUNCT
iassist-967	264	31	leighton	leighton	PROPN
iassist-967	264	32	;	;	PUNCT
iassist-967	264	33	tieman	tieman	NOUN
iassist-967	264	34	,	,	PUNCT
iassist-967	264	35	jessica	jessica	PROPN
iassist-967	264	36	;	;	PUNCT
iassist-967	264	37	hart	hart	PROPN
iassist-967	264	38	,	,	PUNCT
iassist-967	264	39	jacquelyn	jacquelyn	PROPN
iassist-967	264	40	(	(	PUNCT
iassist-967	264	41	2020	2020	NUM
iassist-967	264	42	)	)	PUNCT
iassist-967	264	43	reproducibility	reproducibility	NOUN
iassist-967	264	44	literature	literature	NOUN
iassist-967	264	45	analysis	analysis	NOUN
iassist-967	264	46	a	a	DET
iassist-967	264	47	federal	federal	ADJ
iassist-967	264	48	information	information	NOUN
iassist-967	264	49	professional	professional	PROPN
iassist-967	264	50	perspective	perspective	NOUN
iassist-967	264	51	,	,	PUNCT
iassist-967	264	52	iassist	iassist	VERB
iassist-967	264	53	quarterly	quarterly	ADJ
iassist-967	264	54	44(1	44(1	PROPN
iassist-967	264	55	-	-	PUNCT
iassist-967	264	56	2	2	NUM
iassist-967	264	57	)	)	PUNCT
iassist-967	264	58	,	,	PUNCT
iassist-967	264	59	pp	pp	ADJ
iassist-967	264	60	.	.	PUNCT
iassist-967	265	1	1	1	NUM
iassist-967	265	2	-	-	SYM
iassist-967	265	3	26	26	NUM
iassist-967	265	4	.	.	PUNCT
iassist-967	266	1	doi	doi	NOUN
iassist-967	266	2	:	:	PUNCT
iassist-967	266	3	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	266	4	gezelter	gezelter	PROPN
iassist-967	266	5	,	,	PUNCT
iassist-967	266	6	j.	j.	PROPN
iassist-967	266	7	(	(	PUNCT
iassist-967	266	8	2015	2015	NUM
iassist-967	266	9	)	)	PUNCT
iassist-967	266	10	.	.	PUNCT
iassist-967	267	1	open	open	ADJ
iassist-967	267	2	source	source	NOUN
iassist-967	267	3	and	and	CCONJ
iassist-967	267	4	open	open	ADJ
iassist-967	267	5	data	datum	NOUN
iassist-967	267	6	should	should	AUX
iassist-967	267	7	be	be	AUX
iassist-967	267	8	standard	standard	ADJ
iassist-967	267	9	practices	practice	NOUN
iassist-967	267	10	.	.	PUNCT
iassist-967	268	1	the	the	DET
iassist-967	268	2	journal	journal	NOUN
iassist-967	268	3	of	of	ADP
iassist-967	268	4	physical	physical	ADJ
iassist-967	268	5	chemistry	chemistry	NOUN
iassist-967	268	6	letters	letter	NOUN
iassist-967	268	7	,	,	PUNCT
iassist-967	268	8	6(7	6(7	NUM
iassist-967	268	9	)	)	PUNCT
iassist-967	268	10	,	,	PUNCT
iassist-967	268	11	pp.1168	pp.1168	PROPN
iassist-967	268	12	-	-	PUNCT
iassist-967	268	13	1169	1169	NUM
iassist-967	268	14	.	.	PUNCT
iassist-967	269	1	https://doi.org/10.1021/acs.jpclett.5b00285	https://doi.org/10.1021/acs.jpclett.5b00285	PROPN
iassist-967	269	2	kosmala	kosmala	PROPN
iassist-967	269	3	,	,	PUNCT
iassist-967	269	4	m.	m.	NOUN
iassist-967	269	5	,	,	PUNCT
iassist-967	269	6	wiggins	wiggins	PROPN
iassist-967	269	7	,	,	PUNCT
iassist-967	269	8	a.	a.	NOUN
iassist-967	269	9	,	,	PUNCT
iassist-967	269	10	swanson	swanson	PROPN
iassist-967	269	11	,	,	PUNCT
iassist-967	269	12	a.	a.	NOUN
iassist-967	269	13	and	and	CCONJ
iassist-967	269	14	simmons	simmon	NOUN
iassist-967	269	15	,	,	PUNCT
iassist-967	269	16	b.	b.	PROPN
iassist-967	269	17	(	(	PUNCT
iassist-967	269	18	2016	2016	NUM
iassist-967	269	19	)	)	PUNCT
iassist-967	269	20	.	.	PUNCT
iassist-967	270	1	assessing	assess	VERB
iassist-967	270	2	data	datum	NOUN
iassist-967	270	3	quality	quality	NOUN
iassist-967	270	4	in	in	ADP
iassist-967	270	5	citizen	citizen	NOUN
iassist-967	270	6	science	science	NOUN
iassist-967	270	7	.	.	PUNCT
iassist-967	271	1	frontiers	frontier	NOUN
iassist-967	271	2	in	in	ADP
iassist-967	271	3	ecology	ecology	NOUN
iassist-967	271	4	and	and	CCONJ
iassist-967	271	5	the	the	DET
iassist-967	271	6	environment	environment	NOUN
iassist-967	271	7	,	,	PUNCT
iassist-967	271	8	14(10	14(10	NUM
iassist-967	271	9	)	)	PUNCT
iassist-967	271	10	,	,	PUNCT
iassist-967	271	11	pp.551	pp.551	PROPN
iassist-967	271	12	-	-	PUNCT
iassist-967	271	13	560	560	NUM
iassist-967	271	14	.	.	PUNCT
iassist-967	272	1	https://doi.org/10.1002/fee.1436	https://doi.org/10.1002/fee.1436	PROPN
iassist-967	272	2	mcnutt	mcnutt	PROPN
iassist-967	272	3	,	,	PUNCT
iassist-967	272	4	m.	m.	NOUN
iassist-967	272	5	(	(	PUNCT
iassist-967	272	6	2014	2014	NUM
iassist-967	272	7	)	)	PUNCT
iassist-967	272	8	.	.	PUNCT
iassist-967	273	1	journals	journal	NOUN
iassist-967	273	2	unite	unite	VERB
iassist-967	273	3	for	for	ADP
iassist-967	273	4	reproducibility	reproducibility	NOUN
iassist-967	273	5	.	.	PUNCT
iassist-967	274	1	science	science	NOUN
iassist-967	274	2	,	,	PUNCT
iassist-967	274	3	346(6210	346(6210	NOUN
iassist-967	274	4	)	)	PUNCT
iassist-967	274	5	,	,	PUNCT
iassist-967	274	6	pp.679	pp.679	NOUN
iassist-967	274	7	-	-	NOUN
iassist-967	274	8	679	679	NUM
iassist-967	274	9	.	.	PUNCT
iassist-967	275	1	https://doi.org/10.1126/science.aaa1724	https://doi.org/10.1126/science.aaa1724	NOUN
iassist-967	275	2	munafò	munafò	VERB
iassist-967	275	3	,	,	PUNCT
iassist-967	275	4	m.	m.	NOUN
iassist-967	275	5	,	,	PUNCT
iassist-967	275	6	nosek	nosek	PROPN
iassist-967	275	7	,	,	PUNCT
iassist-967	275	8	b.	b.	PROPN
iassist-967	275	9	,	,	PUNCT
iassist-967	275	10	bishop	bishop	PROPN
iassist-967	275	11	,	,	PUNCT
iassist-967	275	12	d.	d.	PROPN
iassist-967	275	13	,	,	PUNCT
iassist-967	275	14	button	button	PROPN
iassist-967	275	15	,	,	PUNCT
iassist-967	275	16	k.	k.	PROPN
iassist-967	275	17	,	,	PUNCT
iassist-967	275	18	chambers	chamber	NOUN
iassist-967	275	19	,	,	PUNCT
iassist-967	275	20	c.	c.	PROPN
iassist-967	275	21	,	,	PUNCT
iassist-967	275	22	percie	percie	NOUN
iassist-967	275	23	du	du	PROPN
iassist-967	275	24	sert	sert	PROPN
iassist-967	275	25	,	,	PUNCT
iassist-967	275	26	n.	n.	PROPN
iassist-967	275	27	,	,	PUNCT
iassist-967	275	28	simonsohn	simonsohn	PROPN
iassist-967	275	29	,	,	PUNCT
iassist-967	275	30	u.	u.	PROPN
iassist-967	275	31	,	,	PUNCT
iassist-967	275	32	wagenmakers	wagenmakers	PROPN
iassist-967	275	33	,	,	PUNCT
iassist-967	275	34	e.	e.	PROPN
iassist-967	275	35	,	,	PUNCT
iassist-967	275	36	ware	ware	PROPN
iassist-967	275	37	,	,	PUNCT
iassist-967	275	38	j.	j.	PROPN
iassist-967	275	39	and	and	CCONJ
iassist-967	275	40	ioannidis	ioannidis	PROPN
iassist-967	275	41	,	,	PUNCT
iassist-967	275	42	j.	j.	PROPN
iassist-967	275	43	(	(	PUNCT
iassist-967	275	44	2017	2017	NUM
iassist-967	275	45	)	)	PUNCT
iassist-967	275	46	.	.	PUNCT
iassist-967	276	1	a	a	DET
iassist-967	276	2	manifesto	manifesto	NOUN
iassist-967	276	3	for	for	ADP
iassist-967	276	4	reproducible	reproducible	ADJ
iassist-967	276	5	science	science	NOUN
iassist-967	276	6	.	.	PUNCT
iassist-967	277	1	nature	nature	NOUN
iassist-967	277	2	human	human	ADJ
iassist-967	277	3	behaviour	behaviour	NOUN
iassist-967	277	4	,	,	PUNCT
iassist-967	277	5	1(1	1(1	NUM
iassist-967	277	6	)	)	PUNCT
iassist-967	277	7	.	.	PUNCT
iassist-967	278	1	https://doi.org/10.1038/s41562-016-0021	https://doi.org/10.1038/s41562-016-0021	PROPN
iassist-967	278	2	national	national	ADJ
iassist-967	278	3	academies	academy	NOUN
iassist-967	278	4	of	of	ADP
iassist-967	278	5	sciences	science	NOUN
iassist-967	278	6	,	,	PUNCT
iassist-967	278	7	engineering	engineering	NOUN
iassist-967	278	8	,	,	PUNCT
iassist-967	278	9	and	and	CCONJ
iassist-967	278	10	medicine	medicine	NOUN
iassist-967	278	11	(	(	PUNCT
iassist-967	278	12	2019	2019	NUM
iassist-967	278	13	)	)	PUNCT
iassist-967	278	14	.	.	PUNCT
iassist-967	279	1	reproducibility	reproducibility	NOUN
iassist-967	279	2	and	and	CCONJ
iassist-967	279	3	replicability	replicability	NOUN
iassist-967	279	4	in	in	ADP
iassist-967	279	5	science	science	NOUN
iassist-967	279	6	.	.	PUNCT
iassist-967	280	1	washington	washington	PROPN
iassist-967	280	2	,	,	PUNCT
iassist-967	280	3	dc	dc	PROPN
iassist-967	280	4	:	:	PUNCT
iassist-967	280	5	the	the	DET
iassist-967	280	6	national	national	PROPN
iassist-967	280	7	academies	academies	PROPN
iassist-967	280	8	press	press	PROPN
iassist-967	280	9	.	.	PUNCT
iassist-967	281	1	https://doi.org/10.17226/25303	https://doi.org/10.17226/25303	PROPN
iassist-967	281	2	national	national	PROPN
iassist-967	281	3	institute	institute	PROPN
iassist-967	281	4	of	of	ADP
iassist-967	281	5	standards	standard	NOUN
iassist-967	281	6	and	and	CCONJ
iassist-967	281	7	technology	technology	NOUN
iassist-967	281	8	(	(	PUNCT
iassist-967	281	9	2009	2009	NUM
iassist-967	281	10	)	)	PUNCT
iassist-967	281	11	.	.	PUNCT
iassist-967	282	1	nist	nist	NOUN
iassist-967	282	2	information	information	NOUN
iassist-967	282	3	quality	quality	NOUN
iassist-967	282	4	standards	standard	NOUN
iassist-967	282	5	.	.	PUNCT
iassist-967	283	1	[	[	X
iassist-967	283	2	online	online	X
iassist-967	283	3	]	]	X
iassist-967	283	4	available	available	ADJ
iassist-967	283	5	at	at	ADP
iassist-967	283	6	:	:	PUNCT
iassist-967	283	7	https://www.nist.gov/nist-information-quality-standards	https://www.nist.gov/nist-information-quality-standard	NOUN
iassist-967	284	1	[	[	X
iassist-967	284	2	accessed	access	VERB
iassist-967	284	3	18	18	NUM
iassist-967	284	4	oct	oct	NOUN
iassist-967	284	5	.	.	PROPN
iassist-967	284	6	2019	2019	NUM
iassist-967	284	7	]	]	PUNCT
iassist-967	284	8	open	open	ADJ
iassist-967	284	9	science	science	NOUN
iassist-967	284	10	collaboration	collaboration	NOUN
iassist-967	284	11	(	(	PUNCT
iassist-967	284	12	2015	2015	NUM
iassist-967	284	13	)	)	PUNCT
iassist-967	284	14	.	.	PUNCT
iassist-967	285	1	estimating	estimate	VERB
iassist-967	285	2	the	the	DET
iassist-967	285	3	reproducibility	reproducibility	NOUN
iassist-967	285	4	of	of	ADP
iassist-967	285	5	psychological	psychological	ADJ
iassist-967	285	6	science	science	NOUN
iassist-967	285	7	.	.	PUNCT
iassist-967	286	1	science	science	NOUN
iassist-967	286	2	,	,	PUNCT
iassist-967	286	3	349(6251	349(6251	NUM
iassist-967	286	4	)	)	PUNCT
iassist-967	286	5	,	,	PUNCT
iassist-967	286	6	aac4716	aac4716	NOUN
iassist-967	286	7	.	.	PUNCT
iassist-967	287	1	https://doi.org/10.1126/science.aac4716	https://doi.org/10.1126/science.aac4716	PROPN
iassist-967	287	2	peng	peng	PROPN
iassist-967	287	3	,	,	PUNCT
iassist-967	287	4	r.	r.	PROPN
iassist-967	287	5	,	,	PUNCT
iassist-967	287	6	dominici	dominici	PROPN
iassist-967	287	7	,	,	PUNCT
iassist-967	287	8	f.	f.	PROPN
iassist-967	287	9	and	and	CCONJ
iassist-967	287	10	zeger	zeger	PROPN
iassist-967	287	11	,	,	PUNCT
iassist-967	287	12	s.	s.	PROPN
iassist-967	287	13	(	(	PUNCT
iassist-967	287	14	2006	2006	NUM
iassist-967	287	15	)	)	PUNCT
iassist-967	287	16	.	.	PUNCT
iassist-967	287	17	reproducible	reproducible	VERB
iassist-967	287	18	epidemiologic	epidemiologic	ADJ
iassist-967	287	19	research	research	NOUN
iassist-967	287	20	.	.	PUNCT
iassist-967	288	1	american	american	ADJ
iassist-967	288	2	journal	journal	PROPN
iassist-967	288	3	of	of	ADP
iassist-967	288	4	epidemiology	epidemiology	NOUN
iassist-967	288	5	,	,	PUNCT
iassist-967	288	6	163(9	163(9	NUM
iassist-967	288	7	)	)	PUNCT
iassist-967	288	8	,	,	PUNCT
iassist-967	288	9	pp.783	pp.783	NOUN
iassist-967	288	10	-	-	PUNCT
iassist-967	288	11	789	789	NUM
iassist-967	288	12	.	.	PUNCT
iassist-967	289	1	https://doi.org/10.1093/aje/kwj093	https://doi.org/10.1093/aje/kwj093	PROPN
iassist-967	289	2	plant	plant	NOUN
iassist-967	289	3	,	,	PUNCT
iassist-967	289	4	a.	a.	NOUN
iassist-967	289	5	,	,	PUNCT
iassist-967	289	6	becker	becker	PROPN
iassist-967	289	7	,	,	PUNCT
iassist-967	289	8	c.	c.	PROPN
iassist-967	289	9	,	,	PUNCT
iassist-967	289	10	hanisch	hanisch	PROPN
iassist-967	289	11	,	,	PUNCT
iassist-967	289	12	r.	r.	PROPN
iassist-967	289	13	,	,	PUNCT
iassist-967	289	14	boisvert	boisvert	PROPN
iassist-967	289	15	,	,	PUNCT
iassist-967	289	16	r.	r.	PROPN
iassist-967	289	17	,	,	PUNCT
iassist-967	289	18	possolo	possolo	PROPN
iassist-967	289	19	,	,	PUNCT
iassist-967	289	20	a.	a.	NOUN
iassist-967	289	21	and	and	CCONJ
iassist-967	289	22	elliott	elliott	PROPN
iassist-967	289	23	,	,	PUNCT
iassist-967	289	24	j.	j.	PROPN
iassist-967	289	25	(	(	PUNCT
iassist-967	289	26	2018	2018	NUM
iassist-967	289	27	)	)	PUNCT
iassist-967	289	28	.	.	PUNCT
iassist-967	290	1	how	how	SCONJ
iassist-967	290	2	measurement	measurement	NOUN
iassist-967	290	3	science	science	NOUN
iassist-967	290	4	can	can	AUX
iassist-967	290	5	improve	improve	VERB
iassist-967	290	6	confidence	confidence	NOUN
iassist-967	290	7	in	in	ADP
iassist-967	290	8	research	research	NOUN
iassist-967	290	9	results	result	NOUN
iassist-967	290	10	.	.	PUNCT
iassist-967	291	1	plos	plos	PROPN
iassist-967	291	2	biology	biology	PROPN
iassist-967	291	3	,	,	PUNCT
iassist-967	291	4	16(4	16(4	NUM
iassist-967	291	5	)	)	PUNCT
iassist-967	291	6	,	,	PUNCT
iassist-967	291	7	p.e2004299	p.e2004299	NOUN
iassist-967	291	8	.	.	PUNCT
iassist-967	292	1	https://doi.org/10.1371/journal.pbio.2004299	https://doi.org/10.1371/journal.pbio.2004299	PROPN
iassist-967	292	2	redman	redman	PROPN
iassist-967	292	3	,	,	PUNCT
iassist-967	292	4	t.	t.	PROPN
iassist-967	292	5	(	(	PUNCT
iassist-967	292	6	2008	2008	NUM
iassist-967	292	7	)	)	PUNCT
iassist-967	292	8	.	.	PUNCT
iassist-967	293	1	data	datum	NOUN
iassist-967	293	2	driven	drive	VERB
iassist-967	293	3	:	:	PUNCT
iassist-967	293	4	profiting	profit	VERB
iassist-967	293	5	from	from	ADP
iassist-967	293	6	your	your	PRON
iassist-967	293	7	most	most	ADV
iassist-967	293	8	important	important	ADJ
iassist-967	293	9	business	business	NOUN
iassist-967	293	10	asset	asset	NOUN
iassist-967	293	11	.	.	PUNCT
iassist-967	294	1	boston	boston	PROPN
iassist-967	294	2	:	:	PUNCT
iassist-967	294	3	harvard	harvard	PROPN
iassist-967	294	4	business	business	PROPN
iassist-967	294	5	review	review	PROPN
iassist-967	294	6	press	press	NOUN
iassist-967	294	7	.	.	PUNCT
iassist-967	295	1	spector	spector	PROPN
iassist-967	295	2	,	,	PUNCT
iassist-967	295	3	j.	j.	PROPN
iassist-967	295	4	,	,	PUNCT
iassist-967	295	5	johnson	johnson	PROPN
iassist-967	295	6	,	,	PUNCT
iassist-967	295	7	t.	t.	PROPN
iassist-967	295	8	and	and	CCONJ
iassist-967	295	9	young	young	ADJ
iassist-967	295	10	,	,	PUNCT
iassist-967	295	11	p.	p.	NOUN
iassist-967	295	12	(	(	PUNCT
iassist-967	295	13	2014	2014	NUM
iassist-967	295	14	)	)	PUNCT
iassist-967	295	15	.	.	PUNCT
iassist-967	296	1	an	an	DET
iassist-967	296	2	editorial	editorial	NOUN
iassist-967	296	3	on	on	ADP
iassist-967	296	4	replication	replication	NOUN
iassist-967	296	5	studies	study	NOUN
iassist-967	296	6	and	and	CCONJ
iassist-967	296	7	scaling	scale	VERB
iassist-967	296	8	up	up	ADP
iassist-967	296	9	efforts	effort	NOUN
iassist-967	296	10	.	.	PUNCT
iassist-967	297	1	educational	educational	ADJ
iassist-967	297	2	technology	technology	NOUN
iassist-967	297	3	research	research	NOUN
iassist-967	297	4	and	and	CCONJ
iassist-967	297	5	development	development	NOUN
iassist-967	297	6	,	,	PUNCT
iassist-967	297	7	63(1	63(1	NUM
iassist-967	297	8	)	)	PUNCT
iassist-967	297	9	,	,	PUNCT
iassist-967	297	10	pp.1	pp.1	NOUN
iassist-967	297	11	-	-	PUNCT
iassist-967	297	12	4	4	NUM
iassist-967	297	13	.	.	PUNCT
iassist-967	298	1	https://doi.org/10.1007/s11423-0149364-3	https://doi.org/10.1007/s11423-0149364-3	ADJ
iassist-967	298	2	stroebe	stroebe	NOUN
iassist-967	298	3	,	,	PUNCT
iassist-967	298	4	w.	w.	NOUN
iassist-967	298	5	,	,	PUNCT
iassist-967	298	6	postmes	postme	NOUN
iassist-967	298	7	,	,	PUNCT
iassist-967	298	8	t.	t.	NOUN
iassist-967	298	9	and	and	CCONJ
iassist-967	298	10	spears	spear	NOUN
iassist-967	298	11	,	,	PUNCT
iassist-967	298	12	r.	r.	PROPN
iassist-967	298	13	(	(	PUNCT
iassist-967	298	14	2012	2012	NUM
iassist-967	298	15	)	)	PUNCT
iassist-967	298	16	.	.	PUNCT
iassist-967	299	1	scientific	scientific	ADJ
iassist-967	299	2	misconduct	misconduct	NOUN
iassist-967	299	3	and	and	CCONJ
iassist-967	299	4	the	the	DET
iassist-967	299	5	myth	myth	NOUN
iassist-967	299	6	of	of	ADP
iassist-967	299	7	self	self	NOUN
iassist-967	299	8	-	-	PUNCT
iassist-967	299	9	correction	correction	NOUN
iassist-967	299	10	in	in	ADP
iassist-967	299	11	science	science	NOUN
iassist-967	299	12	.	.	PUNCT
iassist-967	300	1	perspectives	perspective	NOUN
iassist-967	300	2	on	on	ADP
iassist-967	300	3	psychological	psychological	ADJ
iassist-967	300	4	science	science	NOUN
iassist-967	300	5	,	,	PUNCT
iassist-967	300	6	7(6	7(6	NUM
iassist-967	300	7	)	)	PUNCT
iassist-967	300	8	,	,	PUNCT
iassist-967	300	9	pp.670	pp.670	NOUN
iassist-967	300	10	-	-	PUNCT
iassist-967	300	11	688	688	NUM
iassist-967	300	12	.	.	PUNCT
iassist-967	301	1	https://doi.org/10.1177/1745691612460687	https://doi.org/10.1177/1745691612460687	PROPN
iassist-967	301	2	taylor	taylor	PROPN
iassist-967	301	3	,	,	PUNCT
iassist-967	301	4	j.	j.	PROPN
iassist-967	301	5	(	(	PUNCT
iassist-967	301	6	1987	1987	NUM
iassist-967	301	7	)	)	PUNCT
iassist-967	301	8	.	.	PUNCT
iassist-967	302	1	quality	quality	NOUN
iassist-967	302	2	assurance	assurance	NOUN
iassist-967	302	3	of	of	ADP
iassist-967	302	4	chemical	chemical	ADJ
iassist-967	302	5	measurements	measurement	NOUN
iassist-967	302	6	.	.	PUNCT
iassist-967	303	1	chelsea	chelsea	PROPN
iassist-967	303	2	:	:	PUNCT
iassist-967	303	3	lewis	lewis	PROPN
iassist-967	303	4	publ	publ	PROPN
iassist-967	303	5	.	.	PUNCT
iassist-967	304	1	weir	weir	PROPN
iassist-967	304	2	,	,	PUNCT
iassist-967	304	3	k.	k.	PROPN
iassist-967	304	4	(	(	PUNCT
iassist-967	304	5	2015	2015	NUM
iassist-967	304	6	)	)	PUNCT
iassist-967	304	7	.	.	PUNCT
iassist-967	305	1	a	a	DET
iassist-967	305	2	reproducibility	reproducibility	NOUN
iassist-967	305	3	crisis	crisis	NOUN
iassist-967	305	4	?	?	PUNCT
iassist-967	305	5	.	.	PUNCT
iassist-967	306	1	monitor	monitor	VERB
iassist-967	306	2	on	on	ADP
iassist-967	306	3	psychology	psychology	NOUN
iassist-967	306	4	,	,	PUNCT
iassist-967	306	5	[	[	X
iassist-967	306	6	online	online	X
iassist-967	306	7	]	]	X
iassist-967	306	8	46(9	46(9	NOUN
iassist-967	306	9	)	)	PUNCT
iassist-967	306	10	,	,	PUNCT
iassist-967	306	11	p.39	p.39	PROPN
iassist-967	306	12	.	.	PUNCT
iassist-967	306	13	available	available	ADJ
iassist-967	306	14	at	at	ADP
iassist-967	306	15	:	:	PUNCT
iassist-967	306	16	https://www.apa.org/monitor/2015/10/share-reproducibility	https://www.apa.org/monitor/2015/10/share-reproducibility	NOUN
iassist-967	307	1	[	[	PUNCT
iassist-967	307	2	accessed	access	VERB
iassist-967	307	3	10	10	NUM
iassist-967	307	4	sep	sep	NOUN
iassist-967	307	5	.	.	PROPN
iassist-967	308	1	2019	2019	NUM
iassist-967	308	2	]	]	PUNCT
iassist-967	308	3	.	.	PUNCT
iassist-967	309	1	wiggins	wiggins	PROPN
iassist-967	309	2	,	,	PUNCT
iassist-967	309	3	a.	a.	PROPN
iassist-967	309	4	,	,	PUNCT
iassist-967	309	5	newman	newman	PROPN
iassist-967	309	6	,	,	PUNCT
iassist-967	309	7	g.	g.	PROPN
iassist-967	309	8	,	,	PUNCT
iassist-967	309	9	stevenson	stevenson	PROPN
iassist-967	309	10	,	,	PUNCT
iassist-967	309	11	r.	r.	PROPN
iassist-967	309	12	and	and	CCONJ
iassist-967	309	13	crowston	crowston	PROPN
iassist-967	309	14	,	,	PUNCT
iassist-967	309	15	k.	k.	PROPN
iassist-967	309	16	(	(	PUNCT
iassist-967	309	17	2011	2011	NUM
iassist-967	309	18	)	)	PUNCT
iassist-967	309	19	.	.	PUNCT
iassist-967	310	1	mechanisms	mechanism	NOUN
iassist-967	310	2	for	for	ADP
iassist-967	310	3	data	datum	NOUN
iassist-967	310	4	quality	quality	NOUN
iassist-967	310	5	and	and	CCONJ
iassist-967	310	6	validation	validation	NOUN
iassist-967	310	7	in	in	ADP
iassist-967	310	8	citizen	citizen	PROPN
iassist-967	310	9	science	science	NOUN
iassist-967	310	10	.	.	PUNCT
iassist-967	311	1	2011	2011	NUM
iassist-967	311	2	ieee	ieee	PROPN
iassist-967	311	3	seventh	seventh	ADJ
iassist-967	311	4	international	international	ADJ
iassist-967	311	5	conference	conference	NOUN
iassist-967	311	6	on	on	ADP
iassist-967	311	7	e	e	NOUN
iassist-967	311	8	-	-	NOUN
iassist-967	311	9	science	science	NOUN
iassist-967	311	10	workshops	workshop	NOUN
iassist-967	311	11	.	.	PUNCT
iassist-967	312	1	https://doi.org/10.1109/esciencew.2011.27	https://doi.org/10.1109/esciencew.2011.27	PROPN
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iassist-967	312	3	https://doi.org/10.1021/acs.jpclett.5b00285	https://doi.org/10.1021/acs.jpclett.5b00285	PROPN
iassist-967	312	4	https://doi.org/10.1002/fee.1436	https://doi.org/10.1002/fee.1436	PROPN
iassist-967	312	5	https://doi.org/10.1126/science.aaa1724	https://doi.org/10.1126/science.aaa1724	PROPN
iassist-967	312	6	https://doi.org/10.1038/s41562-016-0021	https://doi.org/10.1038/s41562-016-0021	NOUN
iassist-967	312	7	https://doi.org/10.17226/25303	https://doi.org/10.17226/25303	NUM
iassist-967	312	8	https://www.nist.gov/nist-information-quality-standards	https://www.nist.gov/nist-information-quality-standards	ADP
iassist-967	312	9	https://doi.org/10.1126/science.aac4716	https://doi.org/10.1126/science.aac4716	NOUN
iassist-967	312	10	https://doi.org/10.1093/aje/kwj093	https://doi.org/10.1093/aje/kwj093	PROPN
iassist-967	312	11	https://doi.org/10.1371/journal.pbio.2004299	https://doi.org/10.1371/journal.pbio.2004299	NOUN
iassist-967	312	12	https://doi.org/10.1371/journal.pbio.2004299	https://doi.org/10.1371/journal.pbio.2004299	NOUN
iassist-967	312	13	https://doi.org/10.1007/s11423-014-9364-3	https://doi.org/10.1007/s11423-014-9364-3	NUM
iassist-967	312	14	https://doi.org/10.1007/s11423-014-9364-3	https://doi.org/10.1007/s11423-014-9364-3	NUM
iassist-967	312	15	https://doi.org/10.1177/1745691612460687	https://doi.org/10.1177/1745691612460687	NUM
iassist-967	312	16	https://doi.org/10.1177/1745691612460687	https://doi.org/10.1177/1745691612460687	PROPN
iassist-967	312	17	https://www.apa.org/monitor/2015/10/share-reproducibility	https://www.apa.org/monitor/2015/10/share-reproducibility	NOUN
iassist-967	312	18	https://doi.org/10.1109/esciencew.2011.27	https://doi.org/10.1109/esciencew.2011.27	PROPN
iassist-967	312	19	16/26	16/26	NUM
iassist-967	312	20	antognoli	antognoli	NOUN
iassist-967	312	21	,	,	PUNCT
iassist-967	312	22	erin	erin	NOUN
iassist-967	312	23	;	;	PUNCT
iassist-967	312	24	avila	avila	PROPN
iassist-967	312	25	,	,	PUNCT
iassist-967	312	26	regina	regina	PROPN
iassist-967	312	27	;	;	PUNCT
iassist-967	312	28	sears	sears	PROPN
iassist-967	312	29	,	,	PUNCT
iassist-967	312	30	jonathan	jonathan	PROPN
iassist-967	312	31	;	;	PUNCT
iassist-967	312	32	christiansen	christiansen	PROPN
iassist-967	312	33	,	,	PUNCT
iassist-967	312	34	leighton	leighton	PROPN
iassist-967	312	35	;	;	PUNCT
iassist-967	312	36	tieman	tieman	NOUN
iassist-967	312	37	,	,	PUNCT
iassist-967	312	38	jessica	jessica	PROPN
iassist-967	312	39	;	;	PUNCT
iassist-967	312	40	hart	hart	PROPN
iassist-967	312	41	,	,	PUNCT
iassist-967	312	42	jacquelyn	jacquelyn	PROPN
iassist-967	312	43	(	(	PUNCT
iassist-967	312	44	2020	2020	NUM
iassist-967	312	45	)	)	PUNCT
iassist-967	312	46	reproducibility	reproducibility	NOUN
iassist-967	312	47	literature	literature	NOUN
iassist-967	312	48	analysis	analysis	NOUN
iassist-967	312	49	a	a	DET
iassist-967	312	50	federal	federal	ADJ
iassist-967	312	51	information	information	NOUN
iassist-967	312	52	professional	professional	PROPN
iassist-967	312	53	perspective	perspective	NOUN
iassist-967	312	54	,	,	PUNCT
iassist-967	312	55	iassist	iassist	VERB
iassist-967	312	56	quarterly	quarterly	ADJ
iassist-967	312	57	44(1	44(1	PROPN
iassist-967	312	58	-	-	PUNCT
iassist-967	312	59	2	2	NUM
iassist-967	312	60	)	)	PUNCT
iassist-967	312	61	,	,	PUNCT
iassist-967	312	62	pp	pp	ADJ
iassist-967	312	63	.	.	PUNCT
iassist-967	313	1	1	1	NUM
iassist-967	313	2	-	-	SYM
iassist-967	313	3	26	26	NUM
iassist-967	313	4	.	.	PUNCT
iassist-967	314	1	doi	doi	NOUN
iassist-967	314	2	:	:	PUNCT
iassist-967	314	3	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	314	4	wilkinson	wilkinson	PROPN
iassist-967	314	5	,	,	PUNCT
iassist-967	314	6	m.d	m.d	PROPN
iassist-967	314	7	.	.	PROPN
iassist-967	314	8	,	,	PUNCT
iassist-967	314	9	dumontier	dumontier	NOUN
iassist-967	314	10	,	,	PUNCT
iassist-967	314	11	m.	m.	NOUN
iassist-967	314	12	,	,	PUNCT
iassist-967	314	13	aalbersberg	aalbersberg	PROPN
iassist-967	314	14	,	,	PUNCT
iassist-967	314	15	i.j	i.j	PROPN
iassist-967	314	16	.	.	PROPN
iassist-967	314	17	,	,	PUNCT
iassist-967	314	18	appleton	appleton	PROPN
iassist-967	314	19	,	,	PUNCT
iassist-967	314	20	g.	g.	PROPN
iassist-967	314	21	,	,	PUNCT
iassist-967	314	22	axton	axton	PROPN
iassist-967	314	23	,	,	PUNCT
iassist-967	314	24	m.	m.	NOUN
iassist-967	314	25	,	,	PUNCT
iassist-967	314	26	baak	baak	NOUN
iassist-967	314	27	,	,	PUNCT
iassist-967	314	28	a.	a.	NOUN
iassist-967	314	29	,	,	PUNCT
iassist-967	314	30	blomberg	blomberg	PROPN
iassist-967	314	31	,	,	PUNCT
iassist-967	314	32	n.	n.	NOUN
iassist-967	314	33	,	,	PUNCT
iassist-967	314	34	boiten	boiten	VERB
iassist-967	314	35	,	,	PUNCT
iassist-967	314	36	j.w	j.w	PROPN
iassist-967	314	37	.	.	PROPN
iassist-967	314	38	,	,	PUNCT
iassist-967	314	39	da	da	PROPN
iassist-967	314	40	silva	silva	PROPN
iassist-967	314	41	santos	santos	PROPN
iassist-967	314	42	,	,	PUNCT
iassist-967	314	43	l.b	l.b	PROPN
iassist-967	314	44	.	.	PROPN
iassist-967	314	45	,	,	PUNCT
iassist-967	314	46	bourne	bourne	NOUN
iassist-967	314	47	,	,	PUNCT
iassist-967	314	48	p.e	p.e	PROPN
iassist-967	314	49	.	.	PROPN
iassist-967	314	50	and	and	CCONJ
iassist-967	314	51	bouwman	bouwman	PROPN
iassist-967	314	52	,	,	PUNCT
iassist-967	314	53	j.	j.	PROPN
iassist-967	314	54	,	,	PUNCT
iassist-967	314	55	2016	2016	NUM
iassist-967	314	56	.	.	PUNCT
iassist-967	315	1	the	the	DET
iassist-967	315	2	fair	fair	ADJ
iassist-967	315	3	guiding	guide	VERB
iassist-967	315	4	principles	principle	NOUN
iassist-967	315	5	for	for	ADP
iassist-967	315	6	scientific	scientific	ADJ
iassist-967	315	7	data	datum	NOUN
iassist-967	315	8	management	management	NOUN
iassist-967	315	9	and	and	CCONJ
iassist-967	315	10	stewardship	stewardship	NOUN
iassist-967	315	11	.	.	PUNCT
iassist-967	316	1	scientific	scientific	ADJ
iassist-967	316	2	data	datum	NOUN
iassist-967	316	3	,	,	PUNCT
iassist-967	316	4	3	3	X
iassist-967	316	5	.	.	PUNCT
iassist-967	317	1	https://doi.org/10.1038/sdata.2016.18	https://doi.org/10.1038/sdata.2016.18	PROPN
iassist-967	317	2	würbel	würbel	PROPN
iassist-967	317	3	,	,	PUNCT
iassist-967	317	4	h.	h.	PROPN
iassist-967	317	5	(	(	PUNCT
iassist-967	317	6	2017	2017	NUM
iassist-967	317	7	)	)	PUNCT
iassist-967	317	8	.	.	PUNCT
iassist-967	318	1	more	more	ADJ
iassist-967	318	2	than	than	ADP
iassist-967	318	3	3rs	3rs	NOUN
iassist-967	318	4	:	:	PUNCT
iassist-967	318	5	the	the	DET
iassist-967	318	6	importance	importance	NOUN
iassist-967	318	7	of	of	ADP
iassist-967	318	8	scientific	scientific	ADJ
iassist-967	318	9	validity	validity	NOUN
iassist-967	318	10	for	for	ADP
iassist-967	318	11	harm	harm	NOUN
iassist-967	318	12	-	-	PUNCT
iassist-967	318	13	benefit	benefit	NOUN
iassist-967	318	14	analysis	analysis	NOUN
iassist-967	318	15	of	of	ADP
iassist-967	318	16	animal	animal	NOUN
iassist-967	318	17	research	research	NOUN
iassist-967	318	18	.	.	PUNCT
iassist-967	319	1	lab	lab	NOUN
iassist-967	319	2	animal	animal	NOUN
iassist-967	319	3	,	,	PUNCT
iassist-967	319	4	46(4	46(4	NOUN
iassist-967	319	5	)	)	PUNCT
iassist-967	319	6	,	,	PUNCT
iassist-967	319	7	pp.164	pp.164	NOUN
iassist-967	319	8	-	-	PUNCT
iassist-967	319	9	166	166	NUM
iassist-967	319	10	.	.	PUNCT
iassist-967	320	1	https://doi.org/10.1038/laban.1220	https://doi.org/10.1038/laban.1220	PROPN
iassist-967	320	2	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	320	3	https://doi.org/10.1038/sdata.2016.18	https://doi.org/10.1038/sdata.2016.18	PROPN
iassist-967	320	4	https://doi.org/10.1038/laban.1220	https://doi.org/10.1038/laban.1220	NOUN
iassist-967	320	5	17/26	17/26	NUM
iassist-967	320	6	antognoli	antognoli	NOUN
iassist-967	320	7	,	,	PUNCT
iassist-967	320	8	erin	erin	NOUN
iassist-967	320	9	;	;	PUNCT
iassist-967	320	10	avila	avila	PROPN
iassist-967	320	11	,	,	PUNCT
iassist-967	320	12	regina	regina	PROPN
iassist-967	320	13	;	;	PUNCT
iassist-967	320	14	sears	sears	PROPN
iassist-967	320	15	,	,	PUNCT
iassist-967	320	16	jonathan	jonathan	PROPN
iassist-967	320	17	;	;	PUNCT
iassist-967	320	18	christiansen	christiansen	PROPN
iassist-967	320	19	,	,	PUNCT
iassist-967	320	20	leighton	leighton	PROPN
iassist-967	320	21	;	;	PUNCT
iassist-967	320	22	tieman	tieman	NOUN
iassist-967	320	23	,	,	PUNCT
iassist-967	320	24	jessica	jessica	PROPN
iassist-967	320	25	;	;	PUNCT
iassist-967	320	26	hart	hart	PROPN
iassist-967	320	27	,	,	PUNCT
iassist-967	320	28	jacquelyn	jacquelyn	PROPN
iassist-967	320	29	(	(	PUNCT
iassist-967	320	30	2020	2020	NUM
iassist-967	320	31	)	)	PUNCT
iassist-967	320	32	reproducibility	reproducibility	NOUN
iassist-967	320	33	literature	literature	NOUN
iassist-967	320	34	analysis	analysis	NOUN
iassist-967	320	35	a	a	DET
iassist-967	320	36	federal	federal	ADJ
iassist-967	320	37	information	information	NOUN
iassist-967	320	38	professional	professional	PROPN
iassist-967	320	39	perspective	perspective	NOUN
iassist-967	320	40	,	,	PUNCT
iassist-967	320	41	iassist	iassist	VERB
iassist-967	320	42	quarterly	quarterly	ADJ
iassist-967	320	43	44(1	44(1	PROPN
iassist-967	320	44	-	-	PUNCT
iassist-967	320	45	2	2	NUM
iassist-967	320	46	)	)	PUNCT
iassist-967	320	47	,	,	PUNCT
iassist-967	320	48	pp	pp	ADJ
iassist-967	320	49	.	.	PUNCT
iassist-967	321	1	1	1	NUM
iassist-967	321	2	-	-	SYM
iassist-967	321	3	26	26	NUM
iassist-967	321	4	.	.	PUNCT
iassist-967	322	1	doi	doi	NOUN
iassist-967	322	2	:	:	PUNCT
iassist-967	322	3	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	322	4	appendix	appendix	VERB
iassist-967	322	5	a	a	DET
iassist-967	322	6	list	list	NOUN
iassist-967	322	7	of	of	ADP
iassist-967	322	8	resources	resource	NOUN
iassist-967	322	9	evaluated	evaluate	VERB
iassist-967	322	10	aceves	aceve	NOUN
iassist-967	322	11	-	-	PUNCT
iassist-967	322	12	bueno	bueno	PROPN
iassist-967	322	13	,	,	PUNCT
iassist-967	322	14	e.	e.	PROPN
iassist-967	322	15	,	,	PUNCT
iassist-967	322	16	adeleye	adeleye	NOUN
iassist-967	322	17	,	,	PUNCT
iassist-967	322	18	a.	a.	NOUN
iassist-967	322	19	,	,	PUNCT
iassist-967	322	20	feraud	feraud	PROPN
iassist-967	322	21	,	,	PUNCT
iassist-967	322	22	m.	m.	NOUN
iassist-967	322	23	,	,	PUNCT
iassist-967	322	24	huang	huang	PROPN
iassist-967	322	25	,	,	PUNCT
iassist-967	322	26	y.	y.	PROPN
iassist-967	322	27	,	,	PUNCT
iassist-967	322	28	tao	tao	PROPN
iassist-967	322	29	,	,	PUNCT
iassist-967	322	30	m.	m.	NOUN
iassist-967	322	31	,	,	PUNCT
iassist-967	322	32	yang	yang	PROPN
iassist-967	322	33	,	,	PUNCT
iassist-967	322	34	y.	y.	PROPN
iassist-967	322	35	and	and	CCONJ
iassist-967	322	36	anderson	anderson	PROPN
iassist-967	322	37	,	,	PUNCT
iassist-967	322	38	s.	s.	PROPN
iassist-967	322	39	(	(	PUNCT
iassist-967	322	40	2017	2017	NUM
iassist-967	322	41	)	)	PUNCT
iassist-967	322	42	.	.	PUNCT
iassist-967	323	1	the	the	DET
iassist-967	323	2	accuracy	accuracy	NOUN
iassist-967	323	3	of	of	ADP
iassist-967	323	4	citizen	citizen	PROPN
iassist-967	323	5	science	science	PROPN
iassist-967	323	6	data	data	PROPN
iassist-967	323	7	:	:	PUNCT
iassist-967	323	8	a	a	DET
iassist-967	323	9	quantitative	quantitative	ADJ
iassist-967	323	10	review	review	NOUN
iassist-967	323	11	.	.	PUNCT
iassist-967	324	1	the	the	DET
iassist-967	324	2	bulletin	bulletin	NOUN
iassist-967	324	3	of	of	ADP
iassist-967	324	4	the	the	DET
iassist-967	324	5	ecological	ecological	ADJ
iassist-967	324	6	society	society	NOUN
iassist-967	324	7	of	of	ADP
iassist-967	324	8	america	america	PROPN
iassist-967	324	9	,	,	PUNCT
iassist-967	324	10	98(4	98(4	NUM
iassist-967	324	11	)	)	PUNCT
iassist-967	324	12	,	,	PUNCT
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iassist-967	324	14	-	-	SYM
iassist-967	324	15	290	290	NUM
iassist-967	324	16	.	.	PUNCT
iassist-967	325	1	https://doi.org/10.1002/bes2.1336	https://doi.org/10.1002/bes2.1336	NOUN
iassist-967	325	2	aguinis	aguinis	PROPN
iassist-967	325	3	,	,	PUNCT
iassist-967	325	4	h.	h.	PROPN
iassist-967	325	5	,	,	PUNCT
iassist-967	325	6	cascio	cascio	PROPN
iassist-967	325	7	,	,	PUNCT
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iassist-967	325	9	and	and	CCONJ
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iassist-967	325	11	,	,	PUNCT
iassist-967	325	12	r.	r.	PROPN
iassist-967	325	13	(	(	PUNCT
iassist-967	325	14	2017	2017	NUM
iassist-967	325	15	)	)	PUNCT
iassist-967	325	16	.	.	PUNCT
iassist-967	326	1	science	science	NOUN
iassist-967	326	2	’s	’s	PART
iassist-967	326	3	reproducibility	reproducibility	NOUN
iassist-967	326	4	and	and	CCONJ
iassist-967	326	5	replicability	replicability	NOUN
iassist-967	326	6	crisis	crisis	NOUN
iassist-967	326	7	:	:	PUNCT
iassist-967	326	8	international	international	ADJ
iassist-967	326	9	business	business	NOUN
iassist-967	326	10	is	be	AUX
iassist-967	326	11	not	not	PART
iassist-967	326	12	immune	immune	ADJ
iassist-967	326	13	.	.	PUNCT
iassist-967	327	1	journal	journal	NOUN
iassist-967	327	2	of	of	ADP
iassist-967	327	3	international	international	ADJ
iassist-967	327	4	business	business	NOUN
iassist-967	327	5	studies	study	NOUN
iassist-967	327	6	,	,	PUNCT
iassist-967	327	7	48(6	48(6	NOUN
iassist-967	327	8	)	)	PUNCT
iassist-967	327	9	,	,	PUNCT
iassist-967	327	10	pp.653	pp.653	PROPN
iassist-967	327	11	-	-	PUNCT
iassist-967	327	12	663	663	NUM
iassist-967	327	13	.	.	PUNCT
iassist-967	328	1	https://doi.org/10.1057/s41267-017-0081-0	https://doi.org/10.1057/s41267-017-0081-0	NUM
iassist-967	328	2	akpan	akpan	NOUN
iassist-967	328	3	,	,	PUNCT
iassist-967	328	4	n.	n.	NOUN
iassist-967	328	5	(	(	PUNCT
iassist-967	328	6	2017	2017	NUM
iassist-967	328	7	)	)	PUNCT
iassist-967	328	8	.	.	PUNCT
iassist-967	329	1	why	why	SCONJ
iassist-967	329	2	bad	bad	ADJ
iassist-967	329	3	science	science	NOUN
iassist-967	329	4	is	be	AUX
iassist-967	329	5	plaguing	plague	VERB
iassist-967	329	6	health	health	NOUN
iassist-967	329	7	research	research	NOUN
iassist-967	329	8	—	—	PUNCT
iassist-967	329	9	and	and	CCONJ
iassist-967	329	10	how	how	SCONJ
iassist-967	329	11	to	to	PART
iassist-967	329	12	fix	fix	VERB
iassist-967	329	13	it	it	PRON
iassist-967	329	14	.	.	PUNCT
iassist-967	330	1	[	[	X
iassist-967	330	2	online	online	X
iassist-967	330	3	]	]	X
iassist-967	330	4	pbs	pbs	PROPN
iassist-967	330	5	newshour	newshour	PROPN
iassist-967	330	6	.	.	PUNCT
iassist-967	330	7	available	available	ADJ
iassist-967	330	8	at	at	ADP
iassist-967	330	9	:	:	PUNCT
iassist-967	330	10	https://www.pbs.org/newshour/science/why-bad-science-is-plaguing-healthresearch-rigor-mortis-richard-harris	https://www.pbs.org/newshour/science/why-bad-science-is-plaguing-healthresearch-rigor-mortis-richard-harris	NOUN
iassist-967	331	1	[	[	X
iassist-967	331	2	accessed	access	VERB
iassist-967	331	3	10	10	NUM
iassist-967	331	4	sep	sep	NOUN
iassist-967	331	5	.	.	PROPN
iassist-967	331	6	2019	2019	NUM
iassist-967	331	7	]	]	PUNCT
iassist-967	331	8	.	.	PUNCT
iassist-967	332	1	anderson	anderson	PROPN
iassist-967	332	2	,	,	PUNCT
iassist-967	332	3	c.	c.	PROPN
iassist-967	332	4	,	,	PUNCT
iassist-967	332	5	anderson	anderson	PROPN
iassist-967	332	6	,	,	PUNCT
iassist-967	332	7	j.	j.	PROPN
iassist-967	332	8	,	,	PUNCT
iassist-967	332	9	assen	assen	PROPN
iassist-967	332	10	,	,	PUNCT
iassist-967	332	11	m.	m.	NOUN
iassist-967	332	12	,	,	PUNCT
iassist-967	332	13	attridge	attridge	ADJ
iassist-967	332	14	,	,	PUNCT
iassist-967	332	15	p.	p.	NOUN
iassist-967	332	16	,	,	PUNCT
iassist-967	332	17	attwood	attwood	PROPN
iassist-967	332	18	,	,	PUNCT
iassist-967	332	19	a.	a.	PROPN
iassist-967	332	20	,	,	PUNCT
iassist-967	332	21	axt	axt	PROPN
iassist-967	332	22	,	,	PUNCT
iassist-967	332	23	j.	j.	PROPN
iassist-967	332	24	,	,	PUNCT
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iassist-967	332	26	,	,	PUNCT
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iassist-967	332	28	,	,	PUNCT
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iassist-967	332	30	,	,	PUNCT
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iassist-967	332	33	,	,	PUNCT
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iassist-967	332	35	,	,	PUNCT
iassist-967	332	36	e.	e.	PROPN
iassist-967	332	37	and	and	CCONJ
iassist-967	332	38	barnett	barnett	PROPN
iassist-967	332	39	-	-	PUNCT
iassist-967	332	40	cowan	cowan	PROPN
iassist-967	332	41	,	,	PUNCT
iassist-967	332	42	m.	m.	NOUN
iassist-967	332	43	(	(	PUNCT
iassist-967	332	44	2019	2019	NUM
iassist-967	332	45	)	)	PUNCT
iassist-967	332	46	.	.	PUNCT
iassist-967	333	1	reproducibility	reproducibility	NOUN
iassist-967	333	2	project	project	NOUN
iassist-967	333	3	:	:	PUNCT
iassist-967	333	4	psychology	psychology	NOUN
iassist-967	333	5	.	.	PUNCT
iassist-967	334	1	[	[	X
iassist-967	334	2	online	online	X
iassist-967	334	3	]	]	X
iassist-967	334	4	osf	osf	PROPN
iassist-967	334	5	.	.	PUNCT
iassist-967	335	1	available	available	ADJ
iassist-967	335	2	at	at	ADP
iassist-967	335	3	:	:	PUNCT
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iassist-967	335	5	[	[	PUNCT
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iassist-967	335	7	10	10	NUM
iassist-967	335	8	sep	sep	NOUN
iassist-967	335	9	.	.	PROPN
iassist-967	336	1	2019	2019	NUM
iassist-967	336	2	]	]	PUNCT
iassist-967	336	3	.	.	PUNCT
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iassist-967	337	3	,	,	PUNCT
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iassist-967	337	5	(	(	PUNCT
iassist-967	337	6	2015	2015	NUM
iassist-967	337	7	)	)	PUNCT
iassist-967	337	8	.	.	PUNCT
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iassist-967	338	5	.	.	PUNCT
iassist-967	339	1	(	(	PUNCT
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iassist-967	339	3	)	)	PUNCT
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iassist-967	340	2	.	.	PUNCT
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iassist-967	340	4	at	at	ADP
iassist-967	340	5	:	:	PUNCT
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iassist-967	340	7	[	[	PUNCT
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iassist-967	340	9	10	10	NUM
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iassist-967	340	38	,	,	PUNCT
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iassist-967	340	40	,	,	PUNCT
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iassist-967	340	42	,	,	PUNCT
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iassist-967	340	44	,	,	PUNCT
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iassist-967	340	46	,	,	PUNCT
iassist-967	340	47	kliegl	kliegl	PROPN
iassist-967	340	48	,	,	PUNCT
iassist-967	340	49	r.	r.	PROPN
iassist-967	340	50	,	,	PUNCT
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iassist-967	340	52	,	,	PUNCT
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iassist-967	340	54	,	,	PUNCT
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iassist-967	340	56	,	,	PUNCT
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iassist-967	340	58	,	,	PUNCT
iassist-967	340	59	roberts	roberts	PROPN
iassist-967	340	60	,	,	PUNCT
iassist-967	340	61	b.	b.	PROPN
iassist-967	340	62	,	,	PUNCT
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iassist-967	340	64	,	,	PUNCT
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iassist-967	340	74	h.	h.	PROPN
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iassist-967	340	76	wicherts	wichert	NOUN
iassist-967	340	77	,	,	PUNCT
iassist-967	340	78	j.	j.	PROPN
iassist-967	340	79	(	(	PUNCT
iassist-967	340	80	2013	2013	NUM
iassist-967	340	81	)	)	PUNCT
iassist-967	340	82	.	.	PUNCT
iassist-967	341	1	recommendations	recommendation	NOUN
iassist-967	341	2	for	for	ADP
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iassist-967	341	4	replicability	replicability	NOUN
iassist-967	341	5	in	in	ADP
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iassist-967	341	7	.	.	PUNCT
iassist-967	342	1	european	european	ADJ
iassist-967	342	2	journal	journal	PROPN
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iassist-967	342	5	,	,	PUNCT
iassist-967	342	6	27(2	27(2	PRON
iassist-967	342	7	)	)	PUNCT
iassist-967	342	8	,	,	PUNCT
iassist-967	342	9	pp.108	pp.108	PROPN
iassist-967	342	10	-	-	PUNCT
iassist-967	342	11	119	119	NUM
iassist-967	342	12	.	.	PUNCT
iassist-967	343	1	https://doi.org/10.1002/per.1919	https://doi.org/10.1002/per.1919	PROPN
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iassist-967	343	3	,	,	PUNCT
iassist-967	343	4	m.	m.	NOUN
iassist-967	343	5	(	(	PUNCT
iassist-967	343	6	2015	2015	NUM
iassist-967	343	7	)	)	PUNCT
iassist-967	343	8	.	.	PUNCT
iassist-967	344	1	over	over	ADP
iassist-967	344	2	half	half	NOUN
iassist-967	344	3	of	of	ADP
iassist-967	344	4	psychology	psychology	NOUN
iassist-967	344	5	studies	study	NOUN
iassist-967	344	6	fail	fail	VERB
iassist-967	344	7	reproducibility	reproducibility	NOUN
iassist-967	344	8	test	test	NOUN
iassist-967	344	9	.	.	PUNCT
iassist-967	345	1	nature	nature	NOUN
iassist-967	345	2	.	.	PUNCT
iassist-967	346	1	https://doi.org/10.1038/nature.2015.18248	https://doi.org/10.1038/nature.2015.18248	PROPN
iassist-967	346	2	baker	baker	PROPN
iassist-967	346	3	,	,	PUNCT
iassist-967	346	4	m.	m.	NOUN
iassist-967	346	5	(	(	PUNCT
iassist-967	346	6	2016	2016	NUM
iassist-967	346	7	)	)	PUNCT
iassist-967	346	8	.	.	PUNCT
iassist-967	347	1	1,500	1,500	NUM
iassist-967	347	2	scientists	scientist	NOUN
iassist-967	347	3	lift	lift	VERB
iassist-967	347	4	the	the	DET
iassist-967	347	5	lid	lid	NOUN
iassist-967	347	6	on	on	ADP
iassist-967	347	7	reproducibility	reproducibility	NOUN
iassist-967	347	8	.	.	PUNCT
iassist-967	348	1	nature	nature	NOUN
iassist-967	348	2	,	,	PUNCT
iassist-967	348	3	533(7604	533(7604	NUM
iassist-967	348	4	)	)	PUNCT
iassist-967	348	5	,	,	PUNCT
iassist-967	348	6	pp.452	pp.452	NOUN
iassist-967	348	7	-	-	PUNCT
iassist-967	348	8	454	454	NUM
iassist-967	348	9	.	.	PUNCT
iassist-967	348	10	https://doi.org/10.1038/533452a	https://doi.org/10.1038/533452a	PROPN
iassist-967	349	1	baker	baker	PROPN
iassist-967	349	2	,	,	PUNCT
iassist-967	349	3	m.	m.	NOUN
iassist-967	349	4	(	(	PUNCT
iassist-967	349	5	2016	2016	NUM
iassist-967	349	6	)	)	PUNCT
iassist-967	349	7	.	.	PUNCT
iassist-967	350	1	how	how	SCONJ
iassist-967	350	2	quality	quality	NOUN
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iassist-967	350	4	could	could	AUX
iassist-967	350	5	save	save	VERB
iassist-967	350	6	your	your	PRON
iassist-967	350	7	science	science	NOUN
iassist-967	350	8	.	.	PUNCT
iassist-967	351	1	nature	nature	NOUN
iassist-967	351	2	,	,	PUNCT
iassist-967	351	3	529(7587	529(7587	NUM
iassist-967	351	4	)	)	PUNCT
iassist-967	351	5	,	,	PUNCT
iassist-967	351	6	pp.456	pp.456	PROPN
iassist-967	351	7	-	-	PUNCT
iassist-967	351	8	458	458	NUM
iassist-967	351	9	.	.	PUNCT
iassist-967	352	1	https://doi.org/10.1038/529456a	https://doi.org/10.1038/529456a	PROPN
iassist-967	352	2	baker	baker	PROPN
iassist-967	352	3	,	,	PUNCT
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iassist-967	352	5	(	(	PUNCT
iassist-967	352	6	2016	2016	NUM
iassist-967	352	7	)	)	PUNCT
iassist-967	352	8	.	.	PUNCT
iassist-967	353	1	muddled	muddle	VERB
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iassist-967	353	7	reproducibility	reproducibility	NOUN
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iassist-967	353	9	.	.	PUNCT
iassist-967	354	1	nature	nature	NOUN
iassist-967	354	2	.	.	PUNCT
iassist-967	355	1	https://doi.org/10.1038/nature.2016.20076	https://doi.org/10.1038/nature.2016.20076	PROPN
iassist-967	355	2	baker	baker	PROPN
iassist-967	355	3	,	,	PUNCT
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iassist-967	355	5	(	(	PUNCT
iassist-967	355	6	2016	2016	NUM
iassist-967	355	7	)	)	PUNCT
iassist-967	355	8	.	.	PUNCT
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iassist-967	356	3	reproducibility	reproducibility	NOUN
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iassist-967	356	5	is	be	AUX
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iassist-967	357	1	nature	nature	NOUN
iassist-967	357	2	.	.	PUNCT
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iassist-967	358	5	(	(	PUNCT
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iassist-967	358	7	)	)	PUNCT
iassist-967	358	8	.	.	PUNCT
iassist-967	358	9	is	be	AUX
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iassist-967	358	12	?	?	PUNCT
iassist-967	359	1	the	the	DET
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iassist-967	359	4	.	.	PUNCT
iassist-967	360	1	[	[	X
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iassist-967	360	3	]	]	PUNCT
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iassist-967	360	6	.	.	PUNCT
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iassist-967	361	2	at	at	ADP
iassist-967	361	3	:	:	PUNCT
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iassist-967	364	30	)	)	PUNCT
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iassist-967	364	42	44(1	44(1	PROPN
iassist-967	364	43	-	-	PUNCT
iassist-967	364	44	2	2	NUM
iassist-967	364	45	)	)	PUNCT
iassist-967	364	46	,	,	PUNCT
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iassist-967	364	48	.	.	PUNCT
iassist-967	365	1	1	1	NUM
iassist-967	365	2	-	-	SYM
iassist-967	365	3	26	26	NUM
iassist-967	365	4	.	.	PUNCT
iassist-967	366	1	doi	doi	NOUN
iassist-967	366	2	:	:	PUNCT
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iassist-967	366	5	,	,	PUNCT
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iassist-967	366	9	,	,	PUNCT
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iassist-967	366	11	(	(	PUNCT
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iassist-967	366	13	)	)	PUNCT
iassist-967	366	14	.	.	PUNCT
iassist-967	367	1	could	could	AUX
iassist-967	367	2	blockchain	blockchain	AUX
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iassist-967	367	4	the	the	DET
iassist-967	367	5	technical	technical	ADJ
iassist-967	367	6	fix	fix	NOUN
iassist-967	367	7	to	to	PART
iassist-967	367	8	solve	solve	VERB
iassist-967	367	9	science	science	NOUN
iassist-967	367	10	’s	’s	PART
iassist-967	367	11	reproducibility	reproducibility	NOUN
iassist-967	367	12	crisis	crisis	NOUN
iassist-967	367	13	?	?	PUNCT
iassist-967	367	14	.	.	PUNCT
iassist-967	368	1	lse	lse	NOUN
iassist-967	368	2	impact	impact	NOUN
iassist-967	368	3	of	of	ADP
iassist-967	368	4	social	social	ADJ
iassist-967	368	5	sciences	science	NOUN
iassist-967	368	6	.	.	PUNCT
iassist-967	369	1	[	[	X
iassist-967	369	2	online	online	X
iassist-967	369	3	]	]	X
iassist-967	369	4	available	available	ADJ
iassist-967	369	5	at	at	ADP
iassist-967	369	6	:	:	PUNCT
iassist-967	369	7	http://eprints.lse.ac.uk/67354/1/could_blockchain_provide_technical_fix.pdf	http://eprints.lse.ac.uk/67354/1/could_blockchain_provide_technical_fix.pdf	NOUN
iassist-967	369	8	[	[	X
iassist-967	369	9	accessed	access	VERB
iassist-967	369	10	13	13	NUM
iassist-967	369	11	aug	aug	NOUN
iassist-967	369	12	.	.	PROPN
iassist-967	369	13	2019	2019	NUM
iassist-967	369	14	]	]	PUNCT
iassist-967	369	15	.	.	PUNCT
iassist-967	370	1	bastian	bastian	PROPN
iassist-967	370	2	,	,	PUNCT
iassist-967	370	3	h.	h.	PROPN
iassist-967	370	4	(	(	PUNCT
iassist-967	370	5	2016	2016	NUM
iassist-967	370	6	)	)	PUNCT
iassist-967	370	7	.	.	PUNCT
iassist-967	371	1	reproducibility	reproducibility	NOUN
iassist-967	371	2	crisis	crisis	NOUN
iassist-967	371	3	timeline	timeline	NOUN
iassist-967	371	4	—	—	PUNCT
iassist-967	371	5	milestones	milestone	NOUN
iassist-967	371	6	in	in	ADP
iassist-967	371	7	tackling	tackle	VERB
iassist-967	371	8	research	research	NOUN
iassist-967	371	9	reliability	reliability	NOUN
iassist-967	371	10	.	.	PUNCT
iassist-967	372	1	[	[	X
iassist-967	372	2	online	online	X
iassist-967	372	3	]	]	X
iassist-967	372	4	phys.org	phys.org	X
iassist-967	372	5	.	.	PUNCT
iassist-967	372	6	available	available	ADJ
iassist-967	372	7	at	at	ADP
iassist-967	372	8	:	:	PUNCT
iassist-967	372	9	https://phys.org/news/2016-12-crisis-timelinemilestones-tackling-reliability.html	https://phys.org/news/2016-12-crisis-timelinemilestones-tackling-reliability.html	PROPN
iassist-967	372	10	[	[	AUX
iassist-967	372	11	accessed	access	VERB
iassist-967	372	12	10	10	NUM
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iassist-967	373	2	]	]	PUNCT
iassist-967	373	3	.	.	PUNCT
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iassist-967	374	2	,	,	PUNCT
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iassist-967	374	4	(	(	PUNCT
iassist-967	374	5	2015	2015	NUM
iassist-967	374	6	)	)	PUNCT
iassist-967	374	7	.	.	PUNCT
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iassist-967	375	7	:	:	PUNCT
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iassist-967	375	9	of	of	ADP
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iassist-967	375	14	-	-	PUNCT
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iassist-967	375	16	crisis	crisis	NOUN
iassist-967	375	17	in	in	ADP
iassist-967	375	18	medical	medical	ADJ
iassist-967	375	19	research	research	NOUN
iassist-967	375	20	.	.	PUNCT
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iassist-967	376	2	of	of	ADP
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iassist-967	376	4	in	in	ADP
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iassist-967	376	7	,	,	PUNCT
iassist-967	376	8	1(1	1(1	NUM
iassist-967	376	9	)	)	PUNCT
iassist-967	376	10	.	.	PUNCT
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iassist-967	377	3	,	,	PUNCT
iassist-967	377	4	c.	c.	PROPN
iassist-967	377	5	(	(	PUNCT
iassist-967	377	6	2013	2013	NUM
iassist-967	377	7	)	)	PUNCT
iassist-967	377	8	.	.	PUNCT
iassist-967	378	1	six	six	NUM
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iassist-967	378	3	flags	flag	NOUN
iassist-967	378	4	for	for	ADP
iassist-967	378	5	suspect	suspect	ADJ
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iassist-967	378	7	.	.	PUNCT
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iassist-967	379	2	,	,	PUNCT
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iassist-967	379	4	)	)	PUNCT
iassist-967	379	5	,	,	PUNCT
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iassist-967	379	7	-	-	PUNCT
iassist-967	379	8	434	434	NUM
iassist-967	379	9	.	.	PUNCT
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iassist-967	380	2	begley	begley	PROPN
iassist-967	380	3	,	,	PUNCT
iassist-967	380	4	c.	c.	PROPN
iassist-967	380	5	and	and	CCONJ
iassist-967	380	6	ioannidis	ioannidis	PROPN
iassist-967	380	7	,	,	PUNCT
iassist-967	380	8	j.	j.	PROPN
iassist-967	380	9	(	(	PUNCT
iassist-967	380	10	2015	2015	NUM
iassist-967	380	11	)	)	PUNCT
iassist-967	380	12	.	.	PUNCT
iassist-967	381	1	reproducibility	reproducibility	NOUN
iassist-967	381	2	in	in	ADP
iassist-967	381	3	science	science	NOUN
iassist-967	381	4	.	.	PUNCT
iassist-967	382	1	circulation	circulation	NOUN
iassist-967	382	2	research	research	NOUN
iassist-967	382	3	,	,	PUNCT
iassist-967	382	4	116(1	116(1	NUM
iassist-967	382	5	)	)	PUNCT
iassist-967	382	6	,	,	PUNCT
iassist-967	382	7	pp.116	pp.116	PROPN
iassist-967	382	8	-	-	PUNCT
iassist-967	382	9	126	126	NUM
iassist-967	382	10	.	.	PUNCT
iassist-967	383	1	https://doi.org/10.1161/circresaha.114.303819	https://doi.org/10.1161/circresaha.114.303819	PROPN
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iassist-967	383	3	,	,	PUNCT
iassist-967	383	4	d.	d.	PROPN
iassist-967	383	5	,	,	PUNCT
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iassist-967	383	7	,	,	PUNCT
iassist-967	383	8	b.	b.	PROPN
iassist-967	383	9	,	,	PUNCT
iassist-967	383	10	aguinis	aguinis	PROPN
iassist-967	383	11	,	,	PUNCT
iassist-967	383	12	h.	h.	PROPN
iassist-967	383	13	and	and	CCONJ
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iassist-967	383	15	,	,	PUNCT
iassist-967	383	16	m.	m.	NOUN
iassist-967	383	17	(	(	PUNCT
iassist-967	383	18	2017	2017	NUM
iassist-967	383	19	)	)	PUNCT
iassist-967	383	20	.	.	PUNCT
iassist-967	383	21	is	be	AUX
iassist-967	383	22	there	there	PRON
iassist-967	383	23	a	a	DET
iassist-967	383	24	credibility	credibility	NOUN
iassist-967	383	25	crisis	crisis	NOUN
iassist-967	383	26	in	in	ADP
iassist-967	383	27	strategic	strategic	ADJ
iassist-967	383	28	management	management	NOUN
iassist-967	383	29	research	research	NOUN
iassist-967	383	30	?	?	PUNCT
iassist-967	384	1	evidence	evidence	NOUN
iassist-967	384	2	on	on	ADP
iassist-967	384	3	the	the	DET
iassist-967	384	4	reproducibility	reproducibility	NOUN
iassist-967	384	5	of	of	ADP
iassist-967	384	6	study	study	NOUN
iassist-967	384	7	findings	finding	NOUN
iassist-967	384	8	.	.	PUNCT
iassist-967	385	1	strategic	strategic	ADJ
iassist-967	385	2	organization	organization	NOUN
iassist-967	385	3	,	,	PUNCT
iassist-967	385	4	15(3	15(3	NUM
iassist-967	385	5	)	)	PUNCT
iassist-967	385	6	,	,	PUNCT
iassist-967	385	7	pp.423	pp.423	NOUN
iassist-967	385	8	-	-	SYM
iassist-967	385	9	436	436	NUM
iassist-967	385	10	.	.	PUNCT
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iassist-967	386	3	,	,	PUNCT
iassist-967	386	4	m.	m.	NOUN
iassist-967	386	5	(	(	PUNCT
iassist-967	386	6	2013	2013	NUM
iassist-967	386	7	)	)	PUNCT
iassist-967	386	8	.	.	PUNCT
iassist-967	387	1	reproducibility	reproducibility	NOUN
iassist-967	387	2	:	:	PUNCT
iassist-967	387	3	the	the	DET
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iassist-967	387	5	of	of	ADP
iassist-967	387	6	the	the	DET
iassist-967	387	7	replication	replication	NOUN
iassist-967	387	8	drive	drive	NOUN
iassist-967	387	9	.	.	PUNCT
iassist-967	388	1	nature	nature	NOUN
iassist-967	388	2	,	,	PUNCT
iassist-967	388	3	503(7476	503(7476	NOUN
iassist-967	388	4	)	)	PUNCT
iassist-967	388	5	,	,	PUNCT
iassist-967	388	6	pp.333	pp.333	PROPN
iassist-967	388	7	-	-	PUNCT
iassist-967	388	8	334	334	NUM
iassist-967	388	9	.	.	PUNCT
iassist-967	389	1	https://doi.org/10.1038/503333a	https://doi.org/10.1038/503333a	PROPN
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iassist-967	389	3	,	,	PUNCT
iassist-967	389	4	k.	k.	PROPN
iassist-967	389	5	,	,	PUNCT
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iassist-967	389	7	,	,	PUNCT
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iassist-967	389	9	,	,	PUNCT
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iassist-967	389	19	,	,	PUNCT
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iassist-967	389	23	,	,	PUNCT
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iassist-967	389	25	(	(	PUNCT
iassist-967	389	26	2015	2015	NUM
iassist-967	389	27	)	)	PUNCT
iassist-967	389	28	.	.	PUNCT
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iassist-967	390	2	,	,	PUNCT
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iassist-967	390	4	,	,	PUNCT
iassist-967	390	5	and	and	CCONJ
iassist-967	390	6	economic	economic	ADJ
iassist-967	390	7	sciences	science	NOUN
iassist-967	390	8	perspectives	perspective	NOUN
iassist-967	390	9	on	on	ADP
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iassist-967	390	11	and	and	CCONJ
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iassist-967	390	13	science	science	NOUN
iassist-967	390	14	.	.	PUNCT
iassist-967	391	1	[	[	X
iassist-967	391	2	online	online	X
iassist-967	391	3	]	]	X
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iassist-967	392	2	.	.	PUNCT
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iassist-967	392	4	at	at	ADP
iassist-967	392	5	:	:	PUNCT
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iassist-967	393	1	[	[	X
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iassist-967	393	5	.	.	PROPN
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iassist-967	394	3	.	.	PUNCT
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iassist-967	395	2	,	,	PUNCT
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iassist-967	396	2	-	-	PUNCT
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iassist-967	397	6	)	)	PUNCT
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iassist-967	397	9	-	-	SYM
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iassist-967	400	4	:	:	PUNCT
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iassist-967	401	1	[	[	X
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iassist-967	401	5	.	.	PUNCT
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iassist-967	402	2	at	at	ADP
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iassist-967	403	3	.	.	PUNCT
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iassist-967	404	55	s.	s.	PROPN
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iassist-967	404	58	,	,	PUNCT
iassist-967	404	59	g.	g.	PROPN
iassist-967	404	60	,	,	PUNCT
iassist-967	404	61	pfeiffer	pfeiffer	PROPN
iassist-967	404	62	,	,	PUNCT
iassist-967	404	63	t.	t.	PROPN
iassist-967	404	64	,	,	PUNCT
iassist-967	404	65	razen	razen	PROPN
iassist-967	404	66	,	,	PUNCT
iassist-967	404	67	m.	m.	NOUN
iassist-967	404	68	and	and	CCONJ
iassist-967	404	69	wu	wu	PROPN
iassist-967	404	70	,	,	PUNCT
iassist-967	404	71	h.	h.	PROPN
iassist-967	404	72	(	(	PUNCT
iassist-967	404	73	2016	2016	NUM
iassist-967	404	74	)	)	PUNCT
iassist-967	404	75	.	.	PUNCT
iassist-967	405	1	evaluating	evaluate	VERB
iassist-967	405	2	replicability	replicability	NOUN
iassist-967	405	3	of	of	ADP
iassist-967	405	4	laboratory	laboratory	NOUN
iassist-967	405	5	experiments	experiment	NOUN
iassist-967	405	6	in	in	ADP
iassist-967	405	7	economics	economic	NOUN
iassist-967	405	8	.	.	PUNCT
iassist-967	406	1	science	science	NOUN
iassist-967	406	2	,	,	PUNCT
iassist-967	406	3	351(6280	351(6280	NUM
iassist-967	406	4	)	)	PUNCT
iassist-967	406	5	,	,	PUNCT
iassist-967	406	6	pp.1433	pp.1433	PROPN
iassist-967	406	7	-	-	PUNCT
iassist-967	406	8	1436	1436	NUM
iassist-967	406	9	.	.	PUNCT
iassist-967	407	1	https://doi.org/10.1126/science.aaf0918	https://doi.org/10.1126/science.aaf0918	NOUN
iassist-967	407	2	camerer	camerer	PROPN
iassist-967	407	3	,	,	PUNCT
iassist-967	407	4	c.	c.	PROPN
iassist-967	407	5	,	,	PUNCT
iassist-967	407	6	dreber	dreber	PROPN
iassist-967	407	7	,	,	PUNCT
iassist-967	407	8	a.	a.	NOUN
iassist-967	407	9	,	,	PUNCT
iassist-967	407	10	holzmeister	holzmeister	PROPN
iassist-967	407	11	,	,	PUNCT
iassist-967	407	12	f.	f.	PROPN
iassist-967	407	13	,	,	PUNCT
iassist-967	407	14	ho	ho	PROPN
iassist-967	407	15	,	,	PUNCT
iassist-967	407	16	t.	t.	PROPN
iassist-967	407	17	,	,	PUNCT
iassist-967	407	18	huber	huber	PROPN
iassist-967	407	19	,	,	PUNCT
iassist-967	407	20	j.	j.	PROPN
iassist-967	407	21	,	,	PUNCT
iassist-967	407	22	johannesson	johannesson	PROPN
iassist-967	407	23	,	,	PUNCT
iassist-967	407	24	m.	m.	NOUN
iassist-967	407	25	,	,	PUNCT
iassist-967	407	26	kirchler	kirchler	NOUN
iassist-967	407	27	,	,	PUNCT
iassist-967	407	28	m.	m.	NOUN
iassist-967	407	29	,	,	PUNCT
iassist-967	407	30	nave	nave	NOUN
iassist-967	407	31	,	,	PUNCT
iassist-967	407	32	g.	g.	PROPN
iassist-967	407	33	,	,	PUNCT
iassist-967	407	34	nosek	nosek	PROPN
iassist-967	407	35	,	,	PUNCT
iassist-967	407	36	b.	b.	PROPN
iassist-967	407	37	,	,	PUNCT
iassist-967	407	38	pfeiffer	pfeiffer	PROPN
iassist-967	407	39	,	,	PUNCT
iassist-967	407	40	t.	t.	PROPN
iassist-967	407	41	,	,	PUNCT
iassist-967	407	42	altmejd	altmejd	PROPN
iassist-967	407	43	,	,	PUNCT
iassist-967	407	44	a.	a.	NOUN
iassist-967	407	45	,	,	PUNCT
iassist-967	407	46	buttrick	buttrick	ADJ
iassist-967	407	47	,	,	PUNCT
iassist-967	407	48	n.	n.	NOUN
iassist-967	407	49	,	,	PUNCT
iassist-967	407	50	chan	chan	PROPN
iassist-967	407	51	,	,	PUNCT
iassist-967	407	52	t.	t.	PROPN
iassist-967	407	53	,	,	PUNCT
iassist-967	407	54	chen	chen	PROPN
iassist-967	407	55	,	,	PUNCT
iassist-967	407	56	y.	y.	PROPN
iassist-967	407	57	,	,	PUNCT
iassist-967	407	58	forsell	forsell	PROPN
iassist-967	407	59	,	,	PUNCT
iassist-967	407	60	e.	e.	PROPN
iassist-967	407	61	,	,	PUNCT
iassist-967	407	62	gampa	gampa	PROPN
iassist-967	407	63	,	,	PUNCT
iassist-967	407	64	a.	a.	NOUN
iassist-967	407	65	,	,	PUNCT
iassist-967	407	66	heikensten	heikensten	PROPN
iassist-967	407	67	,	,	PUNCT
iassist-967	407	68	e.	e.	PROPN
iassist-967	407	69	,	,	PUNCT
iassist-967	407	70	hummer	hummer	PROPN
iassist-967	407	71	,	,	PUNCT
iassist-967	407	72	l.	l.	PROPN
iassist-967	407	73	,	,	PUNCT
iassist-967	407	74	imai	imai	PROPN
iassist-967	407	75	,	,	PUNCT
iassist-967	407	76	t.	t.	PROPN
iassist-967	407	77	,	,	PUNCT
iassist-967	407	78	isaksson	isaksson	PROPN
iassist-967	407	79	,	,	PUNCT
iassist-967	407	80	s.	s.	PROPN
iassist-967	407	81	,	,	PUNCT
iassist-967	407	82	manfredi	manfredi	PROPN
iassist-967	407	83	,	,	PUNCT
iassist-967	407	84	d.	d.	PROPN
iassist-967	407	85	,	,	PUNCT
iassist-967	407	86	rose	rise	VERB
iassist-967	407	87	,	,	PUNCT
iassist-967	407	88	j.	j.	PROPN
iassist-967	407	89	,	,	PUNCT
iassist-967	407	90	wagenmakers	wagenmakers	PROPN
iassist-967	407	91	,	,	PUNCT
iassist-967	407	92	e.	e.	PROPN
iassist-967	407	93	and	and	CCONJ
iassist-967	407	94	wu	wu	PROPN
iassist-967	407	95	,	,	PUNCT
iassist-967	407	96	h.	h.	PROPN
iassist-967	407	97	(	(	PUNCT
iassist-967	407	98	2018	2018	NUM
iassist-967	407	99	)	)	PUNCT
iassist-967	407	100	.	.	PUNCT
iassist-967	408	1	evaluating	evaluate	VERB
iassist-967	408	2	the	the	DET
iassist-967	408	3	replicability	replicability	NOUN
iassist-967	408	4	of	of	ADP
iassist-967	408	5	social	social	ADJ
iassist-967	408	6	science	science	NOUN
iassist-967	408	7	experiments	experiment	NOUN
iassist-967	408	8	in	in	ADP
iassist-967	408	9	nature	nature	NOUN
iassist-967	408	10	and	and	CCONJ
iassist-967	408	11	science	science	NOUN
iassist-967	408	12	between	between	ADP
iassist-967	408	13	2010	2010	NUM
iassist-967	408	14	and	and	CCONJ
iassist-967	408	15	2015	2015	NUM
iassist-967	408	16	.	.	PUNCT
iassist-967	409	1	nature	nature	NOUN
iassist-967	409	2	human	human	ADJ
iassist-967	409	3	behaviour	behaviour	NOUN
iassist-967	409	4	,	,	PUNCT
iassist-967	409	5	2(9	2(9	NUM
iassist-967	409	6	)	)	PUNCT
iassist-967	409	7	,	,	PUNCT
iassist-967	409	8	pp.637	pp.637	NOUN
iassist-967	409	9	-	-	PUNCT
iassist-967	409	10	644	644	NUM
iassist-967	409	11	.	.	PUNCT
iassist-967	410	1	https://doi.org/10.1038/s41562-018-0399-z	https://doi.org/10.1038/s41562-018-0399-z	PROPN
iassist-967	410	2	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	410	3	http://eprints.lse.ac.uk/67354/1/could_blockchain_provide_technical_fix.pdf	http://eprints.lse.ac.uk/67354/1/could_blockchain_provide_technical_fix.pdf	PROPN
iassist-967	410	4	https://phys.org/news/2016-12-crisis-timelinemilestones-tackling-reliability.html	https://phys.org/news/2016-12-crisis-timelinemilestones-tackling-reliability.html	PROPN
iassist-967	410	5	https://doi.org/10.15586/jcbmr.2015.8	https://doi.org/10.15586/jcbmr.2015.8	NOUN
iassist-967	411	1	https://doi.org/10.1038/497433a	https://doi.org/10.1038/497433a	PUNCT
iassist-967	411	2	https://doi.org/10.1161/circresaha.114.303819	https://doi.org/10.1161/circresaha.114.303819	ADJ
iassist-967	411	3	https://doi.org/10.1177/1476127017701076	https://doi.org/10.1177/1476127017701076	NOUN
iassist-967	411	4	https://doi.org/10.1038/503333a	https://doi.org/10.1038/503333a	PUNCT
iassist-967	412	1	https://www.nsf.gov/sbe/ac_materials/sbe_robust_and_reliable_research_report.pdf	https://www.nsf.gov/sbe/ac_materials/sbe_robust_and_reliable_research_report.pdf	PROPN
iassist-967	412	2	https://doi.org/10.1198/tas.2011.10129	https://doi.org/10.1198/tas.2011.10129	NOUN
iassist-967	412	3	http://www.oii.ox.ac.uk/events/?id=487	http://www.oii.ox.ac.uk/events/?id=487	PROPN
iassist-967	412	4	https://doi.org/10.1126/science.aaf0918	https://doi.org/10.1126/science.aaf0918	NOUN
iassist-967	412	5	https://doi.org/10.1038/s41562-018-0399-z	https://doi.org/10.1038/s41562-018-0399-z	PROPN
iassist-967	412	6	19/26	19/26	NUM
iassist-967	412	7	antognoli	antognoli	NOUN
iassist-967	412	8	,	,	PUNCT
iassist-967	412	9	erin	erin	NOUN
iassist-967	412	10	;	;	PUNCT
iassist-967	412	11	avila	avila	PROPN
iassist-967	412	12	,	,	PUNCT
iassist-967	412	13	regina	regina	PROPN
iassist-967	412	14	;	;	PUNCT
iassist-967	412	15	sears	sears	PROPN
iassist-967	412	16	,	,	PUNCT
iassist-967	412	17	jonathan	jonathan	PROPN
iassist-967	412	18	;	;	PUNCT
iassist-967	412	19	christiansen	christiansen	PROPN
iassist-967	412	20	,	,	PUNCT
iassist-967	412	21	leighton	leighton	PROPN
iassist-967	412	22	;	;	PUNCT
iassist-967	412	23	tieman	tieman	NOUN
iassist-967	412	24	,	,	PUNCT
iassist-967	412	25	jessica	jessica	PROPN
iassist-967	412	26	;	;	PUNCT
iassist-967	412	27	hart	hart	PROPN
iassist-967	412	28	,	,	PUNCT
iassist-967	412	29	jacquelyn	jacquelyn	PROPN
iassist-967	412	30	(	(	PUNCT
iassist-967	412	31	2020	2020	NUM
iassist-967	412	32	)	)	PUNCT
iassist-967	412	33	reproducibility	reproducibility	NOUN
iassist-967	412	34	literature	literature	NOUN
iassist-967	412	35	analysis	analysis	NOUN
iassist-967	412	36	a	a	DET
iassist-967	412	37	federal	federal	ADJ
iassist-967	412	38	information	information	NOUN
iassist-967	412	39	professional	professional	PROPN
iassist-967	412	40	perspective	perspective	NOUN
iassist-967	412	41	,	,	PUNCT
iassist-967	412	42	iassist	iassist	VERB
iassist-967	412	43	quarterly	quarterly	ADJ
iassist-967	412	44	44(1	44(1	PROPN
iassist-967	412	45	-	-	PUNCT
iassist-967	412	46	2	2	NUM
iassist-967	412	47	)	)	PUNCT
iassist-967	412	48	,	,	PUNCT
iassist-967	412	49	pp	pp	ADJ
iassist-967	412	50	.	.	PUNCT
iassist-967	413	1	1	1	NUM
iassist-967	413	2	-	-	SYM
iassist-967	413	3	26	26	NUM
iassist-967	413	4	.	.	PUNCT
iassist-967	414	1	doi	doi	NOUN
iassist-967	414	2	:	:	PUNCT
iassist-967	414	3	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	414	4	capes	capes	PROPN
iassist-967	414	5	-	-	PUNCT
iassist-967	414	6	davis	davis	PROPN
iassist-967	414	7	,	,	PUNCT
iassist-967	414	8	a.	a.	NOUN
iassist-967	414	9	and	and	CCONJ
iassist-967	414	10	neve	neve	PROPN
iassist-967	414	11	,	,	PUNCT
iassist-967	414	12	r.	r.	PROPN
iassist-967	414	13	(	(	PUNCT
iassist-967	414	14	2016	2016	NUM
iassist-967	414	15	)	)	PUNCT
iassist-967	414	16	.	.	PUNCT
iassist-967	415	1	authentication	authentication	NOUN
iassist-967	415	2	:	:	PUNCT
iassist-967	415	3	a	a	DET
iassist-967	415	4	standard	standard	ADJ
iassist-967	415	5	problem	problem	NOUN
iassist-967	415	6	or	or	CCONJ
iassist-967	415	7	a	a	DET
iassist-967	415	8	problem	problem	NOUN
iassist-967	415	9	of	of	ADP
iassist-967	415	10	standards	standard	NOUN
iassist-967	415	11	?	?	PUNCT
iassist-967	415	12	.	.	PUNCT
iassist-967	416	1	plos	plos	PROPN
iassist-967	416	2	biology	biology	PROPN
iassist-967	416	3	,	,	PUNCT
iassist-967	416	4	14(6	14(6	NOUN
iassist-967	416	5	)	)	PUNCT
iassist-967	416	6	,	,	PUNCT
iassist-967	416	7	p.e1002477	p.e1002477	NOUN
iassist-967	416	8	.	.	PUNCT
iassist-967	417	1	https://doi.org/10.1371/journal.pbio.1002477	https://doi.org/10.1371/journal.pbio.1002477	PROPN
iassist-967	417	2	chang	chang	PROPN
iassist-967	417	3	,	,	PUNCT
iassist-967	417	4	a.	a.	PROPN
iassist-967	417	5	c.	c.	PROPN
iassist-967	417	6	,	,	PUNCT
iassist-967	417	7	and	and	CCONJ
iassist-967	417	8	li	li	PROPN
iassist-967	417	9	,	,	PUNCT
iassist-967	417	10	p.	p.	NOUN
iassist-967	417	11	(	(	PUNCT
iassist-967	417	12	2015	2015	NUM
iassist-967	417	13	)	)	PUNCT
iassist-967	417	14	.	.	PUNCT
iassist-967	417	15	is	be	AUX
iassist-967	417	16	economics	economics	PROPN
iassist-967	417	17	research	research	NOUN
iassist-967	417	18	replicable	replicable	ADJ
iassist-967	417	19	?	?	PUNCT
iassist-967	418	1	sixty	sixty	NUM
iassist-967	418	2	published	publish	VERB
iassist-967	418	3	papers	paper	NOUN
iassist-967	418	4	from	from	ADP
iassist-967	418	5	thirteen	thirteen	NUM
iassist-967	418	6	journals	journal	NOUN
iassist-967	418	7	say	say	VERB
iassist-967	418	8	”	"	PUNCT
iassist-967	418	9	usually	usually	ADV
iassist-967	418	10	not	not	PART
iassist-967	418	11	”	"	PUNCT
iassist-967	418	12	.	.	PUNCT
iassist-967	419	1	finance	finance	NOUN
iassist-967	419	2	and	and	CCONJ
iassist-967	419	3	economics	economic	NOUN
iassist-967	419	4	discussion	discussion	NOUN
iassist-967	419	5	series	series	PROPN
iassist-967	419	6	2015	2015	NUM
iassist-967	419	7	-	-	SYM
iassist-967	419	8	083	083	NUM
iassist-967	419	9	.	.	PUNCT
iassist-967	420	1	washington	washington	PROPN
iassist-967	420	2	:	:	PUNCT
iassist-967	420	3	board	board	NOUN
iassist-967	420	4	of	of	ADP
iassist-967	420	5	governors	governor	NOUN
iassist-967	420	6	of	of	ADP
iassist-967	420	7	the	the	DET
iassist-967	420	8	federal	federal	PROPN
iassist-967	420	9	reserve	reserve	PROPN
iassist-967	420	10	system	system	NOUN
iassist-967	420	11	.	.	PUNCT
iassist-967	421	1	https://doi.org/10.17016/feds.2015.083	https://doi.org/10.17016/feds.2015.083	PROPN
iassist-967	421	2	collins	collins	PROPN
iassist-967	421	3	,	,	PUNCT
iassist-967	421	4	f.	f.	PROPN
iassist-967	421	5	and	and	CCONJ
iassist-967	421	6	tabak	tabak	PROPN
iassist-967	421	7	,	,	PUNCT
iassist-967	421	8	l.	l.	PROPN
iassist-967	421	9	(	(	PUNCT
iassist-967	421	10	2014	2014	NUM
iassist-967	421	11	)	)	PUNCT
iassist-967	421	12	.	.	PUNCT
iassist-967	422	1	policy	policy	NOUN
iassist-967	422	2	:	:	PUNCT
iassist-967	422	3	nih	nih	PROPN
iassist-967	422	4	plans	plan	VERB
iassist-967	422	5	to	to	PART
iassist-967	422	6	enhance	enhance	VERB
iassist-967	422	7	reproducibility	reproducibility	NOUN
iassist-967	422	8	.	.	PUNCT
iassist-967	423	1	nature	nature	NOUN
iassist-967	423	2	,	,	PUNCT
iassist-967	423	3	505(7485	505(7485	NOUN
iassist-967	423	4	)	)	PUNCT
iassist-967	423	5	,	,	PUNCT
iassist-967	423	6	pp.612613	pp.612613	PROPN
iassist-967	423	7	.	.	PROPN
iassist-967	423	8	https://doi.org/10.1038/505612a	https://doi.org/10.1038/505612a	NOUN
iassist-967	423	9	cook	cook	PROPN
iassist-967	423	10	,	,	PUNCT
iassist-967	423	11	b.	b.	PROPN
iassist-967	423	12	(	(	PUNCT
iassist-967	423	13	2014	2014	NUM
iassist-967	423	14	)	)	PUNCT
iassist-967	423	15	.	.	PUNCT
iassist-967	424	1	a	a	DET
iassist-967	424	2	call	call	NOUN
iassist-967	424	3	for	for	ADP
iassist-967	424	4	examining	examine	VERB
iassist-967	424	5	replication	replication	NOUN
iassist-967	424	6	and	and	CCONJ
iassist-967	424	7	bias	bias	NOUN
iassist-967	424	8	in	in	ADP
iassist-967	424	9	special	special	ADJ
iassist-967	424	10	education	education	NOUN
iassist-967	424	11	research	research	NOUN
iassist-967	424	12	.	.	PUNCT
iassist-967	425	1	remedial	remedial	ADJ
iassist-967	425	2	and	and	CCONJ
iassist-967	425	3	special	special	ADJ
iassist-967	425	4	education	education	NOUN
iassist-967	425	5	,	,	PUNCT
iassist-967	425	6	35(4	35(4	NUM
iassist-967	425	7	)	)	PUNCT
iassist-967	425	8	,	,	PUNCT
iassist-967	425	9	pp.233	pp.233	PROPN
iassist-967	425	10	-	-	PUNCT
iassist-967	425	11	246	246	NUM
iassist-967	425	12	.	.	PUNCT
iassist-967	426	1	https://doi.org/10.1177/0741932514528995	https://doi.org/10.1177/0741932514528995	PROPN
iassist-967	426	2	couchman	couchman	PROPN
iassist-967	426	3	,	,	PUNCT
iassist-967	426	4	j.	j.	PROPN
iassist-967	426	5	(	(	PUNCT
iassist-967	426	6	2013	2013	NUM
iassist-967	426	7	)	)	PUNCT
iassist-967	426	8	.	.	PUNCT
iassist-967	427	1	peer	peer	NOUN
iassist-967	427	2	review	review	NOUN
iassist-967	427	3	and	and	CCONJ
iassist-967	427	4	reproducibility	reproducibility	NOUN
iassist-967	427	5	.	.	PUNCT
iassist-967	428	1	crisis	crisis	NOUN
iassist-967	428	2	or	or	CCONJ
iassist-967	428	3	time	time	NOUN
iassist-967	428	4	for	for	ADP
iassist-967	428	5	course	course	NOUN
iassist-967	428	6	correction	correction	NOUN
iassist-967	428	7	?	?	PUNCT
iassist-967	428	8	.	.	PUNCT
iassist-967	429	1	journal	journal	PROPN
iassist-967	429	2	of	of	ADP
iassist-967	429	3	histochemistry	histochemistry	PROPN
iassist-967	429	4	&	&	CCONJ
iassist-967	429	5	cytochemistry	cytochemistry	PROPN
iassist-967	429	6	,	,	PUNCT
iassist-967	429	7	62(1	62(1	NOUN
iassist-967	429	8	)	)	PUNCT
iassist-967	429	9	,	,	PUNCT
iassist-967	429	10	pp.9	pp.9	NOUN
iassist-967	429	11	-	-	SYM
iassist-967	429	12	10	10	NUM
iassist-967	429	13	.	.	PUNCT
iassist-967	430	1	https://doi.org/10.1369/0022155413513462	https://doi.org/10.1369/0022155413513462	NOUN
iassist-967	430	2	crane	crane	NOUN
iassist-967	430	3	,	,	PUNCT
iassist-967	430	4	h.	h.	PROPN
iassist-967	430	5	(	(	PUNCT
iassist-967	430	6	2017	2017	NUM
iassist-967	430	7	)	)	PUNCT
iassist-967	430	8	.	.	PUNCT
iassist-967	431	1	why	why	SCONJ
iassist-967	431	2	“	"	PUNCT
iassist-967	431	3	redefining	redefine	VERB
iassist-967	431	4	statistical	statistical	ADJ
iassist-967	431	5	significance	significance	NOUN
iassist-967	431	6	”	"	PUNCT
iassist-967	431	7	will	will	AUX
iassist-967	431	8	not	not	PART
iassist-967	431	9	improve	improve	VERB
iassist-967	431	10	reproducibility	reproducibility	NOUN
iassist-967	431	11	and	and	CCONJ
iassist-967	431	12	could	could	AUX
iassist-967	431	13	make	make	VERB
iassist-967	431	14	the	the	DET
iassist-967	431	15	replication	replication	NOUN
iassist-967	431	16	crisis	crisis	NOUN
iassist-967	431	17	worse	bad	ADJ
iassist-967	431	18	.	.	PUNCT
iassist-967	432	1	[	[	X
iassist-967	432	2	online	online	X
iassist-967	432	3	]	]	X
iassist-967	432	4	arxiv.org	arxiv.org	X
iassist-967	432	5	.	.	PUNCT
iassist-967	432	6	available	available	ADJ
iassist-967	432	7	at	at	ADP
iassist-967	432	8	:	:	PUNCT
iassist-967	432	9	https://arxiv.org/abs/1711.07801	https://arxiv.org/abs/1711.07801	NOUN
iassist-967	432	10	[	[	X
iassist-967	432	11	accessed	access	VERB
iassist-967	432	12	10	10	NUM
iassist-967	432	13	sep	sep	NOUN
iassist-967	432	14	.	.	PROPN
iassist-967	433	1	2019	2019	NUM
iassist-967	433	2	]	]	PUNCT
iassist-967	433	3	.	.	PUNCT
iassist-967	434	1	dafoe	dafoe	PROPN
iassist-967	434	2	,	,	PUNCT
iassist-967	434	3	a.	a.	NOUN
iassist-967	434	4	(	(	PUNCT
iassist-967	434	5	2013	2013	NUM
iassist-967	434	6	)	)	PUNCT
iassist-967	434	7	.	.	PUNCT
iassist-967	435	1	science	science	NOUN
iassist-967	435	2	deserves	deserve	VERB
iassist-967	435	3	better	well	ADV
iassist-967	435	4	:	:	PUNCT
iassist-967	435	5	the	the	DET
iassist-967	435	6	imperative	imperative	NOUN
iassist-967	435	7	to	to	PART
iassist-967	435	8	share	share	VERB
iassist-967	435	9	complete	complete	ADJ
iassist-967	435	10	replication	replication	NOUN
iassist-967	435	11	files	file	NOUN
iassist-967	435	12	.	.	PUNCT
iassist-967	436	1	ps	ps	NOUN
iassist-967	436	2	:	:	PUNCT
iassist-967	436	3	political	political	ADJ
iassist-967	436	4	science	science	NOUN
iassist-967	436	5	&	&	CCONJ
iassist-967	436	6	politics	politic	NOUN
iassist-967	436	7	,	,	PUNCT
iassist-967	436	8	47(01	47(01	NOUN
iassist-967	436	9	)	)	PUNCT
iassist-967	436	10	,	,	PUNCT
iassist-967	436	11	pp.60	pp.60	PROPN
iassist-967	436	12	-	-	PUNCT
iassist-967	436	13	66	66	NUM
iassist-967	436	14	.	.	PUNCT
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iassist-967	437	3	,	,	PUNCT
iassist-967	437	4	d.	d.	PROPN
iassist-967	437	5	(	(	PUNCT
iassist-967	437	6	2010	2010	NUM
iassist-967	437	7	)	)	PUNCT
iassist-967	437	8	.	.	PUNCT
iassist-967	438	1	an	an	DET
iassist-967	438	2	invitation	invitation	NOUN
iassist-967	438	3	to	to	PART
iassist-967	438	4	reproducible	reproducible	VERB
iassist-967	438	5	computational	computational	ADJ
iassist-967	438	6	research	research	NOUN
iassist-967	438	7	.	.	PUNCT
iassist-967	439	1	biostatistics	biostatistic	NOUN
iassist-967	439	2	,	,	PUNCT
iassist-967	439	3	11(3	11(3	NUM
iassist-967	439	4	)	)	PUNCT
iassist-967	439	5	,	,	PUNCT
iassist-967	439	6	pp.385388	pp.385388	PROPN
iassist-967	439	7	.	.	PROPN
iassist-967	439	8	https://doi.org/10.1093/biostatistics/kxq028	https://doi.org/10.1093/biostatistics/kxq028	ADJ
iassist-967	439	9	donoho	donoho	PROPN
iassist-967	439	10	,	,	PUNCT
iassist-967	439	11	d.	d.	PROPN
iassist-967	439	12	,	,	PUNCT
iassist-967	439	13	maleki	maleki	NOUN
iassist-967	439	14	,	,	PUNCT
iassist-967	439	15	a.	a.	PROPN
iassist-967	439	16	,	,	PUNCT
iassist-967	439	17	rahman	rahman	PROPN
iassist-967	439	18	,	,	PUNCT
iassist-967	439	19	i.	i.	PROPN
iassist-967	439	20	,	,	PUNCT
iassist-967	439	21	shahram	shahram	PROPN
iassist-967	439	22	,	,	PUNCT
iassist-967	439	23	m.	m.	NOUN
iassist-967	439	24	and	and	CCONJ
iassist-967	439	25	stodden	stodden	PROPN
iassist-967	439	26	,	,	PUNCT
iassist-967	439	27	v.	v.	PROPN
iassist-967	439	28	(	(	PUNCT
iassist-967	439	29	2009	2009	NUM
iassist-967	439	30	)	)	PUNCT
iassist-967	439	31	.	.	PUNCT
iassist-967	440	1	reproducible	reproducible	VERB
iassist-967	440	2	research	research	NOUN
iassist-967	440	3	in	in	ADP
iassist-967	440	4	computational	computational	ADJ
iassist-967	440	5	harmonic	harmonic	ADJ
iassist-967	440	6	analysis	analysis	NOUN
iassist-967	440	7	.	.	PUNCT
iassist-967	441	1	computing	compute	VERB
iassist-967	441	2	in	in	ADP
iassist-967	441	3	science	science	PROPN
iassist-967	441	4	&	&	CCONJ
iassist-967	441	5	engineering	engineering	PROPN
iassist-967	441	6	,	,	PUNCT
iassist-967	441	7	11(1	11(1	NUM
iassist-967	441	8	)	)	PUNCT
iassist-967	441	9	,	,	PUNCT
iassist-967	441	10	pp.8	pp.8	NOUN
iassist-967	441	11	-	-	SYM
iassist-967	441	12	18	18	NUM
iassist-967	441	13	.	.	PUNCT
iassist-967	442	1	https://doi.org/10.1109/mcse.2009.15	https://doi.org/10.1109/mcse.2009.15	PROPN
iassist-967	442	2	elman	elman	PROPN
iassist-967	442	3	,	,	PUNCT
iassist-967	442	4	c.	c.	PROPN
iassist-967	442	5	and	and	CCONJ
iassist-967	442	6	kapiszewski	kapiszewski	PROPN
iassist-967	442	7	,	,	PUNCT
iassist-967	442	8	d.	d.	PROPN
iassist-967	442	9	(	(	PUNCT
iassist-967	442	10	2013	2013	NUM
iassist-967	442	11	)	)	PUNCT
iassist-967	442	12	.	.	PUNCT
iassist-967	443	1	data	datum	NOUN
iassist-967	443	2	access	access	NOUN
iassist-967	443	3	and	and	CCONJ
iassist-967	443	4	research	research	NOUN
iassist-967	443	5	transparency	transparency	NOUN
iassist-967	443	6	in	in	ADP
iassist-967	443	7	the	the	DET
iassist-967	443	8	qualitative	qualitative	ADJ
iassist-967	443	9	tradition	tradition	NOUN
iassist-967	443	10	.	.	PUNCT
iassist-967	444	1	ps	ps	NOUN
iassist-967	444	2	:	:	PUNCT
iassist-967	444	3	political	political	ADJ
iassist-967	444	4	science	science	NOUN
iassist-967	444	5	&	&	CCONJ
iassist-967	444	6	politics	politic	NOUN
iassist-967	444	7	,	,	PUNCT
iassist-967	444	8	47(01	47(01	NOUN
iassist-967	444	9	)	)	PUNCT
iassist-967	444	10	,	,	PUNCT
iassist-967	444	11	pp.43	pp.43	NOUN
iassist-967	444	12	-	-	NUM
iassist-967	444	13	47	47	NUM
iassist-967	444	14	.	.	PUNCT
iassist-967	445	1	https://doi.org/10.1017/s1049096513001777	https://doi.org/10.1017/s1049096513001777	NUM
iassist-967	445	2	epa	epa	PROPN
iassist-967	445	3	press	press	NOUN
iassist-967	445	4	office	office	NOUN
iassist-967	445	5	(	(	PUNCT
iassist-967	445	6	2018	2018	NUM
iassist-967	445	7	)	)	PUNCT
iassist-967	445	8	.	.	PUNCT
iassist-967	446	1	epa	epa	PROPN
iassist-967	446	2	administrator	administrator	NOUN
iassist-967	446	3	pruitt	pruitt	PROPN
iassist-967	446	4	proposes	propose	VERB
iassist-967	446	5	rule	rule	NOUN
iassist-967	446	6	to	to	PART
iassist-967	446	7	strengthen	strengthen	VERB
iassist-967	446	8	science	science	NOUN
iassist-967	446	9	used	use	VERB
iassist-967	446	10	in	in	ADP
iassist-967	446	11	epa	epa	PROPN
iassist-967	446	12	regulations	regulation	NOUN
iassist-967	446	13	|	|	ADV
iassist-967	446	14	us	us	PROPN
iassist-967	446	15	epa	epa	PROPN
iassist-967	446	16	.	.	PUNCT
iassist-967	447	1	[	[	X
iassist-967	447	2	online	online	X
iassist-967	447	3	]	]	X
iassist-967	447	4	us	us	PROPN
iassist-967	447	5	epa	epa	PROPN
iassist-967	447	6	.	.	PROPN
iassist-967	447	7	available	available	ADJ
iassist-967	447	8	at	at	ADP
iassist-967	447	9	:	:	PUNCT
iassist-967	447	10	https://www.epa.gov/newsreleases/epaadministrator-pruitt-proposes-rule-strengthen-science-used-epa-regulations	https://www.epa.gov/newsreleases/epaadministrator-pruitt-proposes-rule-strengthen-science-used-epa-regulation	NOUN
iassist-967	447	11	[	[	X
iassist-967	447	12	accessed	access	VERB
iassist-967	447	13	10	10	NUM
iassist-967	447	14	sep	sep	NOUN
iassist-967	447	15	.	.	PROPN
iassist-967	447	16	2019	2019	NUM
iassist-967	447	17	]	]	PUNCT
iassist-967	447	18	.	.	PUNCT
iassist-967	448	1	estimating	estimate	VERB
iassist-967	448	2	the	the	DET
iassist-967	448	3	reproducibility	reproducibility	NOUN
iassist-967	448	4	of	of	ADP
iassist-967	448	5	psychological	psychological	ADJ
iassist-967	448	6	science	science	NOUN
iassist-967	448	7	.	.	PUNCT
iassist-967	449	1	(	(	PUNCT
iassist-967	449	2	2015	2015	NUM
iassist-967	449	3	)	)	PUNCT
iassist-967	449	4	.	.	PUNCT
iassist-967	450	1	science	science	NOUN
iassist-967	450	2	,	,	PUNCT
iassist-967	450	3	349(6251	349(6251	NUM
iassist-967	450	4	)	)	PUNCT
iassist-967	450	5	,	,	PUNCT
iassist-967	450	6	pp.aac4716	pp.aac4716	NOUN
iassist-967	450	7	-	-	PUNCT
iassist-967	450	8	aac4716	aac4716	NOUN
iassist-967	450	9	.	.	PUNCT
iassist-967	451	1	https://doi.org/10.1126/science.aac4716	https://doi.org/10.1126/science.aac4716	NOUN
iassist-967	451	2	evanschitzky	evanschitzky	ADJ
iassist-967	451	3	,	,	PUNCT
iassist-967	451	4	h.	h.	PROPN
iassist-967	451	5	and	and	CCONJ
iassist-967	451	6	armstrong	armstrong	PROPN
iassist-967	451	7	,	,	PUNCT
iassist-967	451	8	j.	j.	PROPN
iassist-967	451	9	(	(	PUNCT
iassist-967	451	10	2013	2013	NUM
iassist-967	451	11	)	)	PUNCT
iassist-967	451	12	.	.	PUNCT
iassist-967	452	1	research	research	NOUN
iassist-967	452	2	with	with	ADP
iassist-967	452	3	in	in	ADP
iassist-967	452	4	-	-	PUNCT
iassist-967	452	5	built	build	VERB
iassist-967	452	6	replications	replication	NOUN
iassist-967	452	7	:	:	PUNCT
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iassist-967	452	9	and	and	CCONJ
iassist-967	452	10	further	further	ADJ
iassist-967	452	11	suggestions	suggestion	NOUN
iassist-967	452	12	for	for	ADP
iassist-967	452	13	replication	replication	NOUN
iassist-967	452	14	research	research	NOUN
iassist-967	452	15	.	.	PUNCT
iassist-967	453	1	journal	journal	NOUN
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iassist-967	453	4	research	research	NOUN
iassist-967	453	5	,	,	PUNCT
iassist-967	453	6	66(9	66(9	NUM
iassist-967	453	7	)	)	PUNCT
iassist-967	453	8	,	,	PUNCT
iassist-967	453	9	pp.1406	pp.1406	PROPN
iassist-967	453	10	-	-	PUNCT
iassist-967	453	11	1408	1408	NUM
iassist-967	453	12	.	.	PUNCT
iassist-967	454	1	https://doi.org/10.1016/j.jbusres.2012.05.006	https://doi.org/10.1016/j.jbusres.2012.05.006	NUM
iassist-967	454	2	fidler	fidler	NOUN
iassist-967	454	3	,	,	PUNCT
iassist-967	454	4	f.	f.	PROPN
iassist-967	454	5	&	&	CCONJ
iassist-967	454	6	gordon	gordon	PROPN
iassist-967	454	7	,	,	PUNCT
iassist-967	454	8	a.	a.	NOUN
iassist-967	454	9	(	(	PUNCT
iassist-967	454	10	2013	2013	NUM
iassist-967	454	11	)	)	PUNCT
iassist-967	454	12	.	.	PUNCT
iassist-967	455	1	science	science	NOUN
iassist-967	455	2	is	be	AUX
iassist-967	455	3	in	in	ADP
iassist-967	455	4	a	a	DET
iassist-967	455	5	reproducibility	reproducibility	NOUN
iassist-967	455	6	crisis	crisis	NOUN
iassist-967	455	7	:	:	PUNCT
iassist-967	455	8	how	how	SCONJ
iassist-967	455	9	do	do	AUX
iassist-967	455	10	we	we	PRON
iassist-967	455	11	resolve	resolve	VERB
iassist-967	455	12	it	it	PRON
iassist-967	455	13	?	?	PUNCT
iassist-967	456	1	[	[	X
iassist-967	456	2	online	online	X
iassist-967	456	3	]	]	X
iassist-967	456	4	phys.org	phys.org	X
iassist-967	456	5	.	.	PUNCT
iassist-967	456	6	available	available	ADJ
iassist-967	456	7	at	at	ADP
iassist-967	456	8	:	:	PUNCT
iassist-967	456	9	https://phys.org/news/2013-09-science-crisis.html	https://phys.org/news/2013-09-science-crisis.html	PROPN
iassist-967	456	10	[	[	AUX
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iassist-967	456	12	10	10	NUM
iassist-967	456	13	sep	sep	NOUN
iassist-967	456	14	.	.	PROPN
iassist-967	456	15	2019	2019	NUM
iassist-967	456	16	]	]	PUNCT
iassist-967	456	17	.	.	PUNCT
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iassist-967	457	10	https://doi.org/10.1109/mcse.2009.15	https://doi.org/10.1109/mcse.2009.15	PROPN
iassist-967	457	11	https://doi.org/10.1017/s1049096513001777	https://doi.org/10.1017/s1049096513001777	PROPN
iassist-967	457	12	https://www.epa.gov/newsreleases/epa-administrator-pruitt-proposes-rule-strengthen-science-used-epa-regulations	https://www.epa.gov/newsreleases/epa-administrator-pruitt-proposes-rule-strengthen-science-used-epa-regulation	NOUN
iassist-967	457	13	https://www.epa.gov/newsreleases/epa-administrator-pruitt-proposes-rule-strengthen-science-used-epa-regulations	https://www.epa.gov/newsreleases/epa-administrator-pruitt-proposes-rule-strengthen-science-used-epa-regulation	NOUN
iassist-967	457	14	https://doi.org/10.1126/science.aac4716	https://doi.org/10.1126/science.aac4716	PROPN
iassist-967	457	15	https://doi.org/10.1016/j.jbusres.2012.05.006	https://doi.org/10.1016/j.jbusres.2012.05.006	PROPN
iassist-967	457	16	https://phys.org/news/2013-09-science-crisis.html	https://phys.org/news/2013-09-science-crisis.html	PROPN
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iassist-967	457	19	,	,	PUNCT
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iassist-967	457	21	;	;	PUNCT
iassist-967	457	22	avila	avila	PROPN
iassist-967	457	23	,	,	PUNCT
iassist-967	457	24	regina	regina	PROPN
iassist-967	457	25	;	;	PUNCT
iassist-967	457	26	sears	sears	PROPN
iassist-967	457	27	,	,	PUNCT
iassist-967	457	28	jonathan	jonathan	PROPN
iassist-967	457	29	;	;	PUNCT
iassist-967	457	30	christiansen	christiansen	PROPN
iassist-967	457	31	,	,	PUNCT
iassist-967	457	32	leighton	leighton	PROPN
iassist-967	457	33	;	;	PUNCT
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iassist-967	457	35	,	,	PUNCT
iassist-967	457	36	jessica	jessica	PROPN
iassist-967	457	37	;	;	PUNCT
iassist-967	457	38	hart	hart	PROPN
iassist-967	457	39	,	,	PUNCT
iassist-967	457	40	jacquelyn	jacquelyn	PROPN
iassist-967	457	41	(	(	PUNCT
iassist-967	457	42	2020	2020	NUM
iassist-967	457	43	)	)	PUNCT
iassist-967	457	44	reproducibility	reproducibility	NOUN
iassist-967	457	45	literature	literature	NOUN
iassist-967	457	46	analysis	analysis	NOUN
iassist-967	457	47	a	a	DET
iassist-967	457	48	federal	federal	ADJ
iassist-967	457	49	information	information	NOUN
iassist-967	457	50	professional	professional	PROPN
iassist-967	457	51	perspective	perspective	NOUN
iassist-967	457	52	,	,	PUNCT
iassist-967	457	53	iassist	iassist	VERB
iassist-967	457	54	quarterly	quarterly	ADJ
iassist-967	457	55	44(1	44(1	PROPN
iassist-967	457	56	-	-	PUNCT
iassist-967	457	57	2	2	NUM
iassist-967	457	58	)	)	PUNCT
iassist-967	457	59	,	,	PUNCT
iassist-967	457	60	pp	pp	ADJ
iassist-967	457	61	.	.	PUNCT
iassist-967	458	1	1	1	NUM
iassist-967	458	2	-	-	SYM
iassist-967	458	3	26	26	NUM
iassist-967	458	4	.	.	PUNCT
iassist-967	459	1	doi	doi	NOUN
iassist-967	459	2	:	:	PUNCT
iassist-967	459	3	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	459	4	firestein	firestein	PROPN
iassist-967	459	5	,	,	PUNCT
iassist-967	459	6	s.	s.	PROPN
iassist-967	459	7	(	(	PUNCT
iassist-967	459	8	2016	2016	NUM
iassist-967	459	9	)	)	PUNCT
iassist-967	459	10	.	.	PUNCT
iassist-967	460	1	op	op	NOUN
iassist-967	460	2	-	-	PUNCT
iassist-967	460	3	ed	ed	NOUN
iassist-967	460	4	:	:	PUNCT
iassist-967	460	5	why	why	SCONJ
iassist-967	460	6	failure	failure	NOUN
iassist-967	460	7	to	to	PART
iassist-967	460	8	replicate	replicate	VERB
iassist-967	460	9	findings	finding	NOUN
iassist-967	460	10	can	can	AUX
iassist-967	460	11	actually	actually	ADV
iassist-967	460	12	be	be	AUX
iassist-967	460	13	good	good	ADJ
iassist-967	460	14	for	for	ADP
iassist-967	460	15	science	science	NOUN
iassist-967	460	16	.	.	PUNCT
iassist-967	461	1	[	[	X
iassist-967	461	2	online	online	X
iassist-967	461	3	]	]	X
iassist-967	461	4	los	los	PROPN
iassist-967	461	5	angeles	angeles	PROPN
iassist-967	461	6	times	times	PROPN
iassist-967	461	7	.	.	PUNCT
iassist-967	462	1	available	available	ADJ
iassist-967	462	2	at	at	ADP
iassist-967	462	3	:	:	PUNCT
iassist-967	462	4	http://www.latimes.com/opinion/op-ed/la-oe-0214-firestein-sciencereplication-failure-20160214-story.html	http://www.latimes.com/opinion/op-ed/la-oe-0214-firestein-sciencereplication-failure-20160214-story.html	NOUN
iassist-967	463	1	[	[	X
iassist-967	463	2	accessed	access	VERB
iassist-967	463	3	10	10	NUM
iassist-967	463	4	sep	sep	NOUN
iassist-967	463	5	.	.	PROPN
iassist-967	464	1	2019	2019	NUM
iassist-967	464	2	]	]	PUNCT
iassist-967	464	3	.	.	PUNCT
iassist-967	465	1	fitzjohn	fitzjohn	PROPN
iassist-967	465	2	,	,	PUNCT
iassist-967	465	3	r.	r.	PROPN
iassist-967	465	4	,	,	PUNCT
iassist-967	465	5	pennell	pennell	PROPN
iassist-967	465	6	,	,	PUNCT
iassist-967	465	7	m.	m.	NOUN
iassist-967	465	8	,	,	PUNCT
iassist-967	465	9	amy	amy	PROPN
iassist-967	465	10	zanne	zanne	PROPN
iassist-967	465	11	,	,	PUNCT
iassist-967	465	12	a.	a.	PROPN
iassist-967	465	13	,	,	PUNCT
iassist-967	465	14	&	&	CCONJ
iassist-967	465	15	cornwell	cornwell	PROPN
iassist-967	465	16	,	,	PUNCT
iassist-967	465	17	w.	w.	PROPN
iassist-967	465	18	(	(	PUNCT
iassist-967	465	19	2014	2014	NUM
iassist-967	465	20	)	)	PUNCT
iassist-967	465	21	.	.	PUNCT
iassist-967	466	1	reproducible	reproducible	ADJ
iassist-967	466	2	research	research	NOUN
iassist-967	466	3	is	be	AUX
iassist-967	466	4	still	still	ADV
iassist-967	466	5	a	a	DET
iassist-967	466	6	challenge	challenge	NOUN
iassist-967	466	7	.	.	PUNCT
iassist-967	467	1	[	[	X
iassist-967	467	2	blog	blog	NOUN
iassist-967	467	3	]	]	X
iassist-967	467	4	ropensci	ropensci	PROPN
iassist-967	467	5	.	.	PUNCT
iassist-967	468	1	available	available	ADJ
iassist-967	468	2	at	at	ADP
iassist-967	468	3	:	:	PUNCT
iassist-967	468	4	https://ropensci.org/blog/2014/06/09/reproducibility/	https://ropensci.org/blog/2014/06/09/reproducibility/	PART
iassist-967	468	5	fomel	fomel	NOUN
iassist-967	468	6	,	,	PUNCT
iassist-967	468	7	s.	s.	PROPN
iassist-967	468	8	and	and	CCONJ
iassist-967	468	9	claerbout	claerbout	PROPN
iassist-967	468	10	,	,	PUNCT
iassist-967	468	11	j.	j.	PROPN
iassist-967	468	12	(	(	PUNCT
iassist-967	468	13	2009	2009	NUM
iassist-967	468	14	)	)	PUNCT
iassist-967	468	15	.	.	PUNCT
iassist-967	469	1	guest	guest	NOUN
iassist-967	469	2	editors	editor	NOUN
iassist-967	469	3	’	'	PUNCT
iassist-967	469	4	introduction	introduction	NOUN
iassist-967	469	5	:	:	PUNCT
iassist-967	469	6	reproducible	reproducible	VERB
iassist-967	469	7	research	research	NOUN
iassist-967	469	8	.	.	PUNCT
iassist-967	470	1	computing	compute	VERB
iassist-967	470	2	in	in	ADP
iassist-967	470	3	science	science	PROPN
iassist-967	470	4	&	&	CCONJ
iassist-967	470	5	engineering	engineering	PROPN
iassist-967	470	6	,	,	PUNCT
iassist-967	470	7	11(1	11(1	NUM
iassist-967	470	8	)	)	PUNCT
iassist-967	470	9	,	,	PUNCT
iassist-967	470	10	pp.5	pp.5	NOUN
iassist-967	470	11	-	-	PUNCT
iassist-967	470	12	7	7	NUM
iassist-967	470	13	.	.	PUNCT
iassist-967	471	1	https://doi.org/10.1109/mcse.2009.14	https://doi.org/10.1109/mcse.2009.14	PROPN
iassist-967	471	2	gezelter	gezelter	PROPN
iassist-967	471	3	,	,	PUNCT
iassist-967	471	4	j.	j.	PROPN
iassist-967	471	5	(	(	PUNCT
iassist-967	471	6	2015	2015	NUM
iassist-967	471	7	)	)	PUNCT
iassist-967	471	8	.	.	PUNCT
iassist-967	472	1	open	open	ADJ
iassist-967	472	2	source	source	NOUN
iassist-967	472	3	and	and	CCONJ
iassist-967	472	4	open	open	ADJ
iassist-967	472	5	data	datum	NOUN
iassist-967	472	6	should	should	AUX
iassist-967	472	7	be	be	AUX
iassist-967	472	8	standard	standard	ADJ
iassist-967	472	9	practices	practice	NOUN
iassist-967	472	10	.	.	PUNCT
iassist-967	473	1	the	the	DET
iassist-967	473	2	journal	journal	NOUN
iassist-967	473	3	of	of	ADP
iassist-967	473	4	physical	physical	ADJ
iassist-967	473	5	chemistry	chemistry	NOUN
iassist-967	473	6	letters	letter	NOUN
iassist-967	473	7	,	,	PUNCT
iassist-967	473	8	6(7	6(7	NUM
iassist-967	473	9	)	)	PUNCT
iassist-967	473	10	,	,	PUNCT
iassist-967	473	11	pp.1168	pp.1168	PROPN
iassist-967	473	12	-	-	PUNCT
iassist-967	473	13	1169	1169	NUM
iassist-967	473	14	.	.	PUNCT
iassist-967	474	1	https://doi.org/10.1021/acs.jpclett.5b00285	https://doi.org/10.1021/acs.jpclett.5b00285	PROPN
iassist-967	474	2	goecks	goecks	PROPN
iassist-967	474	3	,	,	PUNCT
iassist-967	474	4	j.	j.	PROPN
iassist-967	474	5	,	,	PUNCT
iassist-967	474	6	nekrutenko	nekrutenko	PROPN
iassist-967	474	7	,	,	PUNCT
iassist-967	474	8	a.	a.	PROPN
iassist-967	474	9	,	,	PUNCT
iassist-967	474	10	taylor	taylor	PROPN
iassist-967	474	11	,	,	PUNCT
iassist-967	474	12	j.	j.	PROPN
iassist-967	474	13	and	and	CCONJ
iassist-967	474	14	galaxy	galaxy	PROPN
iassist-967	474	15	team	team	NOUN
iassist-967	474	16	,	,	PUNCT
iassist-967	474	17	t.	t.	PROPN
iassist-967	474	18	(	(	PUNCT
iassist-967	474	19	2010	2010	NUM
iassist-967	474	20	)	)	PUNCT
iassist-967	474	21	.	.	PUNCT
iassist-967	475	1	galaxy	galaxy	NOUN
iassist-967	475	2	:	:	PUNCT
iassist-967	475	3	a	a	DET
iassist-967	475	4	comprehensive	comprehensive	ADJ
iassist-967	475	5	approach	approach	NOUN
iassist-967	475	6	for	for	ADP
iassist-967	475	7	supporting	support	VERB
iassist-967	475	8	accessible	accessible	ADJ
iassist-967	475	9	,	,	PUNCT
iassist-967	475	10	reproducible	reproducible	ADJ
iassist-967	475	11	,	,	PUNCT
iassist-967	475	12	and	and	CCONJ
iassist-967	475	13	transparent	transparent	ADJ
iassist-967	475	14	computational	computational	ADJ
iassist-967	475	15	research	research	NOUN
iassist-967	475	16	in	in	ADP
iassist-967	475	17	the	the	DET
iassist-967	475	18	life	life	NOUN
iassist-967	475	19	sciences	science	NOUN
iassist-967	475	20	.	.	PUNCT
iassist-967	476	1	genome	genome	NOUN
iassist-967	476	2	biology	biology	NOUN
iassist-967	476	3	,	,	PUNCT
iassist-967	476	4	11(8	11(8	NUM
iassist-967	476	5	)	)	PUNCT
iassist-967	476	6	,	,	PUNCT
iassist-967	476	7	p.r86	p.r86	PROPN
iassist-967	476	8	.	.	PUNCT
iassist-967	477	1	https://doi.org/10.1186/gb-2010-11-8-r86	https://doi.org/10.1186/gb-2010-11-8-r86	PROPN
iassist-967	477	2	goodman	goodman	PROPN
iassist-967	477	3	,	,	PUNCT
iassist-967	477	4	s.	s.	PROPN
iassist-967	477	5	,	,	PUNCT
iassist-967	477	6	fanelli	fanelli	PROPN
iassist-967	477	7	,	,	PUNCT
iassist-967	477	8	d.	d.	PROPN
iassist-967	477	9	and	and	CCONJ
iassist-967	477	10	ioannidis	ioannidis	PROPN
iassist-967	477	11	,	,	PUNCT
iassist-967	477	12	j.	j.	PROPN
iassist-967	477	13	(	(	PUNCT
iassist-967	477	14	2016	2016	NUM
iassist-967	477	15	)	)	PUNCT
iassist-967	477	16	.	.	PUNCT
iassist-967	478	1	what	what	PRON
iassist-967	478	2	does	do	AUX
iassist-967	478	3	research	research	NOUN
iassist-967	478	4	reproducibility	reproducibility	NOUN
iassist-967	478	5	mean	mean	VERB
iassist-967	478	6	?	?	PUNCT
iassist-967	478	7	.	.	PUNCT
iassist-967	479	1	science	science	PROPN
iassist-967	479	2	translational	translational	ADJ
iassist-967	479	3	medicine	medicine	NOUN
iassist-967	479	4	,	,	PUNCT
iassist-967	479	5	8(341	8(341	NUM
iassist-967	479	6	)	)	PUNCT
iassist-967	479	7	,	,	PUNCT
iassist-967	479	8	pp.341ps12	pp.341ps12	NOUN
iassist-967	479	9	-	-	PUNCT
iassist-967	479	10	341ps12	341ps12	NOUN
iassist-967	479	11	.	.	PUNCT
iassist-967	480	1	https://doi.org/10.1126/scitranslmed.aaf5027	https://doi.org/10.1126/scitranslmed.aaf5027	PROPN
iassist-967	480	2	greenland	greenland	PROPN
iassist-967	480	3	,	,	PUNCT
iassist-967	480	4	s.	s.	PROPN
iassist-967	480	5	,	,	PUNCT
iassist-967	480	6	senn	senn	PROPN
iassist-967	480	7	,	,	PUNCT
iassist-967	480	8	s.	s.	PROPN
iassist-967	480	9	,	,	PUNCT
iassist-967	480	10	rothman	rothman	PROPN
iassist-967	480	11	,	,	PUNCT
iassist-967	480	12	k.	k.	PROPN
iassist-967	480	13	,	,	PUNCT
iassist-967	480	14	carlin	carlin	PROPN
iassist-967	480	15	,	,	PUNCT
iassist-967	480	16	j.	j.	PROPN
iassist-967	480	17	,	,	PUNCT
iassist-967	480	18	poole	poole	PROPN
iassist-967	480	19	,	,	PUNCT
iassist-967	480	20	c.	c.	PROPN
iassist-967	480	21	,	,	PUNCT
iassist-967	480	22	goodman	goodman	PROPN
iassist-967	480	23	,	,	PUNCT
iassist-967	480	24	s.	s.	PROPN
iassist-967	480	25	and	and	CCONJ
iassist-967	480	26	altman	altman	PROPN
iassist-967	480	27	,	,	PUNCT
iassist-967	480	28	d.	d.	PROPN
iassist-967	480	29	(	(	PUNCT
iassist-967	480	30	2016	2016	NUM
iassist-967	480	31	)	)	PUNCT
iassist-967	480	32	.	.	PUNCT
iassist-967	481	1	statistical	statistical	ADJ
iassist-967	481	2	tests	test	NOUN
iassist-967	481	3	,	,	PUNCT
iassist-967	481	4	p	p	NOUN
iassist-967	481	5	values	value	NOUN
iassist-967	481	6	,	,	PUNCT
iassist-967	481	7	confidence	confidence	NOUN
iassist-967	481	8	intervals	interval	NOUN
iassist-967	481	9	,	,	PUNCT
iassist-967	481	10	and	and	CCONJ
iassist-967	481	11	power	power	NOUN
iassist-967	481	12	:	:	PUNCT
iassist-967	481	13	a	a	DET
iassist-967	481	14	guide	guide	NOUN
iassist-967	481	15	to	to	ADP
iassist-967	481	16	misinterpretations	misinterpretation	NOUN
iassist-967	481	17	.	.	PUNCT
iassist-967	482	1	european	european	ADJ
iassist-967	482	2	journal	journal	PROPN
iassist-967	482	3	of	of	ADP
iassist-967	482	4	epidemiology	epidemiology	NOUN
iassist-967	482	5	,	,	PUNCT
iassist-967	482	6	31(4	31(4	NUM
iassist-967	482	7	)	)	PUNCT
iassist-967	482	8	,	,	PUNCT
iassist-967	482	9	pp.337	pp.337	NOUN
iassist-967	482	10	-	-	PUNCT
iassist-967	482	11	350	350	NUM
iassist-967	482	12	.	.	PUNCT
iassist-967	483	1	https://doi.org/10.1007/s10654-016-0149-3	https://doi.org/10.1007/s10654-016-0149-3	PROPN
iassist-967	483	2	harris	harris	PROPN
iassist-967	483	3	,	,	PUNCT
iassist-967	483	4	r.	r.	PROPN
iassist-967	483	5	(	(	PUNCT
iassist-967	483	6	2017	2017	NUM
iassist-967	483	7	)	)	PUNCT
iassist-967	483	8	.	.	PUNCT
iassist-967	484	1	rigor	rigor	PROPN
iassist-967	484	2	mortis	mortis	PROPN
iassist-967	484	3	.	.	PUNCT
iassist-967	485	1	1st	1st	ADJ
iassist-967	485	2	ed	ed	NOUN
iassist-967	485	3	.	.	PUNCT
iassist-967	486	1	basic	basic	ADJ
iassist-967	486	2	books	book	NOUN
iassist-967	486	3	,	,	PUNCT
iassist-967	486	4	pp.1	pp.1	NOUN
iassist-967	486	5	-	-	PUNCT
iassist-967	486	6	279	279	NUM
iassist-967	486	7	.	.	PUNCT
iassist-967	487	1	hoffman	hoffman	PROPN
iassist-967	487	2	,	,	PUNCT
iassist-967	487	3	j.	j.	PROPN
iassist-967	487	4	(	(	PUNCT
iassist-967	487	5	2016	2016	NUM
iassist-967	487	6	)	)	PUNCT
iassist-967	487	7	.	.	PUNCT
iassist-967	488	1	archive	archive	NOUN
iassist-967	488	2	computer	computer	NOUN
iassist-967	488	3	code	code	NOUN
iassist-967	488	4	with	with	ADP
iassist-967	488	5	raw	raw	ADJ
iassist-967	488	6	data	datum	NOUN
iassist-967	488	7	.	.	PUNCT
iassist-967	489	1	nature	nature	NOUN
iassist-967	489	2	,	,	PUNCT
iassist-967	489	3	534(7607	534(7607	NUM
iassist-967	489	4	)	)	PUNCT
iassist-967	489	5	,	,	PUNCT
iassist-967	489	6	pp.326	pp.326	NOUN
iassist-967	489	7	-	-	PUNCT
iassist-967	489	8	326	326	NUM
iassist-967	489	9	.	.	PUNCT
iassist-967	490	1	https://doi.org/10.1038/534326d	https://doi.org/10.1038/534326d	PROPN
iassist-967	490	2	höller	höller	NOUN
iassist-967	490	3	,	,	PUNCT
iassist-967	490	4	y.	y.	PROPN
iassist-967	490	5	,	,	PUNCT
iassist-967	490	6	uhl	uhl	PROPN
iassist-967	490	7	,	,	PUNCT
iassist-967	490	8	a.	a.	NOUN
iassist-967	490	9	,	,	PUNCT
iassist-967	490	10	bathke	bathke	PROPN
iassist-967	490	11	,	,	PUNCT
iassist-967	490	12	a.	a.	NOUN
iassist-967	490	13	,	,	PUNCT
iassist-967	490	14	thomschewski	thomschewski	ADJ
iassist-967	490	15	,	,	PUNCT
iassist-967	490	16	a.	a.	NOUN
iassist-967	490	17	,	,	PUNCT
iassist-967	490	18	butz	butz	PROPN
iassist-967	490	19	,	,	PUNCT
iassist-967	490	20	k.	k.	PROPN
iassist-967	490	21	,	,	PUNCT
iassist-967	490	22	nardone	nardone	PROPN
iassist-967	490	23	,	,	PUNCT
iassist-967	490	24	r.	r.	PROPN
iassist-967	490	25	,	,	PUNCT
iassist-967	490	26	fell	fall	VERB
iassist-967	490	27	,	,	PUNCT
iassist-967	490	28	j.	j.	PROPN
iassist-967	490	29	and	and	CCONJ
iassist-967	490	30	trinka	trinka	PROPN
iassist-967	490	31	,	,	PUNCT
iassist-967	490	32	e.	e.	PROPN
iassist-967	490	33	(	(	PUNCT
iassist-967	490	34	2017	2017	NUM
iassist-967	490	35	)	)	PUNCT
iassist-967	490	36	.	.	PUNCT
iassist-967	491	1	reliability	reliability	NOUN
iassist-967	491	2	of	of	ADP
iassist-967	491	3	eeg	eeg	NOUN
iassist-967	491	4	measures	measure	NOUN
iassist-967	491	5	of	of	ADP
iassist-967	491	6	interaction	interaction	NOUN
iassist-967	491	7	:	:	PUNCT
iassist-967	491	8	a	a	DET
iassist-967	491	9	paradigm	paradigm	NOUN
iassist-967	491	10	shift	shift	NOUN
iassist-967	491	11	is	be	AUX
iassist-967	491	12	needed	need	VERB
iassist-967	491	13	to	to	PART
iassist-967	491	14	fight	fight	VERB
iassist-967	491	15	the	the	DET
iassist-967	491	16	reproducibility	reproducibility	NOUN
iassist-967	491	17	crisis	crisis	NOUN
iassist-967	491	18	.	.	PUNCT
iassist-967	492	1	frontiers	frontier	NOUN
iassist-967	492	2	in	in	ADP
iassist-967	492	3	human	human	ADJ
iassist-967	492	4	neuroscience	neuroscience	NOUN
iassist-967	492	5	,	,	PUNCT
iassist-967	492	6	11	11	NUM
iassist-967	492	7	.	.	PUNCT
iassist-967	493	1	https://doi.org/10.3389/fnhum.2017.00441	https://doi.org/10.3389/fnhum.2017.00441	PROPN
iassist-967	493	2	hossenfelder	hossenfelder	NOUN
iassist-967	493	3	,	,	PUNCT
iassist-967	493	4	s.	s.	PROPN
iassist-967	493	5	(	(	PUNCT
iassist-967	493	6	2017	2017	NUM
iassist-967	493	7	)	)	PUNCT
iassist-967	493	8	.	.	PUNCT
iassist-967	494	1	science	science	NOUN
iassist-967	494	2	needs	need	VERB
iassist-967	494	3	reason	reason	NOUN
iassist-967	494	4	to	to	PART
iassist-967	494	5	be	be	AUX
iassist-967	494	6	trusted	trust	VERB
iassist-967	494	7	.	.	PUNCT
iassist-967	495	1	nature	nature	PROPN
iassist-967	495	2	physics	physics	PROPN
iassist-967	495	3	,	,	PUNCT
iassist-967	495	4	13(4	13(4	NUM
iassist-967	495	5	)	)	PUNCT
iassist-967	495	6	,	,	PUNCT
iassist-967	495	7	pp.316	pp.316	PROPN
iassist-967	495	8	-	-	PUNCT
iassist-967	495	9	317	317	NUM
iassist-967	495	10	.	.	PUNCT
iassist-967	496	1	https://doi.org/10.1038/nphys4079	https://doi.org/10.1038/nphys4079	PROPN
iassist-967	496	2	ioannidis	ioannidis	PROPN
iassist-967	496	3	,	,	PUNCT
iassist-967	496	4	j.	j.	PROPN
iassist-967	496	5	(	(	PUNCT
iassist-967	496	6	2005	2005	NUM
iassist-967	496	7	)	)	PUNCT
iassist-967	496	8	.	.	PUNCT
iassist-967	497	1	why	why	SCONJ
iassist-967	497	2	most	most	ADJ
iassist-967	497	3	published	publish	VERB
iassist-967	497	4	research	research	NOUN
iassist-967	497	5	findings	finding	NOUN
iassist-967	497	6	are	be	AUX
iassist-967	497	7	false	false	ADJ
iassist-967	497	8	.	.	PUNCT
iassist-967	498	1	plos	plos	PROPN
iassist-967	498	2	medicine	medicine	PROPN
iassist-967	498	3	,	,	PUNCT
iassist-967	498	4	2(8	2(8	NUM
iassist-967	498	5	)	)	PUNCT
iassist-967	498	6	,	,	PUNCT
iassist-967	498	7	p.e124	p.e124	NOUN
iassist-967	498	8	.	.	PUNCT
iassist-967	499	1	https://doi.org/10.1371/journal.pmed.0020124	https://doi.org/10.1371/journal.pmed.0020124	PROPN
iassist-967	499	2	ioannidis	ioannidis	PROPN
iassist-967	499	3	,	,	PUNCT
iassist-967	499	4	j.	j.	PROPN
iassist-967	499	5	(	(	PUNCT
iassist-967	499	6	2008	2008	NUM
iassist-967	499	7	)	)	PUNCT
iassist-967	499	8	.	.	PUNCT
iassist-967	500	1	why	why	SCONJ
iassist-967	500	2	most	most	ADV
iassist-967	500	3	discovered	discover	VERB
iassist-967	500	4	true	true	ADJ
iassist-967	500	5	associations	association	NOUN
iassist-967	500	6	are	be	AUX
iassist-967	500	7	inflated	inflate	VERB
iassist-967	500	8	.	.	PUNCT
iassist-967	501	1	epidemiology	epidemiology	NOUN
iassist-967	501	2	,	,	PUNCT
iassist-967	501	3	19(5	19(5	NUM
iassist-967	501	4	)	)	PUNCT
iassist-967	501	5	,	,	PUNCT
iassist-967	501	6	pp.640648	pp.640648	PROPN
iassist-967	501	7	.	.	PUNCT
iassist-967	502	1	https://doi.org/10.1097/ede.0b013e31818131e7	https://doi.org/10.1097/ede.0b013e31818131e7	PROPN
iassist-967	502	2	ioannidis	ioannidis	PROPN
iassist-967	502	3	,	,	PUNCT
iassist-967	502	4	j.	j.	PROPN
iassist-967	502	5	(	(	PUNCT
iassist-967	502	6	2012	2012	NUM
iassist-967	502	7	)	)	PUNCT
iassist-967	502	8	.	.	PUNCT
iassist-967	503	1	why	why	SCONJ
iassist-967	503	2	science	science	NOUN
iassist-967	503	3	is	be	AUX
iassist-967	503	4	not	not	PART
iassist-967	503	5	necessarily	necessarily	ADV
iassist-967	503	6	self	self	NOUN
iassist-967	503	7	-	-	PUNCT
iassist-967	503	8	correcting	correct	VERB
iassist-967	503	9	.	.	PUNCT
iassist-967	504	1	perspectives	perspective	NOUN
iassist-967	504	2	on	on	ADP
iassist-967	504	3	psychological	psychological	ADJ
iassist-967	504	4	science	science	NOUN
iassist-967	504	5	,	,	PUNCT
iassist-967	504	6	7(6	7(6	NUM
iassist-967	504	7	)	)	PUNCT
iassist-967	504	8	,	,	PUNCT
iassist-967	504	9	pp.645	pp.645	PROPN
iassist-967	504	10	-	-	SYM
iassist-967	504	11	654	654	NUM
iassist-967	504	12	.	.	PUNCT
iassist-967	505	1	https://doi.org/10.1177/1745691612464056	https://doi.org/10.1177/1745691612464056	X
iassist-967	505	2	ioannidis	ioannidis	PROPN
iassist-967	505	3	,	,	PUNCT
iassist-967	505	4	j.	j.	PROPN
iassist-967	505	5	(	(	PUNCT
iassist-967	505	6	2014	2014	NUM
iassist-967	505	7	)	)	PUNCT
iassist-967	505	8	.	.	PUNCT
iassist-967	506	1	how	how	SCONJ
iassist-967	506	2	to	to	PART
iassist-967	506	3	make	make	VERB
iassist-967	506	4	more	more	ADV
iassist-967	506	5	published	publish	VERB
iassist-967	506	6	research	research	NOUN
iassist-967	506	7	true	true	ADJ
iassist-967	506	8	.	.	PUNCT
iassist-967	507	1	plos	plos	PROPN
iassist-967	507	2	medicine	medicine	PROPN
iassist-967	507	3	,	,	PUNCT
iassist-967	507	4	11(10	11(10	NUM
iassist-967	507	5	)	)	PUNCT
iassist-967	507	6	,	,	PUNCT
iassist-967	507	7	p.e1001747	p.e1001747	PROPN
iassist-967	507	8	.	.	PUNCT
iassist-967	508	1	https://doi.org/10.1371/journal.pmed.1001747	https://doi.org/10.1371/journal.pmed.1001747	PROPN
iassist-967	508	2	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	508	3	http://www.latimes.com/opinion/op-ed/la-oe-0214-firestein-science-replication-failure-20160214-story.html	http://www.latimes.com/opinion/op-ed/la-oe-0214-firestein-science-replication-failure-20160214-story.html	PUNCT
iassist-967	508	4	http://www.latimes.com/opinion/op-ed/la-oe-0214-firestein-science-replication-failure-20160214-story.html	http://www.latimes.com/opinion/op-ed/la-oe-0214-firestein-science-replication-failure-20160214-story.html	X
iassist-967	508	5	https://ropensci.org/blog/2014/06/09/reproducibility/	https://ropensci.org/blog/2014/06/09/reproducibility/	PUNCT
iassist-967	509	1	https://doi.org/10.1109/mcse.2009.14	https://doi.org/10.1109/mcse.2009.14	PROPN
iassist-967	509	2	https://doi.org/10.1021/acs.jpclett.5b00285	https://doi.org/10.1021/acs.jpclett.5b00285	PROPN
iassist-967	509	3	https://doi.org/10.1186/gb-2010-11-8-r86	https://doi.org/10.1186/gb-2010-11-8-r86	PROPN
iassist-967	509	4	https://doi.org/10.1126/scitranslmed.aaf5027	https://doi.org/10.1126/scitranslmed.aaf5027	PROPN
iassist-967	509	5	https://doi.org/10.1007/s10654-016-0149-3	https://doi.org/10.1007/s10654-016-0149-3	NUM
iassist-967	509	6	https://doi.org/10.1038/534326d	https://doi.org/10.1038/534326d	PRON
iassist-967	510	1	https://doi.org/10.3389/fnhum.2017.00441	https://doi.org/10.3389/fnhum.2017.00441	PROPN
iassist-967	510	2	https://doi.org/10.1038/nphys4079	https://doi.org/10.1038/nphys4079	PROPN
iassist-967	510	3	https://doi.org/10.1371/journal.pmed.0020124	https://doi.org/10.1371/journal.pmed.0020124	PROPN
iassist-967	511	1	https://doi.org/10.1097/ede.0b013e31818131e7	https://doi.org/10.1097/ede.0b013e31818131e7	PROPN
iassist-967	511	2	https://doi.org/10.1177/1745691612464056	https://doi.org/10.1177/1745691612464056	PROPN
iassist-967	511	3	https://doi.org/10.1371/journal.pmed.1001747	https://doi.org/10.1371/journal.pmed.1001747	PROPN
iassist-967	511	4	21/26	21/26	NUM
iassist-967	511	5	antognoli	antognoli	NOUN
iassist-967	512	1	,	,	PUNCT
iassist-967	512	2	erin	erin	NOUN
iassist-967	512	3	;	;	PUNCT
iassist-967	512	4	avila	avila	PROPN
iassist-967	512	5	,	,	PUNCT
iassist-967	512	6	regina	regina	PROPN
iassist-967	512	7	;	;	PUNCT
iassist-967	512	8	sears	sears	PROPN
iassist-967	512	9	,	,	PUNCT
iassist-967	512	10	jonathan	jonathan	PROPN
iassist-967	512	11	;	;	PUNCT
iassist-967	512	12	christiansen	christiansen	PROPN
iassist-967	512	13	,	,	PUNCT
iassist-967	512	14	leighton	leighton	PROPN
iassist-967	512	15	;	;	PUNCT
iassist-967	512	16	tieman	tieman	NOUN
iassist-967	512	17	,	,	PUNCT
iassist-967	512	18	jessica	jessica	PROPN
iassist-967	512	19	;	;	PUNCT
iassist-967	512	20	hart	hart	PROPN
iassist-967	512	21	,	,	PUNCT
iassist-967	512	22	jacquelyn	jacquelyn	PROPN
iassist-967	512	23	(	(	PUNCT
iassist-967	512	24	2020	2020	NUM
iassist-967	512	25	)	)	PUNCT
iassist-967	512	26	reproducibility	reproducibility	NOUN
iassist-967	512	27	literature	literature	NOUN
iassist-967	512	28	analysis	analysis	NOUN
iassist-967	512	29	a	a	DET
iassist-967	512	30	federal	federal	ADJ
iassist-967	512	31	information	information	NOUN
iassist-967	512	32	professional	professional	PROPN
iassist-967	512	33	perspective	perspective	NOUN
iassist-967	512	34	,	,	PUNCT
iassist-967	512	35	iassist	iassist	VERB
iassist-967	512	36	quarterly	quarterly	ADJ
iassist-967	512	37	44(1	44(1	PROPN
iassist-967	512	38	-	-	PUNCT
iassist-967	512	39	2	2	NUM
iassist-967	512	40	)	)	PUNCT
iassist-967	512	41	,	,	PUNCT
iassist-967	512	42	pp	pp	ADJ
iassist-967	512	43	.	.	PUNCT
iassist-967	513	1	1	1	NUM
iassist-967	513	2	-	-	SYM
iassist-967	513	3	26	26	NUM
iassist-967	513	4	.	.	PUNCT
iassist-967	514	1	doi	doi	NOUN
iassist-967	514	2	:	:	PUNCT
iassist-967	514	3	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	514	4	iorns	iorns	PROPN
iassist-967	514	5	,	,	PUNCT
iassist-967	514	6	e.	e.	PROPN
iassist-967	514	7	and	and	CCONJ
iassist-967	514	8	chong	chong	PROPN
iassist-967	514	9	,	,	PUNCT
iassist-967	514	10	c.	c.	PROPN
iassist-967	514	11	(	(	PUNCT
iassist-967	514	12	2014	2014	NUM
iassist-967	514	13	)	)	PUNCT
iassist-967	514	14	.	.	PUNCT
iassist-967	515	1	new	new	ADJ
iassist-967	515	2	forms	form	NOUN
iassist-967	515	3	of	of	ADP
iassist-967	515	4	checks	check	NOUN
iassist-967	515	5	and	and	CCONJ
iassist-967	515	6	balances	balance	NOUN
iassist-967	515	7	are	be	AUX
iassist-967	515	8	needed	need	VERB
iassist-967	515	9	to	to	PART
iassist-967	515	10	improve	improve	VERB
iassist-967	515	11	research	research	NOUN
iassist-967	515	12	integrity	integrity	NOUN
iassist-967	515	13	.	.	PUNCT
iassist-967	516	1	f1000research	f1000research	PROPN
iassist-967	516	2	,	,	PUNCT
iassist-967	516	3	3	3	NUM
iassist-967	516	4	,	,	PUNCT
iassist-967	516	5	p.119	p.119	NOUN
iassist-967	516	6	.	.	PUNCT
iassist-967	517	1	https://doi.org/10.12688/f1000research.3714.1	https://doi.org/10.12688/f1000research.3714.1	ADJ
iassist-967	517	2	ishiyama	ishiyama	NOUN
iassist-967	517	3	,	,	PUNCT
iassist-967	517	4	j.	j.	PROPN
iassist-967	517	5	(	(	PUNCT
iassist-967	517	6	2013	2013	NUM
iassist-967	517	7	)	)	PUNCT
iassist-967	517	8	.	.	PUNCT
iassist-967	518	1	replication	replication	NOUN
iassist-967	518	2	,	,	PUNCT
iassist-967	518	3	research	research	NOUN
iassist-967	518	4	transparency	transparency	NOUN
iassist-967	518	5	,	,	PUNCT
iassist-967	518	6	and	and	CCONJ
iassist-967	518	7	journal	journal	NOUN
iassist-967	518	8	publications	publication	NOUN
iassist-967	518	9	:	:	PUNCT
iassist-967	518	10	individualism	individualism	NOUN
iassist-967	518	11	,	,	PUNCT
iassist-967	518	12	community	community	NOUN
iassist-967	518	13	models	model	NOUN
iassist-967	518	14	,	,	PUNCT
iassist-967	518	15	and	and	CCONJ
iassist-967	518	16	the	the	DET
iassist-967	518	17	future	future	NOUN
iassist-967	518	18	of	of	ADP
iassist-967	518	19	replication	replication	NOUN
iassist-967	518	20	studies	study	NOUN
iassist-967	518	21	.	.	PUNCT
iassist-967	519	1	ps	ps	NOUN
iassist-967	519	2	:	:	PUNCT
iassist-967	519	3	political	political	ADJ
iassist-967	519	4	science	science	NOUN
iassist-967	519	5	&	&	CCONJ
iassist-967	519	6	politics	politic	NOUN
iassist-967	519	7	,	,	PUNCT
iassist-967	519	8	47(01	47(01	NOUN
iassist-967	519	9	)	)	PUNCT
iassist-967	519	10	,	,	PUNCT
iassist-967	519	11	pp.7883	pp.7883	PROPN
iassist-967	519	12	.	.	PUNCT
iassist-967	520	1	https://doi.org/10.1017/s1049096513001765	https://doi.org/10.1017/s1049096513001765	PROPN
iassist-967	520	2	jarvis	jarvis	PROPN
iassist-967	520	3	,	,	PUNCT
iassist-967	520	4	m.	m.	NOUN
iassist-967	520	5	and	and	CCONJ
iassist-967	520	6	williams	williams	PROPN
iassist-967	520	7	,	,	PUNCT
iassist-967	520	8	m.	m.	NOUN
iassist-967	520	9	(	(	PUNCT
iassist-967	520	10	2016	2016	NUM
iassist-967	520	11	)	)	PUNCT
iassist-967	520	12	.	.	PUNCT
iassist-967	521	1	irreproducibility	irreproducibility	NOUN
iassist-967	521	2	in	in	ADP
iassist-967	521	3	preclinical	preclinical	ADJ
iassist-967	521	4	biomedical	biomedical	ADJ
iassist-967	521	5	research	research	NOUN
iassist-967	521	6	:	:	PUNCT
iassist-967	521	7	perceptions	perception	NOUN
iassist-967	521	8	,	,	PUNCT
iassist-967	521	9	uncertainties	uncertainty	NOUN
iassist-967	521	10	,	,	PUNCT
iassist-967	521	11	and	and	CCONJ
iassist-967	521	12	knowledge	knowledge	NOUN
iassist-967	521	13	gaps	gap	NOUN
iassist-967	521	14	.	.	PUNCT
iassist-967	522	1	trends	trend	NOUN
iassist-967	522	2	in	in	ADP
iassist-967	522	3	pharmacological	pharmacological	ADJ
iassist-967	522	4	sciences	science	NOUN
iassist-967	522	5	,	,	PUNCT
iassist-967	522	6	37(4	37(4	NOUN
iassist-967	522	7	)	)	PUNCT
iassist-967	522	8	,	,	PUNCT
iassist-967	522	9	pp.290	pp.290	PROPN
iassist-967	522	10	-	-	SYM
iassist-967	522	11	302	302	NUM
iassist-967	522	12	.	.	PUNCT
iassist-967	523	1	https://doi.org/10.1016/j.tips.2015.12.001	https://doi.org/10.1016/j.tips.2015.12.001	NOUN
iassist-967	523	2	jasny	jasny	PROPN
iassist-967	523	3	,	,	PUNCT
iassist-967	523	4	b.	b.	PROPN
iassist-967	523	5	,	,	PUNCT
iassist-967	523	6	wigginton	wigginton	PROPN
iassist-967	523	7	,	,	PUNCT
iassist-967	523	8	n.	n.	PROPN
iassist-967	523	9	,	,	PUNCT
iassist-967	523	10	mcnutt	mcnutt	PROPN
iassist-967	523	11	,	,	PUNCT
iassist-967	523	12	m.	m.	NOUN
iassist-967	523	13	,	,	PUNCT
iassist-967	523	14	bubela	bubela	PROPN
iassist-967	523	15	,	,	PUNCT
iassist-967	523	16	t.	t.	PROPN
iassist-967	523	17	,	,	PUNCT
iassist-967	523	18	buck	buck	NOUN
iassist-967	523	19	,	,	PUNCT
iassist-967	523	20	s.	s.	PROPN
iassist-967	523	21	,	,	PUNCT
iassist-967	523	22	cook	cook	NOUN
iassist-967	523	23	-	-	PUNCT
iassist-967	523	24	deegan	deegan	PROPN
iassist-967	523	25	,	,	PUNCT
iassist-967	523	26	r.	r.	PROPN
iassist-967	523	27	,	,	PUNCT
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iassist-967	523	29	,	,	PUNCT
iassist-967	523	30	t.	t.	PROPN
iassist-967	523	31	,	,	PUNCT
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iassist-967	523	33	,	,	PUNCT
iassist-967	523	34	b.	b.	PROPN
iassist-967	523	35	,	,	PUNCT
iassist-967	523	36	hustad	hustad	PROPN
iassist-967	523	37	,	,	PUNCT
iassist-967	523	38	c.	c.	PROPN
iassist-967	523	39	,	,	PUNCT
iassist-967	523	40	kiermer	kiermer	PROPN
iassist-967	523	41	,	,	PUNCT
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iassist-967	523	43	,	,	PUNCT
iassist-967	523	44	lazer	lazer	NOUN
iassist-967	523	45	,	,	PUNCT
iassist-967	523	46	d.	d.	PROPN
iassist-967	523	47	,	,	PUNCT
iassist-967	523	48	lupia	lupia	PROPN
iassist-967	523	49	,	,	PUNCT
iassist-967	523	50	a.	a.	NOUN
iassist-967	523	51	,	,	PUNCT
iassist-967	523	52	manrai	manrai	PROPN
iassist-967	523	53	,	,	PUNCT
iassist-967	523	54	a.	a.	PROPN
iassist-967	523	55	,	,	PUNCT
iassist-967	523	56	mcconnell	mcconnell	PROPN
iassist-967	523	57	,	,	PUNCT
iassist-967	523	58	l.	l.	PROPN
iassist-967	523	59	,	,	PUNCT
iassist-967	523	60	noonan	noonan	PROPN
iassist-967	523	61	,	,	PUNCT
iassist-967	523	62	k.	k.	PROPN
iassist-967	523	63	,	,	PUNCT
iassist-967	523	64	phimister	phimister	NOUN
iassist-967	523	65	,	,	PUNCT
iassist-967	523	66	e.	e.	PROPN
iassist-967	523	67	,	,	PUNCT
iassist-967	523	68	simon	simon	PROPN
iassist-967	523	69	,	,	PUNCT
iassist-967	523	70	b.	b.	PROPN
iassist-967	523	71	,	,	PUNCT
iassist-967	523	72	strandburg	strandburg	PROPN
iassist-967	523	73	,	,	PUNCT
iassist-967	523	74	k.	k.	PROPN
iassist-967	523	75	,	,	PUNCT
iassist-967	523	76	summers	summer	NOUN
iassist-967	523	77	,	,	PUNCT
iassist-967	523	78	z.	z.	PROPN
iassist-967	523	79	and	and	CCONJ
iassist-967	523	80	watts	watts	PROPN
iassist-967	523	81	,	,	PUNCT
iassist-967	523	82	d.	d.	PROPN
iassist-967	523	83	(	(	PUNCT
iassist-967	523	84	2017	2017	NUM
iassist-967	523	85	)	)	PUNCT
iassist-967	523	86	.	.	PUNCT
iassist-967	524	1	fostering	foster	VERB
iassist-967	524	2	reproducibility	reproducibility	NOUN
iassist-967	524	3	in	in	ADP
iassist-967	524	4	industry	industry	NOUN
iassist-967	524	5	-	-	PUNCT
iassist-967	524	6	academia	academia	NOUN
iassist-967	524	7	research	research	NOUN
iassist-967	524	8	.	.	PUNCT
iassist-967	525	1	science	science	NOUN
iassist-967	525	2	,	,	PUNCT
iassist-967	525	3	357(6353	357(6353	NUM
iassist-967	525	4	)	)	PUNCT
iassist-967	525	5	,	,	PUNCT
iassist-967	525	6	pp.759	pp.759	PROPN
iassist-967	525	7	-	-	PUNCT
iassist-967	525	8	761	761	NUM
iassist-967	525	9	.	.	PUNCT
iassist-967	526	1	https://doi.org/10.1126/science.aan4906	https://doi.org/10.1126/science.aan4906	ADP
iassist-967	526	2	jones	jone	NOUN
iassist-967	526	3	,	,	PUNCT
iassist-967	526	4	a.	a.	PROPN
iassist-967	526	5	and	and	CCONJ
iassist-967	526	6	kemp	kemp	PROPN
iassist-967	526	7	,	,	PUNCT
iassist-967	526	8	a.	a.	PROPN
iassist-967	526	9	(	(	PUNCT
iassist-967	526	10	2016	2016	NUM
iassist-967	526	11	)	)	PUNCT
iassist-967	526	12	.	.	PUNCT
iassist-967	527	1	why	why	SCONJ
iassist-967	527	2	is	be	AUX
iassist-967	527	3	so	so	ADV
iassist-967	527	4	much	much	ADJ
iassist-967	527	5	research	research	NOUN
iassist-967	527	6	dodgy	dodgy	VERB
iassist-967	527	7	?	?	PUNCT
iassist-967	528	1	blame	blame	VERB
iassist-967	528	2	the	the	DET
iassist-967	528	3	research	research	NOUN
iassist-967	528	4	excellence	excellence	NOUN
iassist-967	528	5	framework	framework	NOUN
iassist-967	528	6	.	.	PUNCT
iassist-967	529	1	[	[	X
iassist-967	529	2	online	online	X
iassist-967	529	3	]	]	X
iassist-967	529	4	the	the	DET
iassist-967	529	5	guardian	guardian	PROPN
iassist-967	529	6	.	.	PUNCT
iassist-967	530	1	available	available	ADJ
iassist-967	530	2	at	at	ADP
iassist-967	530	3	:	:	PUNCT
iassist-967	530	4	http://www.theguardian.com/higher-educationnetwork/2016/oct/17/why-is-so-much-research-dodgy-blame-the-research-excellence-framework	http://www.theguardian.com/higher-educationnetwork/2016/oct/17/why-is-so-much-research-dodgy-blame-the-research-excellence-framework	NOUN
iassist-967	530	5	[	[	X
iassist-967	530	6	accessed	access	VERB
iassist-967	530	7	10	10	NUM
iassist-967	530	8	sep	sep	NOUN
iassist-967	530	9	.	.	PROPN
iassist-967	530	10	2019	2019	NUM
iassist-967	530	11	]	]	PUNCT
iassist-967	530	12	.	.	PUNCT
iassist-967	531	1	jordan	jordan	PROPN
iassist-967	531	2	,	,	PUNCT
iassist-967	531	3	p.	p.	PROPN
iassist-967	531	4	(	(	PUNCT
iassist-967	531	5	2014	2014	NUM
iassist-967	531	6	)	)	PUNCT
iassist-967	531	7	.	.	PUNCT
iassist-967	532	1	give	give	VERB
iassist-967	532	2	young	young	ADJ
iassist-967	532	3	scientists	scientist	NOUN
iassist-967	532	4	a	a	DET
iassist-967	532	5	level	level	NOUN
iassist-967	532	6	playing	play	VERB
iassist-967	532	7	field	field	NOUN
iassist-967	532	8	.	.	PUNCT
iassist-967	533	1	science	science	NOUN
iassist-967	533	2	,	,	PUNCT
iassist-967	533	3	346(6210	346(6210	NOUN
iassist-967	533	4	)	)	PUNCT
iassist-967	533	5	,	,	PUNCT
iassist-967	533	6	pp.711	pp.711	NOUN
iassist-967	533	7	-	-	PUNCT
iassist-967	533	8	711	711	NUM
iassist-967	533	9	.	.	PUNCT
iassist-967	534	1	https://doi.org/10.1126/science.346.6210.711-a	https://doi.org/10.1126/science.346.6210.711-a	ADJ
iassist-967	534	2	kappenman	kappenman	NOUN
iassist-967	534	3	,	,	PUNCT
iassist-967	534	4	e.	e.	PROPN
iassist-967	534	5	and	and	CCONJ
iassist-967	534	6	keil	keil	PROPN
iassist-967	534	7	,	,	PUNCT
iassist-967	534	8	a.	a.	NOUN
iassist-967	534	9	(	(	PUNCT
iassist-967	534	10	2016	2016	NUM
iassist-967	534	11	)	)	PUNCT
iassist-967	534	12	.	.	PUNCT
iassist-967	535	1	introduction	introduction	NOUN
iassist-967	535	2	to	to	ADP
iassist-967	535	3	the	the	DET
iassist-967	535	4	special	special	ADJ
iassist-967	535	5	issue	issue	NOUN
iassist-967	535	6	on	on	ADP
iassist-967	535	7	recentering	recentere	VERB
iassist-967	535	8	science	science	NOUN
iassist-967	535	9	:	:	PUNCT
iassist-967	535	10	replication	replication	NOUN
iassist-967	535	11	,	,	PUNCT
iassist-967	535	12	robustness	robustness	NOUN
iassist-967	535	13	,	,	PUNCT
iassist-967	535	14	and	and	CCONJ
iassist-967	535	15	reproducibility	reproducibility	NOUN
iassist-967	535	16	in	in	ADP
iassist-967	535	17	psychophysiology	psychophysiology	NOUN
iassist-967	535	18	.	.	PUNCT
iassist-967	536	1	psychophysiology	psychophysiology	NOUN
iassist-967	536	2	,	,	PUNCT
iassist-967	536	3	54(1	54(1	NUM
iassist-967	536	4	)	)	PUNCT
iassist-967	536	5	,	,	PUNCT
iassist-967	536	6	pp.3	pp.3	PROPN
iassist-967	536	7	-	-	SYM
iassist-967	536	8	5	5	NUM
iassist-967	536	9	.	.	PUNCT
iassist-967	536	10	https://doi.org/10.1111/psyp.12787	https://doi.org/10.1111/psyp.12787	PROPN
iassist-967	536	11	lawton	lawton	PROPN
iassist-967	536	12	,	,	PUNCT
iassist-967	536	13	j.	j.	PROPN
iassist-967	536	14	(	(	PUNCT
iassist-967	536	15	2016	2016	NUM
iassist-967	536	16	)	)	PUNCT
iassist-967	536	17	.	.	PUNCT
iassist-967	537	1	reproducibility	reproducibility	NOUN
iassist-967	537	2	and	and	CCONJ
iassist-967	537	3	replicability	replicability	NOUN
iassist-967	537	4	of	of	ADP
iassist-967	537	5	science	science	NOUN
iassist-967	537	6	and	and	CCONJ
iassist-967	537	7	thoracic	thoracic	NOUN
iassist-967	537	8	surgery	surgery	NOUN
iassist-967	537	9	.	.	PUNCT
iassist-967	538	1	the	the	DET
iassist-967	538	2	journal	journal	NOUN
iassist-967	538	3	of	of	ADP
iassist-967	538	4	thoracic	thoracic	NOUN
iassist-967	538	5	and	and	CCONJ
iassist-967	538	6	cardiovascular	cardiovascular	ADJ
iassist-967	538	7	surgery	surgery	NOUN
iassist-967	538	8	,	,	PUNCT
iassist-967	538	9	152(6	152(6	NUM
iassist-967	538	10	)	)	PUNCT
iassist-967	538	11	,	,	PUNCT
iassist-967	538	12	pp.1489	pp.1489	PROPN
iassist-967	538	13	-	-	PUNCT
iassist-967	538	14	1491	1491	NUM
iassist-967	538	15	.	.	PUNCT
iassist-967	539	1	https://doi.org/10.1016/j.jtcvs.2016.08.044	https://doi.org/10.1016/j.jtcvs.2016.08.044	PROPN
iassist-967	539	2	leek	leek	PROPN
iassist-967	539	3	,	,	PUNCT
iassist-967	539	4	j.	j.	PROPN
iassist-967	539	5	and	and	CCONJ
iassist-967	539	6	peng	peng	PROPN
iassist-967	539	7	,	,	PUNCT
iassist-967	539	8	r.	r.	PROPN
iassist-967	539	9	(	(	PUNCT
iassist-967	539	10	2015	2015	NUM
iassist-967	539	11	)	)	PUNCT
iassist-967	539	12	.	.	PUNCT
iassist-967	540	1	opinion	opinion	NOUN
iassist-967	540	2	:	:	PUNCT
iassist-967	540	3	reproducible	reproducible	VERB
iassist-967	540	4	research	research	NOUN
iassist-967	540	5	can	can	AUX
iassist-967	540	6	still	still	ADV
iassist-967	540	7	be	be	AUX
iassist-967	540	8	wrong	wrong	ADJ
iassist-967	540	9	:	:	PUNCT
iassist-967	540	10	adopting	adopt	VERB
iassist-967	540	11	a	a	DET
iassist-967	540	12	prevention	prevention	NOUN
iassist-967	540	13	approach	approach	NOUN
iassist-967	540	14	:	:	PUNCT
iassist-967	540	15	fig	fig	NOUN
iassist-967	540	16	.	.	PUNCT
iassist-967	541	1	1	1	X
iassist-967	541	2	.	.	X
iassist-967	541	3	proceedings	proceeding	NOUN
iassist-967	541	4	of	of	ADP
iassist-967	541	5	the	the	DET
iassist-967	541	6	national	national	PROPN
iassist-967	541	7	academy	academy	PROPN
iassist-967	541	8	of	of	ADP
iassist-967	541	9	sciences	sciences	PROPN
iassist-967	541	10	,	,	PUNCT
iassist-967	541	11	112(6	112(6	NUM
iassist-967	541	12	)	)	PUNCT
iassist-967	541	13	,	,	PUNCT
iassist-967	541	14	pp.1645	pp.1645	PROPN
iassist-967	541	15	-	-	PUNCT
iassist-967	541	16	1646	1646	NUM
iassist-967	541	17	.	.	PUNCT
iassist-967	542	1	https://doi.org/10.1073/pnas.1421412111	https://doi.org/10.1073/pnas.1421412111	NOUN
iassist-967	542	2	leveque	leveque	ADV
iassist-967	542	3	,	,	PUNCT
iassist-967	542	4	r.	r.	PROPN
iassist-967	542	5	(	(	PUNCT
iassist-967	542	6	2009	2009	NUM
iassist-967	542	7	)	)	PUNCT
iassist-967	542	8	.	.	PUNCT
iassist-967	543	1	python	python	NOUN
iassist-967	543	2	tools	tool	NOUN
iassist-967	543	3	for	for	ADP
iassist-967	543	4	reproducible	reproducible	ADJ
iassist-967	543	5	research	research	NOUN
iassist-967	543	6	on	on	ADP
iassist-967	543	7	hyperbolic	hyperbolic	ADJ
iassist-967	543	8	problems	problem	NOUN
iassist-967	543	9	.	.	PUNCT
iassist-967	544	1	computing	compute	VERB
iassist-967	544	2	in	in	ADP
iassist-967	544	3	science	science	PROPN
iassist-967	544	4	&	&	CCONJ
iassist-967	544	5	engineering	engineering	PROPN
iassist-967	544	6	,	,	PUNCT
iassist-967	544	7	11(1	11(1	NUM
iassist-967	544	8	)	)	PUNCT
iassist-967	544	9	,	,	PUNCT
iassist-967	544	10	pp.19	pp.19	NOUN
iassist-967	544	11	-	-	PUNCT
iassist-967	544	12	27	27	NUM
iassist-967	544	13	.	.	PUNCT
iassist-967	545	1	https://doi.org/10.1109/mcse.2009.13	https://doi.org/10.1109/mcse.2009.13	PROPN
iassist-967	545	2	lupia	lupia	PROPN
iassist-967	545	3	,	,	PUNCT
iassist-967	545	4	a.	a.	NOUN
iassist-967	545	5	and	and	CCONJ
iassist-967	545	6	alter	alter	PROPN
iassist-967	545	7	,	,	PUNCT
iassist-967	545	8	g.	g.	PROPN
iassist-967	545	9	(	(	PUNCT
iassist-967	545	10	2013	2013	NUM
iassist-967	545	11	)	)	PUNCT
iassist-967	545	12	.	.	PUNCT
iassist-967	546	1	data	datum	NOUN
iassist-967	546	2	access	access	NOUN
iassist-967	546	3	and	and	CCONJ
iassist-967	546	4	research	research	NOUN
iassist-967	546	5	transparency	transparency	NOUN
iassist-967	546	6	in	in	ADP
iassist-967	546	7	the	the	DET
iassist-967	546	8	quantitative	quantitative	ADJ
iassist-967	546	9	tradition	tradition	NOUN
iassist-967	546	10	.	.	PUNCT
iassist-967	547	1	ps	ps	NOUN
iassist-967	547	2	:	:	PUNCT
iassist-967	547	3	political	political	ADJ
iassist-967	547	4	science	science	NOUN
iassist-967	547	5	&	&	CCONJ
iassist-967	547	6	politics	politic	NOUN
iassist-967	547	7	,	,	PUNCT
iassist-967	547	8	47(01	47(01	NOUN
iassist-967	547	9	)	)	PUNCT
iassist-967	547	10	,	,	PUNCT
iassist-967	547	11	pp.54	pp.54	PROPN
iassist-967	547	12	-	-	PUNCT
iassist-967	547	13	59	59	NUM
iassist-967	547	14	.	.	PUNCT
iassist-967	548	1	https://doi.org/10.1017/s1049096513001728	https://doi.org/10.1017/s1049096513001728	NUM
iassist-967	548	2	makel	makel	NOUN
iassist-967	548	3	,	,	PUNCT
iassist-967	548	4	m.	m.	NOUN
iassist-967	548	5	and	and	CCONJ
iassist-967	548	6	plucker	plucker	PROPN
iassist-967	548	7	,	,	PUNCT
iassist-967	548	8	j.	j.	PROPN
iassist-967	548	9	(	(	PUNCT
iassist-967	548	10	2014	2014	NUM
iassist-967	548	11	)	)	PUNCT
iassist-967	548	12	.	.	PUNCT
iassist-967	549	1	facts	fact	NOUN
iassist-967	549	2	are	be	AUX
iassist-967	549	3	more	more	ADV
iassist-967	549	4	important	important	ADJ
iassist-967	549	5	than	than	ADP
iassist-967	549	6	novelty	novelty	NOUN
iassist-967	549	7	.	.	PUNCT
iassist-967	550	1	educational	educational	ADJ
iassist-967	550	2	researcher	researcher	NOUN
iassist-967	550	3	,	,	PUNCT
iassist-967	550	4	43(6	43(6	NOUN
iassist-967	550	5	)	)	PUNCT
iassist-967	550	6	,	,	PUNCT
iassist-967	550	7	pp.304	pp.304	PROPN
iassist-967	550	8	-	-	PUNCT
iassist-967	550	9	316	316	NUM
iassist-967	550	10	.	.	PUNCT
iassist-967	551	1	https://doi.org/10.3102/0013189x14545513	https://doi.org/10.3102/0013189x14545513	PROPN
iassist-967	551	2	maniadis	maniadis	PROPN
iassist-967	551	3	,	,	PUNCT
iassist-967	551	4	z.	z.	PROPN
iassist-967	551	5	,	,	PUNCT
iassist-967	551	6	tufano	tufano	PROPN
iassist-967	551	7	,	,	PUNCT
iassist-967	551	8	f.	f.	PROPN
iassist-967	551	9	and	and	CCONJ
iassist-967	551	10	list	list	PROPN
iassist-967	551	11	,	,	PUNCT
iassist-967	551	12	j.	j.	PROPN
iassist-967	551	13	(	(	PUNCT
iassist-967	551	14	2017	2017	NUM
iassist-967	551	15	)	)	PUNCT
iassist-967	551	16	.	.	PUNCT
iassist-967	552	1	to	to	PART
iassist-967	552	2	replicate	replicate	VERB
iassist-967	552	3	or	or	CCONJ
iassist-967	552	4	not	not	PART
iassist-967	552	5	to	to	PART
iassist-967	552	6	replicate	replicate	VERB
iassist-967	552	7	?	?	PUNCT
iassist-967	553	1	exploring	explore	VERB
iassist-967	553	2	reproducibility	reproducibility	NOUN
iassist-967	553	3	in	in	ADP
iassist-967	553	4	economics	economic	NOUN
iassist-967	553	5	through	through	ADP
iassist-967	553	6	the	the	DET
iassist-967	553	7	lens	lens	NOUN
iassist-967	553	8	of	of	ADP
iassist-967	553	9	a	a	DET
iassist-967	553	10	model	model	NOUN
iassist-967	553	11	and	and	CCONJ
iassist-967	553	12	a	a	DET
iassist-967	553	13	pilot	pilot	NOUN
iassist-967	553	14	study	study	NOUN
iassist-967	553	15	.	.	PUNCT
iassist-967	554	1	the	the	DET
iassist-967	554	2	economic	economic	ADJ
iassist-967	554	3	journal	journal	NOUN
iassist-967	554	4	,	,	PUNCT
iassist-967	554	5	127(605	127(605	NUM
iassist-967	554	6	)	)	PUNCT
iassist-967	554	7	,	,	PUNCT
iassist-967	554	8	pp.f209f235	pp.f209f235	PROPN
iassist-967	554	9	.	.	PUNCT
iassist-967	555	1	https://doi.org/10.1111/ecoj.12527	https://doi.org/10.1111/ecoj.12527	PROPN
iassist-967	555	2	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	555	3	https://doi.org/10.12688/f1000research.3714.1	https://doi.org/10.12688/f1000research.3714.1	PROPN
iassist-967	555	4	https://doi.org/10.1017/s1049096513001765	https://doi.org/10.1017/s1049096513001765	PROPN
iassist-967	555	5	https://doi.org/10.1016/j.tips.2015.12.001	https://doi.org/10.1016/j.tips.2015.12.001	PROPN
iassist-967	555	6	https://doi.org/10.1126/science.aan4906	https://doi.org/10.1126/science.aan4906	ADP
iassist-967	555	7	http://www.theguardian.com/higher-education-network/2016/oct/17/why-is-so-much-research-dodgy-blame-the-research-excellence-framework	http://www.theguardian.com/higher-education-network/2016/oct/17/why-is-so-much-research-dodgy-blame-the-research-excellence-framework	NOUN
iassist-967	555	8	http://www.theguardian.com/higher-education-network/2016/oct/17/why-is-so-much-research-dodgy-blame-the-research-excellence-framework	http://www.theguardian.com/higher-education-network/2016/oct/17/why-is-so-much-research-dodgy-blame-the-research-excellence-framework	NOUN
iassist-967	555	9	https://doi.org/10.1126/science.346.6210.711-a	https://doi.org/10.1126/science.346.6210.711-a	ADJ
iassist-967	555	10	https://doi.org/10.1111/psyp.12787	https://doi.org/10.1111/psyp.12787	NOUN
iassist-967	555	11	https://doi.org/10.1016/j.jtcvs.2016.08.044	https://doi.org/10.1016/j.jtcvs.2016.08.044	PROPN
iassist-967	555	12	https://doi.org/10.1073/pnas.1421412111	https://doi.org/10.1073/pnas.1421412111	NOUN
iassist-967	555	13	https://doi.org/10.1109/mcse.2009.13	https://doi.org/10.1109/mcse.2009.13	PROPN
iassist-967	556	1	https://doi.org/10.1017/s1049096513001728	https://doi.org/10.1017/s1049096513001728	NUM
iassist-967	556	2	https://doi.org/10.3102/0013189x14545513	https://doi.org/10.3102/0013189x14545513	NOUN
iassist-967	556	3	https://doi.org/10.1111/ecoj.12527	https://doi.org/10.1111/ecoj.12527	PROPN
iassist-967	556	4	22/26	22/26	NUM
iassist-967	556	5	antognoli	antognoli	NOUN
iassist-967	556	6	,	,	PUNCT
iassist-967	556	7	erin	erin	NOUN
iassist-967	556	8	;	;	PUNCT
iassist-967	556	9	avila	avila	PROPN
iassist-967	556	10	,	,	PUNCT
iassist-967	556	11	regina	regina	PROPN
iassist-967	556	12	;	;	PUNCT
iassist-967	556	13	sears	sears	PROPN
iassist-967	556	14	,	,	PUNCT
iassist-967	556	15	jonathan	jonathan	PROPN
iassist-967	556	16	;	;	PUNCT
iassist-967	556	17	christiansen	christiansen	PROPN
iassist-967	556	18	,	,	PUNCT
iassist-967	556	19	leighton	leighton	PROPN
iassist-967	556	20	;	;	PUNCT
iassist-967	556	21	tieman	tieman	NOUN
iassist-967	556	22	,	,	PUNCT
iassist-967	556	23	jessica	jessica	PROPN
iassist-967	556	24	;	;	PUNCT
iassist-967	556	25	hart	hart	PROPN
iassist-967	556	26	,	,	PUNCT
iassist-967	556	27	jacquelyn	jacquelyn	PROPN
iassist-967	556	28	(	(	PUNCT
iassist-967	556	29	2020	2020	NUM
iassist-967	556	30	)	)	PUNCT
iassist-967	556	31	reproducibility	reproducibility	NOUN
iassist-967	556	32	literature	literature	NOUN
iassist-967	556	33	analysis	analysis	NOUN
iassist-967	556	34	a	a	DET
iassist-967	556	35	federal	federal	ADJ
iassist-967	556	36	information	information	NOUN
iassist-967	556	37	professional	professional	PROPN
iassist-967	556	38	perspective	perspective	NOUN
iassist-967	556	39	,	,	PUNCT
iassist-967	556	40	iassist	iassist	VERB
iassist-967	556	41	quarterly	quarterly	ADJ
iassist-967	556	42	44(1	44(1	PROPN
iassist-967	556	43	-	-	PUNCT
iassist-967	556	44	2	2	NUM
iassist-967	556	45	)	)	PUNCT
iassist-967	556	46	,	,	PUNCT
iassist-967	556	47	pp	pp	ADJ
iassist-967	556	48	.	.	PUNCT
iassist-967	557	1	1	1	NUM
iassist-967	557	2	-	-	SYM
iassist-967	557	3	26	26	NUM
iassist-967	557	4	.	.	PUNCT
iassist-967	558	1	doi	doi	NOUN
iassist-967	558	2	:	:	PUNCT
iassist-967	558	3	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	558	4	mcdermott	mcdermott	PROPN
iassist-967	558	5	,	,	PUNCT
iassist-967	558	6	r.	r.	PROPN
iassist-967	558	7	(	(	PUNCT
iassist-967	558	8	2013	2013	NUM
iassist-967	558	9	)	)	PUNCT
iassist-967	558	10	.	.	PUNCT
iassist-967	559	1	research	research	NOUN
iassist-967	559	2	transparency	transparency	NOUN
iassist-967	559	3	and	and	CCONJ
iassist-967	559	4	data	datum	NOUN
iassist-967	559	5	archiving	archive	VERB
iassist-967	559	6	for	for	ADP
iassist-967	559	7	experiments	experiment	NOUN
iassist-967	559	8	.	.	PUNCT
iassist-967	560	1	ps	ps	NOUN
iassist-967	560	2	:	:	PUNCT
iassist-967	560	3	political	political	ADJ
iassist-967	560	4	science	science	NOUN
iassist-967	560	5	&	&	CCONJ
iassist-967	560	6	politics	politic	NOUN
iassist-967	560	7	,	,	PUNCT
iassist-967	560	8	47(01	47(01	NOUN
iassist-967	560	9	)	)	PUNCT
iassist-967	560	10	,	,	PUNCT
iassist-967	560	11	pp.67	pp.67	NOUN
iassist-967	560	12	-	-	PUNCT
iassist-967	560	13	71	71	NUM
iassist-967	560	14	.	.	PUNCT
iassist-967	561	1	https://doi.org/10.1017/s1049096513001741	https://doi.org/10.1017/s1049096513001741	NUM
iassist-967	561	2	mclellan	mclellan	PROPN
iassist-967	561	3	,	,	PUNCT
iassist-967	561	4	m.	m.	NOUN
iassist-967	561	5	,	,	PUNCT
iassist-967	561	6	brannon	brannon	PROPN
iassist-967	561	7	,	,	PUNCT
iassist-967	561	8	p.	p.	PROPN
iassist-967	561	9	,	,	PUNCT
iassist-967	561	10	campa	campa	PROPN
iassist-967	561	11	,	,	PUNCT
iassist-967	561	12	a.	a.	NOUN
iassist-967	561	13	,	,	PUNCT
iassist-967	561	14	daley	daley	PROPN
iassist-967	561	15	-	-	PUNCT
iassist-967	561	16	laursen	laursen	PROPN
iassist-967	561	17	,	,	PUNCT
iassist-967	561	18	s.	s.	PROPN
iassist-967	561	19	,	,	PUNCT
iassist-967	561	20	kannan	kannan	PROPN
iassist-967	561	21	,	,	PUNCT
iassist-967	561	22	g.	g.	PROPN
iassist-967	561	23	,	,	PUNCT
iassist-967	561	24	olsen	olsen	PROPN
iassist-967	561	25	,	,	PUNCT
iassist-967	561	26	n.	n.	PROPN
iassist-967	561	27	,	,	PUNCT
iassist-967	561	28	taylor	taylor	PROPN
iassist-967	561	29	,	,	PUNCT
iassist-967	561	30	r.	r.	PROPN
iassist-967	561	31	and	and	CCONJ
iassist-967	561	32	thilmany	thilmany	PROPN
iassist-967	561	33	,	,	PUNCT
iassist-967	561	34	d.	d.	PROPN
iassist-967	561	35	(	(	PUNCT
iassist-967	561	36	2016	2016	NUM
iassist-967	561	37	)	)	PUNCT
iassist-967	561	38	.	.	PUNCT
iassist-967	562	1	reproducibility	reproducibility	NOUN
iassist-967	562	2	and	and	CCONJ
iassist-967	562	3	rigor	rigor	VERB
iassist-967	562	4	in	in	ADP
iassist-967	562	5	ree	ree	PROPN
iassist-967	562	6	’s	’s	PART
iassist-967	562	7	portfolio	portfolio	NOUN
iassist-967	562	8	of	of	ADP
iassist-967	562	9	research	research	NOUN
iassist-967	562	10	.	.	PUNCT
iassist-967	563	1	technical	technical	ADJ
iassist-967	563	2	report	report	NOUN
iassist-967	563	3	.	.	PUNCT
iassist-967	564	1	9pp	9pp	NOUN
iassist-967	564	2	.	.	PUNCT
iassist-967	565	1	https://doi.org/10.13140/rg.2.2.24369.17761	https://doi.org/10.13140/rg.2.2.24369.17761	PROPN
iassist-967	565	2	mcnutt	mcnutt	PROPN
iassist-967	565	3	,	,	PUNCT
iassist-967	565	4	m.	m.	NOUN
iassist-967	565	5	(	(	PUNCT
iassist-967	565	6	2014	2014	NUM
iassist-967	565	7	)	)	PUNCT
iassist-967	565	8	.	.	PUNCT
iassist-967	566	1	journals	journal	NOUN
iassist-967	566	2	unite	unite	VERB
iassist-967	566	3	for	for	ADP
iassist-967	566	4	reproducibility	reproducibility	NOUN
iassist-967	566	5	.	.	PUNCT
iassist-967	567	1	science	science	NOUN
iassist-967	567	2	,	,	PUNCT
iassist-967	567	3	346(6210	346(6210	NOUN
iassist-967	567	4	)	)	PUNCT
iassist-967	567	5	,	,	PUNCT
iassist-967	567	6	pp.679	pp.679	NOUN
iassist-967	567	7	-	-	NOUN
iassist-967	567	8	679	679	NUM
iassist-967	567	9	.	.	PUNCT
iassist-967	568	1	https://doi.org/10.1126/science.aaa1724	https://doi.org/10.1126/science.aaa1724	PROPN
iassist-967	568	2	mcnutt	mcnutt	PROPN
iassist-967	568	3	,	,	PUNCT
iassist-967	568	4	m.	m.	NOUN
iassist-967	568	5	(	(	PUNCT
iassist-967	568	6	2014	2014	NUM
iassist-967	568	7	)	)	PUNCT
iassist-967	568	8	.	.	PUNCT
iassist-967	569	1	reproducibility	reproducibility	NOUN
iassist-967	569	2	.	.	PUNCT
iassist-967	570	1	science	science	NOUN
iassist-967	570	2	,	,	PUNCT
iassist-967	570	3	343(6168	343(6168	NUM
iassist-967	570	4	)	)	PUNCT
iassist-967	570	5	,	,	PUNCT
iassist-967	570	6	pp.229	pp.229	PROPN
iassist-967	570	7	-	-	PUNCT
iassist-967	570	8	229	229	NUM
iassist-967	570	9	.	.	PUNCT
iassist-967	571	1	https://doi.org/10.1126/science.1250475	https://doi.org/10.1126/science.1250475	PROPN
iassist-967	571	2	monroe	monroe	PROPN
iassist-967	571	3	,	,	PUNCT
iassist-967	571	4	d.	d.	PROPN
iassist-967	571	5	(	(	PUNCT
iassist-967	571	6	2015	2015	NUM
iassist-967	571	7	)	)	PUNCT
iassist-967	571	8	.	.	PUNCT
iassist-967	572	1	when	when	SCONJ
iassist-967	572	2	data	datum	NOUN
iassist-967	572	3	is	be	AUX
iassist-967	572	4	not	not	PART
iassist-967	572	5	enough	enough	ADJ
iassist-967	572	6	.	.	PUNCT
iassist-967	573	1	communications	communication	NOUN
iassist-967	573	2	of	of	ADP
iassist-967	573	3	the	the	DET
iassist-967	573	4	acm	acm	NOUN
iassist-967	573	5	,	,	PUNCT
iassist-967	573	6	58(12	58(12	NUM
iassist-967	573	7	)	)	PUNCT
iassist-967	573	8	,	,	PUNCT
iassist-967	573	9	pp.12	pp.12	NOUN
iassist-967	573	10	-	-	ADJ
iassist-967	573	11	14	14	NUM
iassist-967	573	12	.	.	PUNCT
iassist-967	574	1	https://doi.org/10.1145/2833138	https://doi.org/10.1145/2833138	PROPN
iassist-967	574	2	morrell	morrell	PROPN
iassist-967	574	3	,	,	PUNCT
iassist-967	574	4	k.	k.	PROPN
iassist-967	574	5	and	and	CCONJ
iassist-967	574	6	lucas	lucas	PROPN
iassist-967	574	7	,	,	PUNCT
iassist-967	574	8	j.	j.	PROPN
iassist-967	574	9	(	(	PUNCT
iassist-967	574	10	2012	2012	NUM
iassist-967	574	11	)	)	PUNCT
iassist-967	574	12	.	.	PUNCT
iassist-967	575	1	the	the	DET
iassist-967	575	2	replication	replication	NOUN
iassist-967	575	3	problem	problem	NOUN
iassist-967	575	4	and	and	CCONJ
iassist-967	575	5	its	its	PRON
iassist-967	575	6	implications	implication	NOUN
iassist-967	575	7	for	for	ADP
iassist-967	575	8	policy	policy	NOUN
iassist-967	575	9	studies	study	NOUN
iassist-967	575	10	.	.	PUNCT
iassist-967	576	1	critical	critical	ADJ
iassist-967	576	2	policy	policy	NOUN
iassist-967	576	3	studies	study	NOUN
iassist-967	576	4	,	,	PUNCT
iassist-967	576	5	6(2	6(2	NUM
iassist-967	576	6	)	)	PUNCT
iassist-967	576	7	,	,	PUNCT
iassist-967	576	8	pp.182	pp.182	PROPN
iassist-967	576	9	-	-	PUNCT
iassist-967	576	10	200	200	NUM
iassist-967	576	11	.	.	PUNCT
iassist-967	577	1	https://doi.org/10.1080/19460171.2012.689738	https://doi.org/10.1080/19460171.2012.689738	PROPN
iassist-967	577	2	mullane	mullane	PROPN
iassist-967	577	3	,	,	PUNCT
iassist-967	577	4	k.	k.	PROPN
iassist-967	577	5	and	and	CCONJ
iassist-967	577	6	williams	williams	PROPN
iassist-967	577	7	,	,	PUNCT
iassist-967	577	8	m.	m.	NOUN
iassist-967	577	9	(	(	PUNCT
iassist-967	577	10	2017	2017	NUM
iassist-967	577	11	)	)	PUNCT
iassist-967	577	12	.	.	PUNCT
iassist-967	578	1	enhancing	enhance	VERB
iassist-967	578	2	reproducibility	reproducibility	NOUN
iassist-967	578	3	:	:	PUNCT
iassist-967	578	4	failures	failure	NOUN
iassist-967	578	5	from	from	ADP
iassist-967	578	6	reproducibility	reproducibility	NOUN
iassist-967	578	7	initiatives	initiative	NOUN
iassist-967	578	8	underline	underline	VERB
iassist-967	578	9	core	core	NOUN
iassist-967	578	10	challenges	challenge	NOUN
iassist-967	578	11	.	.	PUNCT
iassist-967	579	1	biochemical	biochemical	ADJ
iassist-967	579	2	pharmacology	pharmacology	NOUN
iassist-967	579	3	,	,	PUNCT
iassist-967	579	4	138	138	NUM
iassist-967	579	5	,	,	PUNCT
iassist-967	579	6	pp.7	pp.7	PROPN
iassist-967	579	7	-	-	SYM
iassist-967	579	8	18	18	NUM
iassist-967	579	9	.	.	PUNCT
iassist-967	579	10	https://doi.org/10.1016/j.bcp.2017.04.008	https://doi.org/10.1016/j.bcp.2017.04.008	NOUN
iassist-967	579	11	mullane	mullane	PROPN
iassist-967	579	12	,	,	PUNCT
iassist-967	579	13	k.	k.	PROPN
iassist-967	579	14	,	,	PUNCT
iassist-967	579	15	curtis	curtis	PROPN
iassist-967	579	16	,	,	PUNCT
iassist-967	579	17	m.	m.	NOUN
iassist-967	579	18	and	and	CCONJ
iassist-967	579	19	williams	williams	PROPN
iassist-967	579	20	,	,	PUNCT
iassist-967	579	21	m.	m.	NOUN
iassist-967	579	22	(	(	PUNCT
iassist-967	579	23	2018	2018	NUM
iassist-967	579	24	)	)	PUNCT
iassist-967	579	25	.	.	PUNCT
iassist-967	580	1	reproducibility	reproducibility	NOUN
iassist-967	580	2	in	in	ADP
iassist-967	580	3	biomedical	biomedical	ADJ
iassist-967	580	4	research	research	NOUN
iassist-967	580	5	.	.	PUNCT
iassist-967	581	1	research	research	NOUN
iassist-967	581	2	in	in	ADP
iassist-967	581	3	the	the	DET
iassist-967	581	4	biomedical	biomedical	ADJ
iassist-967	581	5	sciences	science	NOUN
iassist-967	581	6	,	,	PUNCT
iassist-967	581	7	pp.1	pp.1	PROPN
iassist-967	581	8	-	-	PUNCT
iassist-967	581	9	66	66	NUM
iassist-967	581	10	.	.	PUNCT
iassist-967	582	1	https://doi.org/10.1016/b978-0-12-804725-5.00001-x	https://doi.org/10.1016/b978-0-12-804725-5.00001-x	VERB
iassist-967	582	2	munafò	munafò	NOUN
iassist-967	582	3	,	,	PUNCT
iassist-967	582	4	m.	m.	NOUN
iassist-967	582	5	(	(	PUNCT
iassist-967	582	6	2017	2017	NUM
iassist-967	582	7	)	)	PUNCT
iassist-967	582	8	.	.	PUNCT
iassist-967	583	1	metascience	metascience	NOUN
iassist-967	583	2	:	:	PUNCT
iassist-967	583	3	reproducibility	reproducibility	NOUN
iassist-967	583	4	blues	blue	NOUN
iassist-967	583	5	.	.	PUNCT
iassist-967	584	1	nature	nature	NOUN
iassist-967	584	2	,	,	PUNCT
iassist-967	584	3	543(7647	543(7647	NOUN
iassist-967	584	4	)	)	PUNCT
iassist-967	584	5	,	,	PUNCT
iassist-967	584	6	pp.619	pp.619	X
iassist-967	584	7	-	-	SYM
iassist-967	584	8	620	620	NUM
iassist-967	584	9	.	.	PUNCT
iassist-967	585	1	https://doi.org/10.1038/543619a	https://doi.org/10.1038/543619a	PROPN
iassist-967	585	2	munafò	munafò	PROPN
iassist-967	585	3	,	,	PUNCT
iassist-967	585	4	m.	m.	NOUN
iassist-967	585	5	,	,	PUNCT
iassist-967	585	6	nosek	nosek	PROPN
iassist-967	585	7	,	,	PUNCT
iassist-967	585	8	b.	b.	PROPN
iassist-967	585	9	,	,	PUNCT
iassist-967	585	10	bishop	bishop	PROPN
iassist-967	585	11	,	,	PUNCT
iassist-967	585	12	d.	d.	PROPN
iassist-967	585	13	,	,	PUNCT
iassist-967	585	14	button	button	PROPN
iassist-967	585	15	,	,	PUNCT
iassist-967	585	16	k.	k.	PROPN
iassist-967	585	17	,	,	PUNCT
iassist-967	585	18	chambers	chamber	NOUN
iassist-967	585	19	,	,	PUNCT
iassist-967	585	20	c.	c.	PROPN
iassist-967	585	21	,	,	PUNCT
iassist-967	585	22	percie	percie	NOUN
iassist-967	585	23	du	du	PROPN
iassist-967	585	24	sert	sert	PROPN
iassist-967	585	25	,	,	PUNCT
iassist-967	585	26	n.	n.	PROPN
iassist-967	585	27	,	,	PUNCT
iassist-967	585	28	simonsohn	simonsohn	PROPN
iassist-967	585	29	,	,	PUNCT
iassist-967	585	30	u.	u.	PROPN
iassist-967	585	31	,	,	PUNCT
iassist-967	585	32	wagenmakers	wagenmakers	PROPN
iassist-967	585	33	,	,	PUNCT
iassist-967	585	34	e.	e.	PROPN
iassist-967	585	35	,	,	PUNCT
iassist-967	585	36	ware	ware	PROPN
iassist-967	585	37	,	,	PUNCT
iassist-967	585	38	j.	j.	PROPN
iassist-967	585	39	and	and	CCONJ
iassist-967	585	40	ioannidis	ioannidis	PROPN
iassist-967	585	41	,	,	PUNCT
iassist-967	585	42	j.	j.	PROPN
iassist-967	585	43	(	(	PUNCT
iassist-967	585	44	2017	2017	NUM
iassist-967	585	45	)	)	PUNCT
iassist-967	585	46	.	.	PUNCT
iassist-967	586	1	a	a	DET
iassist-967	586	2	manifesto	manifesto	NOUN
iassist-967	586	3	for	for	ADP
iassist-967	586	4	reproducible	reproducible	ADJ
iassist-967	586	5	science	science	NOUN
iassist-967	586	6	.	.	PUNCT
iassist-967	587	1	nature	nature	NOUN
iassist-967	587	2	human	human	ADJ
iassist-967	587	3	behaviour	behaviour	NOUN
iassist-967	587	4	,	,	PUNCT
iassist-967	587	5	1(1	1(1	NUM
iassist-967	587	6	)	)	PUNCT
iassist-967	587	7	.	.	PUNCT
iassist-967	588	1	https://doi.org/10.1038/s41562-016-0021	https://doi.org/10.1038/s41562-016-0021	PROPN
iassist-967	588	2	national	national	ADJ
iassist-967	588	3	academies	academy	NOUN
iassist-967	588	4	of	of	ADP
iassist-967	588	5	sciences	science	NOUN
iassist-967	588	6	,	,	PUNCT
iassist-967	588	7	engineering	engineering	NOUN
iassist-967	588	8	,	,	PUNCT
iassist-967	588	9	and	and	CCONJ
iassist-967	588	10	medicine	medicine	NOUN
iassist-967	588	11	(	(	PUNCT
iassist-967	588	12	2016	2016	NUM
iassist-967	588	13	)	)	PUNCT
iassist-967	588	14	.	.	PUNCT
iassist-967	589	1	statistical	statistical	ADJ
iassist-967	589	2	challenges	challenge	NOUN
iassist-967	589	3	in	in	ADP
iassist-967	589	4	assessing	assess	VERB
iassist-967	589	5	and	and	CCONJ
iassist-967	589	6	fostering	foster	VERB
iassist-967	589	7	the	the	DET
iassist-967	589	8	reproducibility	reproducibility	NOUN
iassist-967	589	9	of	of	ADP
iassist-967	589	10	scientific	scientific	ADJ
iassist-967	589	11	results	result	NOUN
iassist-967	589	12	:	:	PUNCT
iassist-967	589	13	summary	summary	NOUN
iassist-967	589	14	of	of	ADP
iassist-967	589	15	a	a	DET
iassist-967	589	16	workshop	workshop	NOUN
iassist-967	589	17	.	.	PUNCT
iassist-967	590	1	washington	washington	PROPN
iassist-967	590	2	,	,	PUNCT
iassist-967	590	3	d.c	d.c	PROPN
iassist-967	590	4	.	.	PUNCT
iassist-967	590	5	:	:	PUNCT
iassist-967	591	1	national	national	PROPN
iassist-967	591	2	academies	academies	PROPN
iassist-967	591	3	press	press	PROPN
iassist-967	591	4	.	.	PUNCT
iassist-967	592	1	https://doi.org/10.17226/21915	https://doi.org/10.17226/21915	PROPN
iassist-967	592	2	national	national	ADJ
iassist-967	592	3	academies	academy	NOUN
iassist-967	592	4	of	of	ADP
iassist-967	592	5	sciences	science	NOUN
iassist-967	592	6	,	,	PUNCT
iassist-967	592	7	engineering	engineering	NOUN
iassist-967	592	8	,	,	PUNCT
iassist-967	592	9	and	and	CCONJ
iassist-967	592	10	medicine	medicine	NOUN
iassist-967	592	11	(	(	PUNCT
iassist-967	592	12	2017	2017	NUM
iassist-967	592	13	)	)	PUNCT
iassist-967	592	14	.	.	PUNCT
iassist-967	593	1	fostering	foster	VERB
iassist-967	593	2	integrity	integrity	NOUN
iassist-967	593	3	in	in	ADP
iassist-967	593	4	research	research	NOUN
iassist-967	593	5	.	.	PUNCT
iassist-967	594	1	washington	washington	PROPN
iassist-967	594	2	,	,	PUNCT
iassist-967	594	3	dc	dc	PROPN
iassist-967	594	4	:	:	PUNCT
iassist-967	594	5	the	the	DET
iassist-967	594	6	national	national	PROPN
iassist-967	594	7	academies	academies	PROPN
iassist-967	594	8	press	press	PROPN
iassist-967	594	9	.	.	PUNCT
iassist-967	595	1	326pp	326pp	PROPN
iassist-967	595	2	.	.	PUNCT
iassist-967	596	1	isbn	isbn	PROPN
iassist-967	596	2	978	978	NUM
iassist-967	596	3	-	-	SYM
iassist-967	596	4	0	0	NUM
iassist-967	596	5	-	-	PUNCT
iassist-967	596	6	309	309	NUM
iassist-967	596	7	-	-	PUNCT
iassist-967	596	8	39125	39125	NUM
iassist-967	596	9	-	-	SYM
iassist-967	596	10	2	2	NUM
iassist-967	596	11	.	.	PUNCT
iassist-967	596	12	https://doi.org/10.17226/21896	https://doi.org/10.17226/21896	PROPN
iassist-967	596	13	national	national	ADJ
iassist-967	596	14	academies	academy	NOUN
iassist-967	596	15	of	of	ADP
iassist-967	596	16	sciences	science	NOUN
iassist-967	596	17	,	,	PUNCT
iassist-967	596	18	engineering	engineering	NOUN
iassist-967	596	19	,	,	PUNCT
iassist-967	596	20	and	and	CCONJ
iassist-967	596	21	medicine	medicine	NOUN
iassist-967	596	22	(	(	PUNCT
iassist-967	596	23	2019	2019	NUM
iassist-967	596	24	)	)	PUNCT
iassist-967	596	25	.	.	PUNCT
iassist-967	597	1	reproducibility	reproducibility	NOUN
iassist-967	597	2	and	and	CCONJ
iassist-967	597	3	replicability	replicability	NOUN
iassist-967	597	4	in	in	ADP
iassist-967	597	5	science	science	NOUN
iassist-967	597	6	.	.	PUNCT
iassist-967	598	1	washington	washington	PROPN
iassist-967	598	2	,	,	PUNCT
iassist-967	598	3	dc	dc	PROPN
iassist-967	598	4	:	:	PUNCT
iassist-967	598	5	the	the	DET
iassist-967	598	6	national	national	PROPN
iassist-967	598	7	academies	academies	PROPN
iassist-967	598	8	press	press	PROPN
iassist-967	598	9	.	.	PUNCT
iassist-967	599	1	https://doi.org/10.17226/25303	https://doi.org/10.17226/25303	PROPN
iassist-967	599	2	national	national	PROPN
iassist-967	599	3	institutes	institutes	PROPN
iassist-967	599	4	of	of	ADP
iassist-967	599	5	health	health	PROPN
iassist-967	599	6	(	(	PUNCT
iassist-967	599	7	nih	nih	PROPN
iassist-967	599	8	)	)	PUNCT
iassist-967	599	9	(	(	PUNCT
iassist-967	599	10	2019	2019	NUM
iassist-967	599	11	)	)	PUNCT
iassist-967	599	12	.	.	PUNCT
iassist-967	600	1	rigor	rigor	NOUN
iassist-967	600	2	and	and	CCONJ
iassist-967	600	3	reproducibility	reproducibility	NOUN
iassist-967	600	4	.	.	PUNCT
iassist-967	601	1	[	[	X
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iassist-967	601	3	]	]	X
iassist-967	601	4	national	national	PROPN
iassist-967	601	5	institutes	institutes	PROPN
iassist-967	601	6	of	of	ADP
iassist-967	601	7	health	health	PROPN
iassist-967	601	8	(	(	PUNCT
iassist-967	601	9	nih	nih	PROPN
iassist-967	601	10	)	)	PUNCT
iassist-967	601	11	.	.	PUNCT
iassist-967	602	1	available	available	ADJ
iassist-967	602	2	at	at	ADP
iassist-967	602	3	:	:	PUNCT
iassist-967	602	4	https://www.nih.gov/research-training/rigor-reproducibility	https://www.nih.gov/research-training/rigor-reproducibility	PROPN
iassist-967	602	5	[	[	X
iassist-967	602	6	accessed	access	VERB
iassist-967	602	7	10	10	NUM
iassist-967	602	8	sep	sep	NOUN
iassist-967	602	9	.	.	PROPN
iassist-967	602	10	2019	2019	NUM
iassist-967	602	11	]	]	PUNCT
iassist-967	602	12	.	.	PUNCT
iassist-967	603	1	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
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iassist-967	603	3	https://doi.org/10.13140/rg.2.2.24369.17761	https://doi.org/10.13140/rg.2.2.24369.17761	VERB
iassist-967	603	4	https://doi.org/10.1126/science.aaa1724	https://doi.org/10.1126/science.aaa1724	NOUN
iassist-967	603	5	https://doi.org/10.1126/science.1250475	https://doi.org/10.1126/science.1250475	VERB
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iassist-967	603	9	https://doi.org/10.1016/b978-0-12-804725-5.00001-x	https://doi.org/10.1016/b978-0-12-804725-5.00001-x	PROPN
iassist-967	603	10	https://doi.org/10.1038/543619a	https://doi.org/10.1038/543619a	PROPN
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iassist-967	603	12	https://doi.org/10.17226/21915	https://doi.org/10.17226/21915	PROPN
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iassist-967	603	14	https://doi.org/10.17226/25303	https://doi.org/10.17226/25303	PROPN
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iassist-967	603	16	23/26	23/26	NUM
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iassist-967	603	18	,	,	PUNCT
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iassist-967	603	20	;	;	PUNCT
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iassist-967	603	22	,	,	PUNCT
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iassist-967	603	26	,	,	PUNCT
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iassist-967	603	30	,	,	PUNCT
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iassist-967	603	32	;	;	PUNCT
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iassist-967	603	34	,	,	PUNCT
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iassist-967	603	40	(	(	PUNCT
iassist-967	603	41	2020	2020	NUM
iassist-967	603	42	)	)	PUNCT
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iassist-967	603	44	literature	literature	NOUN
iassist-967	603	45	analysis	analysis	NOUN
iassist-967	603	46	a	a	DET
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iassist-967	603	54	44(1	44(1	PROPN
iassist-967	603	55	-	-	PUNCT
iassist-967	603	56	2	2	NUM
iassist-967	603	57	)	)	PUNCT
iassist-967	603	58	,	,	PUNCT
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iassist-967	603	60	.	.	PUNCT
iassist-967	604	1	1	1	NUM
iassist-967	604	2	-	-	SYM
iassist-967	604	3	26	26	NUM
iassist-967	604	4	.	.	PUNCT
iassist-967	605	1	doi	doi	NOUN
iassist-967	605	2	:	:	PUNCT
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iassist-967	605	5	(	(	PUNCT
iassist-967	605	6	2015	2015	NUM
iassist-967	605	7	)	)	PUNCT
iassist-967	605	8	.	.	PUNCT
iassist-967	606	1	psychology	psychology	NOUN
iassist-967	606	2	should	should	AUX
iassist-967	606	3	aim	aim	VERB
iassist-967	606	4	for	for	ADP
iassist-967	606	5	100	100	NUM
iassist-967	606	6	%	%	NOUN
iassist-967	606	7	reproducibility	reproducibility	NOUN
iassist-967	606	8	[	[	X
iassist-967	606	9	blog	blog	X
iassist-967	606	10	]	]	X
iassist-967	606	11	neuroskeptic	neuroskeptic	ADJ
iassist-967	606	12	available	available	ADJ
iassist-967	606	13	at	at	ADP
iassist-967	606	14	:	:	PUNCT
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iassist-967	606	16	.	.	PUNCT
iassist-967	607	1	[	[	X
iassist-967	607	2	accessed	access	VERB
iassist-967	607	3	10	10	NUM
iassist-967	607	4	september	september	PROPN
iassist-967	607	5	2019	2019	NUM
iassist-967	607	6	]	]	PUNCT
iassist-967	607	7	pellizzari	pellizzari	PROPN
iassist-967	607	8	,	,	PUNCT
iassist-967	607	9	e.	e.	PROPN
iassist-967	607	10	,	,	PUNCT
iassist-967	607	11	lohr	lohr	PROPN
iassist-967	607	12	,	,	PUNCT
iassist-967	607	13	k.	k.	PROPN
iassist-967	607	14	,	,	PUNCT
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iassist-967	607	16	,	,	PUNCT
iassist-967	607	17	a.	a.	NOUN
iassist-967	607	18	and	and	CCONJ
iassist-967	607	19	creel	creel	PROPN
iassist-967	607	20	,	,	PUNCT
iassist-967	607	21	d.	d.	PROPN
iassist-967	607	22	(	(	PUNCT
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iassist-967	607	24	)	)	PUNCT
iassist-967	607	25	.	.	PUNCT
iassist-967	608	1	reproducibility	reproducibility	NOUN
iassist-967	608	2	.	.	PUNCT
iassist-967	609	1	research	research	NOUN
iassist-967	609	2	triangle	triangle	NOUN
iassist-967	609	3	park	park	NOUN
iassist-967	609	4	,	,	PUNCT
iassist-967	609	5	nc	nc	PROPN
iassist-967	609	6	:	:	PUNCT
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iassist-967	609	9	.	.	PUNCT
iassist-967	610	1	https://doi.org/10.3768/rtipress.2017.bk.0020.1708	https://doi.org/10.3768/rtipress.2017.bk.0020.1708	PROPN
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iassist-967	610	5	(	(	PUNCT
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iassist-967	610	7	)	)	PUNCT
iassist-967	610	8	.	.	PUNCT
iassist-967	611	1	the	the	DET
iassist-967	611	2	reproducibility	reproducibility	NOUN
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iassist-967	611	6	:	:	PUNCT
iassist-967	611	7	a	a	DET
iassist-967	611	8	statistical	statistical	ADJ
iassist-967	611	9	counterattack	counterattack	NOUN
iassist-967	611	10	.	.	PUNCT
iassist-967	612	1	significance	significance	NOUN
iassist-967	612	2	,	,	PUNCT
iassist-967	612	3	12(3	12(3	NUM
iassist-967	612	4	)	)	PUNCT
iassist-967	612	5	,	,	PUNCT
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iassist-967	612	7	-	-	PUNCT
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iassist-967	612	9	.	.	PUNCT
iassist-967	613	1	https://doi.org/10.1111/j.1740-9713.2015.00827.x	https://doi.org/10.1111/j.1740-9713.2015.00827.x	NOUN
iassist-967	613	2	peng	peng	PROPN
iassist-967	613	3	,	,	PUNCT
iassist-967	613	4	r.	r.	PROPN
iassist-967	613	5	and	and	CCONJ
iassist-967	613	6	eckel	eckel	PROPN
iassist-967	613	7	,	,	PUNCT
iassist-967	613	8	s.	s.	PROPN
iassist-967	613	9	(	(	PUNCT
iassist-967	613	10	2009	2009	NUM
iassist-967	613	11	)	)	PUNCT
iassist-967	613	12	.	.	PUNCT
iassist-967	614	1	distributed	distribute	VERB
iassist-967	614	2	reproducible	reproducible	ADJ
iassist-967	614	3	research	research	NOUN
iassist-967	614	4	using	use	VERB
iassist-967	614	5	cached	cache	VERB
iassist-967	614	6	computations	computation	NOUN
iassist-967	614	7	.	.	PUNCT
iassist-967	615	1	computing	compute	VERB
iassist-967	615	2	in	in	ADP
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iassist-967	615	4	&	&	CCONJ
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iassist-967	615	6	,	,	PUNCT
iassist-967	615	7	11(1	11(1	NUM
iassist-967	615	8	)	)	PUNCT
iassist-967	615	9	,	,	PUNCT
iassist-967	615	10	pp.28	pp.28	NOUN
iassist-967	615	11	-	-	PUNCT
iassist-967	615	12	34	34	NUM
iassist-967	615	13	.	.	PUNCT
iassist-967	615	14	https://doi.org/10.1109/mcse.2009.6	https://doi.org/10.1109/mcse.2009.6	PROPN
iassist-967	615	15	peng	peng	PROPN
iassist-967	615	16	,	,	PUNCT
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iassist-967	615	24	,	,	PUNCT
iassist-967	615	25	s.	s.	PROPN
iassist-967	615	26	(	(	PUNCT
iassist-967	615	27	2006	2006	NUM
iassist-967	615	28	)	)	PUNCT
iassist-967	615	29	.	.	PUNCT
iassist-967	616	1	reproducible	reproducible	VERB
iassist-967	616	2	epidemiologic	epidemiologic	ADJ
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iassist-967	616	4	.	.	PUNCT
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iassist-967	617	5	,	,	PUNCT
iassist-967	617	6	163(9	163(9	NUM
iassist-967	617	7	)	)	PUNCT
iassist-967	617	8	,	,	PUNCT
iassist-967	617	9	pp.783	pp.783	NOUN
iassist-967	617	10	-	-	PUNCT
iassist-967	617	11	789	789	NUM
iassist-967	617	12	.	.	PUNCT
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iassist-967	618	3	,	,	PUNCT
iassist-967	618	4	a.	a.	NOUN
iassist-967	618	5	,	,	PUNCT
iassist-967	618	6	becker	becker	PROPN
iassist-967	618	7	,	,	PUNCT
iassist-967	618	8	c.	c.	PROPN
iassist-967	618	9	,	,	PUNCT
iassist-967	618	10	hanisch	hanisch	PROPN
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iassist-967	618	17	,	,	PUNCT
iassist-967	618	18	possolo	possolo	PROPN
iassist-967	618	19	,	,	PUNCT
iassist-967	618	20	a.	a.	NOUN
iassist-967	618	21	and	and	CCONJ
iassist-967	618	22	elliott	elliott	PROPN
iassist-967	618	23	,	,	PUNCT
iassist-967	618	24	j.	j.	PROPN
iassist-967	618	25	(	(	PUNCT
iassist-967	618	26	2018	2018	NUM
iassist-967	618	27	)	)	PUNCT
iassist-967	618	28	.	.	PUNCT
iassist-967	619	1	how	how	SCONJ
iassist-967	619	2	measurement	measurement	NOUN
iassist-967	619	3	science	science	NOUN
iassist-967	619	4	can	can	AUX
iassist-967	619	5	improve	improve	VERB
iassist-967	619	6	confidence	confidence	NOUN
iassist-967	619	7	in	in	ADP
iassist-967	619	8	research	research	NOUN
iassist-967	619	9	results	result	NOUN
iassist-967	619	10	.	.	PUNCT
iassist-967	620	1	plos	plos	PROPN
iassist-967	620	2	biology	biology	PROPN
iassist-967	620	3	,	,	PUNCT
iassist-967	620	4	16(4	16(4	NUM
iassist-967	620	5	)	)	PUNCT
iassist-967	620	6	,	,	PUNCT
iassist-967	620	7	p.e2004299	p.e2004299	NOUN
iassist-967	620	8	.	.	PUNCT
iassist-967	621	1	https://doi.org/10.1371/journal.pbio.2004299	https://doi.org/10.1371/journal.pbio.2004299	NOUN
iassist-967	621	2	plant	plant	NOUN
iassist-967	621	3	,	,	PUNCT
iassist-967	621	4	a.	a.	PROPN
iassist-967	621	5	,	,	PUNCT
iassist-967	621	6	locascio	locascio	PROPN
iassist-967	621	7	,	,	PUNCT
iassist-967	621	8	l.	l.	PROPN
iassist-967	621	9	,	,	PUNCT
iassist-967	621	10	may	may	AUX
iassist-967	621	11	,	,	PUNCT
iassist-967	621	12	w.	w.	PROPN
iassist-967	621	13	and	and	CCONJ
iassist-967	621	14	gallagher	gallagher	PROPN
iassist-967	621	15	,	,	PUNCT
iassist-967	621	16	p.	p.	NOUN
iassist-967	621	17	(	(	PUNCT
iassist-967	621	18	2014	2014	NUM
iassist-967	621	19	)	)	PUNCT
iassist-967	621	20	.	.	PUNCT
iassist-967	622	1	improved	improve	VERB
iassist-967	622	2	reproducibility	reproducibility	NOUN
iassist-967	622	3	by	by	ADP
iassist-967	622	4	assuring	assure	VERB
iassist-967	622	5	confidence	confidence	NOUN
iassist-967	622	6	in	in	ADP
iassist-967	622	7	measurements	measurement	NOUN
iassist-967	622	8	in	in	ADP
iassist-967	622	9	biomedical	biomedical	ADJ
iassist-967	622	10	research	research	NOUN
iassist-967	622	11	.	.	PUNCT
iassist-967	623	1	nature	nature	NOUN
iassist-967	623	2	methods	method	NOUN
iassist-967	623	3	,	,	PUNCT
iassist-967	623	4	11(9	11(9	PROPN
iassist-967	623	5	)	)	PUNCT
iassist-967	623	6	,	,	PUNCT
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iassist-967	623	8	-	-	PUNCT
iassist-967	623	9	898	898	NUM
iassist-967	623	10	.	.	PUNCT
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iassist-967	624	2	pröll	pröll	NOUN
iassist-967	624	3	,	,	PUNCT
iassist-967	624	4	s.	s.	PROPN
iassist-967	624	5	and	and	CCONJ
iassist-967	624	6	rauber	rauber	PROPN
iassist-967	624	7	,	,	PUNCT
iassist-967	624	8	a.	a.	NOUN
iassist-967	624	9	(	(	PUNCT
iassist-967	624	10	2014	2014	NUM
iassist-967	624	11	)	)	PUNCT
iassist-967	624	12	.	.	PUNCT
iassist-967	625	1	a	a	DET
iassist-967	625	2	scalable	scalable	ADJ
iassist-967	625	3	framework	framework	NOUN
iassist-967	625	4	for	for	ADP
iassist-967	625	5	dynamic	dynamic	ADJ
iassist-967	625	6	data	datum	NOUN
iassist-967	625	7	citation	citation	NOUN
iassist-967	625	8	of	of	ADP
iassist-967	625	9	arbitrary	arbitrary	ADJ
iassist-967	625	10	structured	structured	ADJ
iassist-967	625	11	data	datum	NOUN
iassist-967	625	12	.	.	PUNCT
iassist-967	626	1	proceedings	proceeding	NOUN
iassist-967	626	2	of	of	ADP
iassist-967	626	3	3rd	3rd	ADJ
iassist-967	626	4	international	international	ADJ
iassist-967	626	5	conference	conference	NOUN
iassist-967	626	6	on	on	ADP
iassist-967	626	7	data	datum	NOUN
iassist-967	626	8	management	management	NOUN
iassist-967	626	9	technologies	technology	NOUN
iassist-967	626	10	and	and	CCONJ
iassist-967	626	11	applications	application	NOUN
iassist-967	626	12	.	.	PUNCT
iassist-967	627	1	https://doi.org/10.5220/0004991802230230	https://doi.org/10.5220/0004991802230230	VERB
iassist-967	627	2	rauber	rauber	PROPN
iassist-967	627	3	,	,	PUNCT
iassist-967	627	4	a.	a.	NOUN
iassist-967	627	5	and	and	CCONJ
iassist-967	627	6	pröll	pröll	NOUN
iassist-967	627	7	,	,	PUNCT
iassist-967	627	8	s.	s.	PROPN
iassist-967	627	9	(	(	PUNCT
iassist-967	627	10	2015	2015	NUM
iassist-967	627	11	)	)	PUNCT
iassist-967	627	12	.	.	PUNCT
iassist-967	628	1	scalable	scalable	ADJ
iassist-967	628	2	dynamic	dynamic	ADJ
iassist-967	628	3	data	datum	NOUN
iassist-967	628	4	citation	citation	NOUN
iassist-967	628	5	rda	rda	NOUN
iassist-967	628	6	-	-	PUNCT
iassist-967	628	7	wg	wg	PROPN
iassist-967	628	8	-	-	PUNCT
iassist-967	628	9	dc	dc	PROPN
iassist-967	628	10	position	position	NOUN
iassist-967	628	11	paper	paper	NOUN
iassist-967	628	12	.	.	PUNCT
iassist-967	629	1	[	[	X
iassist-967	629	2	online	online	X
iassist-967	629	3	]	]	X
iassist-967	629	4	research	research	NOUN
iassist-967	629	5	data	data	PROPN
iassist-967	629	6	alliance	alliance	PROPN
iassist-967	629	7	.	.	PUNCT
iassist-967	630	1	available	available	ADJ
iassist-967	630	2	at	at	ADP
iassist-967	630	3	:	:	PUNCT
iassist-967	630	4	https://www.rd-alliance.org/groups/data-citationwg/wiki/scalable-dynamic-data-citation-rda-wg-dc-position-paper.html	https://www.rd-alliance.org/groups/data-citationwg/wiki/scalable-dynamic-data-citation-rda-wg-dc-position-paper.html	NOUN
iassist-967	630	5	[	[	X
iassist-967	630	6	accessed	access	VERB
iassist-967	630	7	10	10	NUM
iassist-967	630	8	sep	sep	NOUN
iassist-967	630	9	.	.	PROPN
iassist-967	630	10	2019	2019	NUM
iassist-967	630	11	]	]	PUNCT
iassist-967	630	12	.	.	PUNCT
iassist-967	631	1	resnik	resnik	PROPN
iassist-967	631	2	,	,	PUNCT
iassist-967	631	3	d.	d.	PROPN
iassist-967	631	4	and	and	CCONJ
iassist-967	631	5	shamoo	shamoo	NOUN
iassist-967	631	6	,	,	PUNCT
iassist-967	631	7	a.	a.	NOUN
iassist-967	631	8	(	(	PUNCT
iassist-967	631	9	2016	2016	NUM
iassist-967	631	10	)	)	PUNCT
iassist-967	631	11	.	.	PUNCT
iassist-967	632	1	reproducibility	reproducibility	NOUN
iassist-967	632	2	and	and	CCONJ
iassist-967	632	3	research	research	NOUN
iassist-967	632	4	integrity	integrity	NOUN
iassist-967	632	5	.	.	PUNCT
iassist-967	633	1	accountability	accountability	NOUN
iassist-967	633	2	in	in	ADP
iassist-967	633	3	research	research	NOUN
iassist-967	633	4	,	,	PUNCT
iassist-967	633	5	24(2	24(2	NUM
iassist-967	633	6	)	)	PUNCT
iassist-967	633	7	,	,	PUNCT
iassist-967	633	8	pp.116	pp.116	NOUN
iassist-967	633	9	-	-	PUNCT
iassist-967	633	10	123	123	NUM
iassist-967	633	11	.	.	PUNCT
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iassist-967	634	3	,	,	PUNCT
iassist-967	634	4	d.	d.	PROPN
iassist-967	634	5	,	,	PUNCT
iassist-967	634	6	kwan	kwan	PROPN
iassist-967	634	7	,	,	PUNCT
iassist-967	634	8	m.	m.	NOUN
iassist-967	634	9	,	,	PUNCT
iassist-967	634	10	alter	alter	NOUN
iassist-967	634	11	,	,	PUNCT
iassist-967	634	12	g.	g.	PROPN
iassist-967	634	13	and	and	CCONJ
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iassist-967	634	16	j.	j.	PROPN
iassist-967	634	17	(	(	PUNCT
iassist-967	634	18	2015	2015	NUM
iassist-967	634	19	)	)	PUNCT
iassist-967	634	20	.	.	PUNCT
iassist-967	635	1	replication	replication	NOUN
iassist-967	635	2	of	of	ADP
iassist-967	635	3	scientific	scientific	ADJ
iassist-967	635	4	research	research	NOUN
iassist-967	635	5	:	:	PUNCT
iassist-967	635	6	addressing	address	VERB
iassist-967	635	7	geoprivacy	geoprivacy	NOUN
iassist-967	635	8	,	,	PUNCT
iassist-967	635	9	confidentiality	confidentiality	NOUN
iassist-967	635	10	,	,	PUNCT
iassist-967	635	11	and	and	CCONJ
iassist-967	635	12	data	datum	NOUN
iassist-967	635	13	sharing	share	VERB
iassist-967	635	14	challenges	challenge	NOUN
iassist-967	635	15	in	in	ADP
iassist-967	635	16	geospatial	geospatial	ADJ
iassist-967	635	17	research	research	NOUN
iassist-967	635	18	.	.	PUNCT
iassist-967	636	1	annals	annal	NOUN
iassist-967	636	2	of	of	ADP
iassist-967	636	3	gis	gis	NOUN
iassist-967	636	4	,	,	PUNCT
iassist-967	636	5	21(2	21(2	NUM
iassist-967	636	6	)	)	PUNCT
iassist-967	636	7	,	,	PUNCT
iassist-967	636	8	pp.101	pp.101	NOUN
iassist-967	636	9	-	-	PUNCT
iassist-967	636	10	110	110	NUM
iassist-967	636	11	.	.	PUNCT
iassist-967	637	1	https://doi.org/10.1080/19475683.2015.1027792	https://doi.org/10.1080/19475683.2015.1027792	PROPN
iassist-967	637	2	sarewitz	sarewitz	PROPN
iassist-967	637	3	,	,	PUNCT
iassist-967	637	4	d.	d.	PROPN
iassist-967	637	5	(	(	PUNCT
iassist-967	637	6	2015	2015	NUM
iassist-967	637	7	)	)	PUNCT
iassist-967	637	8	.	.	PUNCT
iassist-967	638	1	reproducibility	reproducibility	NOUN
iassist-967	638	2	will	will	AUX
iassist-967	638	3	not	not	PART
iassist-967	638	4	cure	cure	VERB
iassist-967	638	5	what	what	PRON
iassist-967	638	6	ails	ail	VERB
iassist-967	638	7	science	science	NOUN
iassist-967	638	8	.	.	PUNCT
iassist-967	639	1	nature	nature	NOUN
iassist-967	639	2	,	,	PUNCT
iassist-967	639	3	525(7568	525(7568	NUM
iassist-967	639	4	)	)	PUNCT
iassist-967	639	5	,	,	PUNCT
iassist-967	639	6	pp.159	pp.159	PROPN
iassist-967	639	7	-	-	PUNCT
iassist-967	639	8	159	159	NUM
iassist-967	639	9	.	.	PUNCT
iassist-967	640	1	https://doi.org/10.1038/525159a	https://doi.org/10.1038/525159a	PROPN
iassist-967	640	2	sarewitz	sarewitz	PROPN
iassist-967	640	3	,	,	PUNCT
iassist-967	640	4	d.	d.	PROPN
iassist-967	640	5	(	(	PUNCT
iassist-967	640	6	2015	2015	NUM
iassist-967	640	7	)	)	PUNCT
iassist-967	640	8	.	.	PUNCT
iassist-967	641	1	reproducibility	reproducibility	NOUN
iassist-967	641	2	will	will	AUX
iassist-967	641	3	not	not	PART
iassist-967	641	4	cure	cure	VERB
iassist-967	641	5	what	what	PRON
iassist-967	641	6	ails	ail	VERB
iassist-967	641	7	science	science	NOUN
iassist-967	641	8	.	.	PUNCT
iassist-967	642	1	nature	nature	NOUN
iassist-967	642	2	,	,	PUNCT
iassist-967	642	3	525(7568	525(7568	NUM
iassist-967	642	4	)	)	PUNCT
iassist-967	642	5	,	,	PUNCT
iassist-967	642	6	pp.159	pp.159	PROPN
iassist-967	642	7	-	-	PUNCT
iassist-967	642	8	159	159	NUM
iassist-967	642	9	.	.	PUNCT
iassist-967	643	1	https://doi.org/10.1038/525159a	https://doi.org/10.1038/525159a	PROPN
iassist-967	643	2	scannell	scannell	PROPN
iassist-967	643	3	,	,	PUNCT
iassist-967	643	4	j.	j.	PROPN
iassist-967	643	5	and	and	CCONJ
iassist-967	643	6	bosley	bosley	PROPN
iassist-967	643	7	,	,	PUNCT
iassist-967	643	8	j.	j.	PROPN
iassist-967	643	9	(	(	PUNCT
iassist-967	643	10	2016	2016	NUM
iassist-967	643	11	)	)	PUNCT
iassist-967	643	12	.	.	PUNCT
iassist-967	644	1	when	when	SCONJ
iassist-967	644	2	quality	quality	NOUN
iassist-967	644	3	beats	beat	VERB
iassist-967	644	4	quantity	quantity	NOUN
iassist-967	644	5	:	:	PUNCT
iassist-967	644	6	decision	decision	NOUN
iassist-967	644	7	theory	theory	NOUN
iassist-967	644	8	,	,	PUNCT
iassist-967	644	9	drug	drug	NOUN
iassist-967	644	10	discovery	discovery	NOUN
iassist-967	644	11	,	,	PUNCT
iassist-967	644	12	and	and	CCONJ
iassist-967	644	13	the	the	DET
iassist-967	644	14	reproducibility	reproducibility	NOUN
iassist-967	644	15	crisis	crisis	NOUN
iassist-967	644	16	.	.	PUNCT
iassist-967	645	1	plos	plos	PROPN
iassist-967	645	2	one	one	NUM
iassist-967	645	3	,	,	PUNCT
iassist-967	645	4	11(2	11(2	NUM
iassist-967	645	5	)	)	PUNCT
iassist-967	645	6	,	,	PUNCT
iassist-967	645	7	p.e0147215	p.e0147215	PROPN
iassist-967	645	8	.	.	PROPN
iassist-967	645	9	https://doi.org/10.1371/journal.pone.0147215	https://doi.org/10.1371/journal.pone.0147215	VERB
iassist-967	645	10	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	645	11	http://blogs.discovermagazine.com/neuroskeptic/2015/09/07/100-percent-reproducibility/#.wqbyo2rwzaq	http://blogs.discovermagazine.com/neuroskeptic/2015/09/07/100-percent-reproducibility/#.wqbyo2rwzaq	PROPN
iassist-967	645	12	http://blogs.discovermagazine.com/neuroskeptic/2015/09/07/100-percent-reproducibility/#.wqbyo2rwzaq	http://blogs.discovermagazine.com/neuroskeptic/2015/09/07/100-percent-reproducibility/#.wqbyo2rwzaq	PROPN
iassist-967	645	13	https://doi.org/10.3768/rtipress.2017.bk.0020.1708	https://doi.org/10.3768/rtipress.2017.bk.0020.1708	VERB
iassist-967	645	14	https://doi.org/10.1111/j.1740-9713.2015.00827.x	https://doi.org/10.1111/j.1740-9713.2015.00827.x	NOUN
iassist-967	645	15	https://doi.org/10.1109/mcse.2009.6	https://doi.org/10.1109/mcse.2009.6	NOUN
iassist-967	646	1	https://doi.org/10.1093/aje/kwj093	https://doi.org/10.1093/aje/kwj093	PROPN
iassist-967	646	2	https://doi.org/10.1371/journal.pbio.2004299	https://doi.org/10.1371/journal.pbio.2004299	PROPN
iassist-967	646	3	https://doi.org/10.1038/nmeth.3076	https://doi.org/10.1038/nmeth.3076	NOUN
iassist-967	646	4	https://doi.org/10.5220/0004991802230230	https://doi.org/10.5220/0004991802230230	VERB
iassist-967	646	5	https://www.rd-alliance.org/groups/data-citation-wg/wiki/scalable-dynamic-data-citation-rda-wg-dc-position-paper.html	https://www.rd-alliance.org/groups/data-citation-wg/wiki/scalable-dynamic-data-citation-rda-wg-dc-position-paper.html	PROPN
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iassist-967	646	7	https://doi.org/10.1080/08989621.2016.1257387	https://doi.org/10.1080/08989621.2016.1257387	PROPN
iassist-967	647	1	https://doi.org/10.1080/19475683.2015.1027792	https://doi.org/10.1080/19475683.2015.1027792	PROPN
iassist-967	647	2	https://doi.org/10.1038/525159a	https://doi.org/10.1038/525159a	PROPN
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iassist-967	647	5	24/26	24/26	NUM
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iassist-967	647	7	,	,	PUNCT
iassist-967	647	8	erin	erin	NOUN
iassist-967	647	9	;	;	PUNCT
iassist-967	647	10	avila	avila	PROPN
iassist-967	647	11	,	,	PUNCT
iassist-967	647	12	regina	regina	PROPN
iassist-967	647	13	;	;	PUNCT
iassist-967	647	14	sears	sears	PROPN
iassist-967	647	15	,	,	PUNCT
iassist-967	647	16	jonathan	jonathan	PROPN
iassist-967	647	17	;	;	PUNCT
iassist-967	647	18	christiansen	christiansen	PROPN
iassist-967	647	19	,	,	PUNCT
iassist-967	647	20	leighton	leighton	PROPN
iassist-967	647	21	;	;	PUNCT
iassist-967	647	22	tieman	tieman	NOUN
iassist-967	647	23	,	,	PUNCT
iassist-967	647	24	jessica	jessica	PROPN
iassist-967	647	25	;	;	PUNCT
iassist-967	647	26	hart	hart	PROPN
iassist-967	647	27	,	,	PUNCT
iassist-967	647	28	jacquelyn	jacquelyn	PROPN
iassist-967	647	29	(	(	PUNCT
iassist-967	647	30	2020	2020	NUM
iassist-967	647	31	)	)	PUNCT
iassist-967	647	32	reproducibility	reproducibility	NOUN
iassist-967	647	33	literature	literature	NOUN
iassist-967	647	34	analysis	analysis	NOUN
iassist-967	647	35	a	a	DET
iassist-967	647	36	federal	federal	ADJ
iassist-967	647	37	information	information	NOUN
iassist-967	647	38	professional	professional	PROPN
iassist-967	647	39	perspective	perspective	NOUN
iassist-967	647	40	,	,	PUNCT
iassist-967	647	41	iassist	iassist	VERB
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iassist-967	647	43	44(1	44(1	PROPN
iassist-967	647	44	-	-	PUNCT
iassist-967	647	45	2	2	NUM
iassist-967	647	46	)	)	PUNCT
iassist-967	647	47	,	,	PUNCT
iassist-967	647	48	pp	pp	ADJ
iassist-967	647	49	.	.	PUNCT
iassist-967	648	1	1	1	NUM
iassist-967	648	2	-	-	SYM
iassist-967	648	3	26	26	NUM
iassist-967	648	4	.	.	PUNCT
iassist-967	649	1	doi	doi	NOUN
iassist-967	649	2	:	:	PUNCT
iassist-967	649	3	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	649	4	schulz	schulz	PROPN
iassist-967	649	5	,	,	PUNCT
iassist-967	649	6	j.	j.	PROPN
iassist-967	649	7	,	,	PUNCT
iassist-967	649	8	cookson	cookson	PROPN
iassist-967	649	9	,	,	PUNCT
iassist-967	649	10	m.	m.	NOUN
iassist-967	649	11	and	and	CCONJ
iassist-967	649	12	hausmann	hausmann	PROPN
iassist-967	649	13	,	,	PUNCT
iassist-967	649	14	l.	l.	PROPN
iassist-967	649	15	(	(	PUNCT
iassist-967	649	16	2016	2016	NUM
iassist-967	649	17	)	)	PUNCT
iassist-967	649	18	.	.	PUNCT
iassist-967	650	1	the	the	DET
iassist-967	650	2	impact	impact	NOUN
iassist-967	650	3	of	of	ADP
iassist-967	650	4	fraudulent	fraudulent	ADJ
iassist-967	650	5	and	and	CCONJ
iassist-967	650	6	irreproducible	irreproducible	ADJ
iassist-967	650	7	data	datum	NOUN
iassist-967	650	8	to	to	ADP
iassist-967	650	9	the	the	DET
iassist-967	650	10	translational	translational	ADJ
iassist-967	650	11	research	research	NOUN
iassist-967	650	12	crisis	crisis	NOUN
iassist-967	650	13	solutions	solution	NOUN
iassist-967	650	14	and	and	CCONJ
iassist-967	650	15	implementation	implementation	NOUN
iassist-967	650	16	.	.	PUNCT
iassist-967	651	1	journal	journal	NOUN
iassist-967	651	2	of	of	ADP
iassist-967	651	3	neurochemistry	neurochemistry	PROPN
iassist-967	651	4	,	,	PUNCT
iassist-967	651	5	139	139	NUM
iassist-967	651	6	,	,	PUNCT
iassist-967	651	7	pp.253270	pp.253270	PROPN
iassist-967	651	8	.	.	PUNCT
iassist-967	652	1	https://doi.org/10.1111/jnc.13844	https://doi.org/10.1111/jnc.13844	ADJ
iassist-967	652	2	sené	sené	PROPN
iassist-967	652	3	,	,	PUNCT
iassist-967	652	4	m.	m.	NOUN
iassist-967	652	5	,	,	PUNCT
iassist-967	652	6	gilmore	gilmore	PROPN
iassist-967	652	7	,	,	PUNCT
iassist-967	652	8	i.	i.	PROPN
iassist-967	652	9	and	and	CCONJ
iassist-967	652	10	janssen	janssen	PROPN
iassist-967	652	11	,	,	PUNCT
iassist-967	652	12	j.	j.	PROPN
iassist-967	652	13	(	(	PUNCT
iassist-967	652	14	2017	2017	NUM
iassist-967	652	15	)	)	PUNCT
iassist-967	652	16	.	.	PUNCT
iassist-967	653	1	metrology	metrology	NOUN
iassist-967	653	2	is	be	AUX
iassist-967	653	3	key	key	ADJ
iassist-967	653	4	to	to	ADP
iassist-967	653	5	reproducing	reproduce	VERB
iassist-967	653	6	results	result	NOUN
iassist-967	653	7	.	.	PUNCT
iassist-967	654	1	nature	nature	NOUN
iassist-967	654	2	,	,	PUNCT
iassist-967	654	3	547(7664	547(7664	NUM
iassist-967	654	4	)	)	PUNCT
iassist-967	654	5	,	,	PUNCT
iassist-967	654	6	pp.397	pp.397	PROPN
iassist-967	654	7	-	-	SYM
iassist-967	654	8	399	399	NUM
iassist-967	654	9	.	.	PUNCT
iassist-967	654	10	https://doi.org/10.1038/547397a	https://doi.org/10.1038/547397a	PUNCT
iassist-967	654	11	shaw	shaw	PROPN
iassist-967	654	12	,	,	PUNCT
iassist-967	654	13	s.	s.	PROPN
iassist-967	654	14	and	and	CCONJ
iassist-967	654	15	d’intino	d’intino	PROPN
iassist-967	654	16	,	,	PUNCT
iassist-967	654	17	j.	j.	PROPN
iassist-967	654	18	(	(	PUNCT
iassist-967	654	19	2017	2017	NUM
iassist-967	654	20	)	)	PUNCT
iassist-967	654	21	.	.	PUNCT
iassist-967	655	1	evidence	evidence	NOUN
iassist-967	655	2	-	-	PUNCT
iassist-967	655	3	based	base	VERB
iassist-967	655	4	practice	practice	NOUN
iassist-967	655	5	and	and	CCONJ
iassist-967	655	6	the	the	DET
iassist-967	655	7	reproducibility	reproducibility	NOUN
iassist-967	655	8	crisis	crisis	NOUN
iassist-967	655	9	in	in	ADP
iassist-967	655	10	psychology	psychology	NOUN
iassist-967	655	11	.	.	PUNCT
iassist-967	656	1	national	national	PROPN
iassist-967	656	2	association	association	PROPN
iassist-967	656	3	of	of	ADP
iassist-967	656	4	school	school	NOUN
iassist-967	656	5	psychologists	psychologist	NOUN
iassist-967	656	6	,	,	PUNCT
iassist-967	656	7	45(5	45(5	NOUN
iassist-967	656	8	)	)	PUNCT
iassist-967	656	9	.	.	PUNCT
iassist-967	657	1	available	available	ADJ
iassist-967	657	2	at	at	ADP
iassist-967	657	3	:	:	PUNCT
iassist-967	657	4	https://www.mcgill.ca/connectionslab/files/connectionslab/ebp_nasp_cq.pdf	https://www.mcgill.ca/connectionslab/files/connectionslab/ebp_nasp_cq.pdf	NOUN
iassist-967	657	5	[	[	X
iassist-967	657	6	accessed	access	VERB
iassist-967	657	7	10	10	NUM
iassist-967	657	8	sep	sep	NOUN
iassist-967	657	9	.	.	PROPN
iassist-967	658	1	2019	2019	NUM
iassist-967	658	2	]	]	PUNCT
iassist-967	658	3	.	.	PUNCT
iassist-967	659	1	spector	spector	PROPN
iassist-967	659	2	,	,	PUNCT
iassist-967	659	3	j.	j.	PROPN
iassist-967	659	4	,	,	PUNCT
iassist-967	659	5	johnson	johnson	PROPN
iassist-967	659	6	,	,	PUNCT
iassist-967	659	7	t.	t.	PROPN
iassist-967	659	8	and	and	CCONJ
iassist-967	659	9	young	young	ADJ
iassist-967	659	10	,	,	PUNCT
iassist-967	659	11	p.	p.	NOUN
iassist-967	659	12	(	(	PUNCT
iassist-967	659	13	2014	2014	NUM
iassist-967	659	14	)	)	PUNCT
iassist-967	659	15	.	.	PUNCT
iassist-967	660	1	an	an	DET
iassist-967	660	2	editorial	editorial	NOUN
iassist-967	660	3	on	on	ADP
iassist-967	660	4	replication	replication	NOUN
iassist-967	660	5	studies	study	NOUN
iassist-967	660	6	and	and	CCONJ
iassist-967	660	7	scaling	scale	VERB
iassist-967	660	8	up	up	ADP
iassist-967	660	9	efforts	effort	NOUN
iassist-967	660	10	.	.	PUNCT
iassist-967	661	1	educational	educational	ADJ
iassist-967	661	2	technology	technology	NOUN
iassist-967	661	3	research	research	NOUN
iassist-967	661	4	and	and	CCONJ
iassist-967	661	5	development	development	NOUN
iassist-967	661	6	,	,	PUNCT
iassist-967	661	7	63(1	63(1	NUM
iassist-967	661	8	)	)	PUNCT
iassist-967	661	9	,	,	PUNCT
iassist-967	661	10	pp.1	pp.1	NOUN
iassist-967	661	11	-	-	PUNCT
iassist-967	661	12	4	4	NUM
iassist-967	661	13	.	.	PUNCT
iassist-967	662	1	https://doi.org/10.1007/s11423-0149364-3	https://doi.org/10.1007/s11423-0149364-3	PROPN
iassist-967	662	2	stanford	stanford	PROPN
iassist-967	662	3	university	university	PROPN
iassist-967	662	4	(	(	PUNCT
iassist-967	662	5	2019	2019	NUM
iassist-967	662	6	)	)	PUNCT
iassist-967	662	7	.	.	PUNCT
iassist-967	663	1	meta	meta	ADJ
iassist-967	663	2	-	-	PUNCT
iassist-967	663	3	research	research	NOUN
iassist-967	663	4	innovation	innovation	NOUN
iassist-967	663	5	center	center	NOUN
iassist-967	663	6	at	at	ADP
iassist-967	663	7	stanford	stanford	PROPN
iassist-967	663	8	|	|	ADV
iassist-967	663	9	metrics	metric	NOUN
iassist-967	663	10	.	.	PUNCT
iassist-967	664	1	[	[	X
iassist-967	664	2	online	online	X
iassist-967	664	3	]	]	X
iassist-967	664	4	metrics.stanford.edu	metrics.stanford.edu	PROPN
iassist-967	664	5	.	.	PUNCT
iassist-967	664	6	available	available	ADJ
iassist-967	664	7	at	at	ADP
iassist-967	664	8	:	:	PUNCT
iassist-967	664	9	https://metrics.stanford.edu/	https://metrics.stanford.edu/	X
iassist-967	665	1	[	[	PUNCT
iassist-967	665	2	accessed	access	VERB
iassist-967	665	3	10	10	NUM
iassist-967	665	4	sep	sep	NOUN
iassist-967	665	5	.	.	PROPN
iassist-967	665	6	2019	2019	NUM
iassist-967	665	7	]	]	PUNCT
iassist-967	665	8	.	.	PUNCT
iassist-967	666	1	steward	steward	PROPN
iassist-967	666	2	,	,	PUNCT
iassist-967	666	3	o.	o.	PROPN
iassist-967	666	4	(	(	PUNCT
iassist-967	666	5	2016	2016	NUM
iassist-967	666	6	)	)	PUNCT
iassist-967	666	7	.	.	PUNCT
iassist-967	667	1	a	a	DET
iassist-967	667	2	rhumba	rhumba	NOUN
iassist-967	667	3	of	of	ADP
iassist-967	667	4	“	"	PUNCT
iassist-967	667	5	r	r	VERB
iassist-967	667	6	’s	’s	NOUN
iassist-967	667	7	”	"	PUNCT
iassist-967	667	8	:	:	PUNCT
iassist-967	667	9	replication	replication	NOUN
iassist-967	667	10	,	,	PUNCT
iassist-967	667	11	reproducibility	reproducibility	NOUN
iassist-967	667	12	,	,	PUNCT
iassist-967	667	13	rigor	rigor	NOUN
iassist-967	667	14	,	,	PUNCT
iassist-967	667	15	robustness	robustness	NOUN
iassist-967	667	16	:	:	PUNCT
iassist-967	667	17	what	what	PRON
iassist-967	667	18	does	do	VERB
iassist-967	667	19	a	a	DET
iassist-967	667	20	failure	failure	NOUN
iassist-967	667	21	to	to	PART
iassist-967	667	22	replicate	replicate	VERB
iassist-967	667	23	mean	mean	NOUN
iassist-967	667	24	?	?	PUNCT
iassist-967	667	25	.	.	PUNCT
iassist-967	668	1	eneuro	eneuro	PROPN
iassist-967	668	2	,	,	PUNCT
iassist-967	668	3	3(4	3(4	NUM
iassist-967	668	4	)	)	PUNCT
iassist-967	668	5	,	,	PUNCT
iassist-967	668	6	pp.eneuro.0072	pp.eneuro.0072	NOUN
iassist-967	668	7	-	-	PUNCT
iassist-967	668	8	16.2016	16.2016	NUM
iassist-967	668	9	.	.	PUNCT
iassist-967	669	1	https://doi.org/10.1523/eneuro.0072-16.2016	https://doi.org/10.1523/eneuro.0072-16.2016	PROPN
iassist-967	669	2	stodden	stodden	PROPN
iassist-967	669	3	,	,	PUNCT
iassist-967	669	4	v.	v.	PROPN
iassist-967	669	5	(	(	PUNCT
iassist-967	669	6	2009	2009	NUM
iassist-967	669	7	)	)	PUNCT
iassist-967	669	8	.	.	PUNCT
iassist-967	670	1	the	the	DET
iassist-967	670	2	legal	legal	ADJ
iassist-967	670	3	framework	framework	NOUN
iassist-967	670	4	for	for	ADP
iassist-967	670	5	reproducible	reproducible	ADJ
iassist-967	670	6	scientific	scientific	ADJ
iassist-967	670	7	research	research	NOUN
iassist-967	670	8	:	:	PUNCT
iassist-967	670	9	licensing	licensing	NOUN
iassist-967	670	10	and	and	CCONJ
iassist-967	670	11	copyright	copyright	NOUN
iassist-967	670	12	.	.	PUNCT
iassist-967	671	1	computing	compute	VERB
iassist-967	671	2	in	in	ADP
iassist-967	671	3	science	science	PROPN
iassist-967	671	4	&	&	CCONJ
iassist-967	671	5	engineering	engineering	PROPN
iassist-967	671	6	,	,	PUNCT
iassist-967	671	7	11(1	11(1	NUM
iassist-967	671	8	)	)	PUNCT
iassist-967	671	9	,	,	PUNCT
iassist-967	671	10	pp.35	pp.35	NOUN
iassist-967	671	11	-	-	SYM
iassist-967	671	12	40	40	NUM
iassist-967	671	13	.	.	PUNCT
iassist-967	672	1	https://doi.org/10.1109/mcse.2009.19	https://doi.org/10.1109/mcse.2009.19	PROPN
iassist-967	672	2	stodden	stodden	PROPN
iassist-967	672	3	,	,	PUNCT
iassist-967	672	4	v.	v.	PROPN
iassist-967	672	5	(	(	PUNCT
iassist-967	672	6	2009	2009	NUM
iassist-967	672	7	)	)	PUNCT
iassist-967	672	8	.	.	PUNCT
iassist-967	673	1	the	the	DET
iassist-967	673	2	reproducible	reproducible	ADJ
iassist-967	673	3	research	research	NOUN
iassist-967	673	4	standard	standard	NOUN
iassist-967	673	5	:	:	PUNCT
iassist-967	673	6	reducing	reduce	VERB
iassist-967	673	7	legal	legal	ADJ
iassist-967	673	8	barriers	barrier	NOUN
iassist-967	673	9	to	to	ADP
iassist-967	673	10	scientific	scientific	ADJ
iassist-967	673	11	knowledge	knowledge	NOUN
iassist-967	673	12	and	and	CCONJ
iassist-967	673	13	innovation	innovation	NOUN
iassist-967	673	14	.	.	PUNCT
iassist-967	674	1	presented	present	VERB
iassist-967	674	2	at	at	ADP
iassist-967	674	3	:	:	PUNCT
iassist-967	674	4	communia	communia	PROPN
iassist-967	674	5	conference	conference	PROPN
iassist-967	674	6	2009	2009	NUM
iassist-967	674	7	:	:	PUNCT
iassist-967	674	8	global	global	ADJ
iassist-967	674	9	science	science	PROPN
iassist-967	674	10	&	&	CCONJ
iassist-967	674	11	economics	economic	NOUN
iassist-967	674	12	of	of	ADP
iassist-967	674	13	knowledge	knowledge	NOUN
iassist-967	674	14	-	-	PUNCT
iassist-967	674	15	sharing	share	VERB
iassist-967	674	16	institutions	institution	NOUN
iassist-967	674	17	,	,	PUNCT
iassist-967	674	18	torino	torino	PROPN
iassist-967	674	19	,	,	PUNCT
iassist-967	674	20	italy	italy	PROPN
iassist-967	674	21	,	,	PUNCT
iassist-967	674	22	june	june	PROPN
iassist-967	674	23	2009	2009	NUM
iassist-967	674	24	.	.	PUNCT
iassist-967	675	1	[	[	X
iassist-967	675	2	powerpoint	powerpoint	X
iassist-967	675	3	]	]	X
iassist-967	675	4	stodden	stodden	PROPN
iassist-967	675	5	,	,	PUNCT
iassist-967	675	6	v.	v.	PROPN
iassist-967	675	7	(	(	PUNCT
iassist-967	675	8	2014	2014	NUM
iassist-967	675	9	)	)	PUNCT
iassist-967	675	10	.	.	PUNCT
iassist-967	676	1	2014	2014	NUM
iassist-967	676	2	:	:	PUNCT
iassist-967	676	3	what	what	PRON
iassist-967	676	4	scientific	scientific	ADJ
iassist-967	676	5	idea	idea	NOUN
iassist-967	676	6	is	be	AUX
iassist-967	676	7	ready	ready	ADJ
iassist-967	676	8	for	for	ADP
iassist-967	676	9	retirement	retirement	NOUN
iassist-967	676	10	?	?	PUNCT
iassist-967	677	1	reproducibility	reproducibility	NOUN
iassist-967	677	2	.	.	PUNCT
iassist-967	678	1	[	[	X
iassist-967	678	2	online	online	X
iassist-967	678	3	]	]	X
iassist-967	678	4	edge.org	edge.org	X
iassist-967	678	5	available	available	ADJ
iassist-967	678	6	at	at	ADP
iassist-967	678	7	:	:	PUNCT
iassist-967	678	8	https://www.edge.org/response-detail/25340	https://www.edge.org/response-detail/25340	PROPN
iassist-967	678	9	stodden	stodden	PROPN
iassist-967	678	10	,	,	PUNCT
iassist-967	678	11	v.	v.	PROPN
iassist-967	678	12	(	(	PUNCT
iassist-967	678	13	2015	2015	NUM
iassist-967	678	14	)	)	PUNCT
iassist-967	678	15	.	.	PUNCT
iassist-967	679	1	reproducing	reproduce	VERB
iassist-967	679	2	statistical	statistical	ADJ
iassist-967	679	3	results	result	NOUN
iassist-967	679	4	.	.	PUNCT
iassist-967	680	1	annual	annual	ADJ
iassist-967	680	2	review	review	NOUN
iassist-967	680	3	of	of	ADP
iassist-967	680	4	statistics	statistic	NOUN
iassist-967	680	5	and	and	CCONJ
iassist-967	680	6	its	its	PRON
iassist-967	680	7	application	application	NOUN
iassist-967	680	8	,	,	PUNCT
iassist-967	680	9	2(1	2(1	NUM
iassist-967	680	10	)	)	PUNCT
iassist-967	680	11	,	,	PUNCT
iassist-967	680	12	pp.1	pp.1	NOUN
iassist-967	680	13	-	-	PUNCT
iassist-967	680	14	19	19	NUM
iassist-967	680	15	.	.	PUNCT
iassist-967	681	1	https://doi.org/10.1146/annurev-statistics-010814-020127	https://doi.org/10.1146/annurev-statistics-010814-020127	PROPN
iassist-967	681	2	stodden	stodden	PROPN
iassist-967	681	3	,	,	PUNCT
iassist-967	681	4	v.	v.	PROPN
iassist-967	681	5	,	,	PUNCT
iassist-967	681	6	bailey	bailey	PROPN
iassist-967	681	7	,	,	PUNCT
iassist-967	681	8	d.	d.	PROPN
iassist-967	681	9	,	,	PUNCT
iassist-967	681	10	borwein	borwein	PROPN
iassist-967	681	11	,	,	PUNCT
iassist-967	681	12	j.	j.	PROPN
iassist-967	681	13	,	,	PUNCT
iassist-967	681	14	leveque	leveque	ADJ
iassist-967	681	15	,	,	PUNCT
iassist-967	681	16	r.	r.	PROPN
iassist-967	681	17	,	,	PUNCT
iassist-967	681	18	rider	rider	NOUN
iassist-967	681	19	,	,	PUNCT
iassist-967	681	20	w.	w.	PROPN
iassist-967	681	21	and	and	CCONJ
iassist-967	681	22	stein	stein	PROPN
iassist-967	681	23	,	,	PUNCT
iassist-967	681	24	w.	w.	PROPN
iassist-967	681	25	(	(	PUNCT
iassist-967	681	26	2019	2019	NUM
iassist-967	681	27	)	)	PUNCT
iassist-967	681	28	.	.	PUNCT
iassist-967	682	1	setting	set	VERB
iassist-967	682	2	the	the	DET
iassist-967	682	3	default	default	NOUN
iassist-967	682	4	to	to	PART
iassist-967	682	5	reproducible	reproducible	VERB
iassist-967	682	6	.	.	PUNCT
iassist-967	683	1	[	[	X
iassist-967	683	2	online	online	X
iassist-967	683	3	]	]	X
iassist-967	683	4	stodden.net	stodden.net	X
iassist-967	683	5	.	.	PUNCT
iassist-967	683	6	available	available	ADJ
iassist-967	683	7	at	at	ADP
iassist-967	683	8	:	:	PUNCT
iassist-967	683	9	http://stodden.net/icerm_report.pdf	http://stodden.net/icerm_report.pdf	PROPN
iassist-967	683	10	[	[	X
iassist-967	683	11	accessed	access	VERB
iassist-967	683	12	10	10	NUM
iassist-967	683	13	sep	sep	NOUN
iassist-967	683	14	.	.	PROPN
iassist-967	683	15	2019	2019	NUM
iassist-967	683	16	]	]	PUNCT
iassist-967	683	17	.	.	PUNCT
iassist-967	684	1	stodden	stodden	PROPN
iassist-967	684	2	,	,	PUNCT
iassist-967	684	3	v.	v.	PROPN
iassist-967	684	4	,	,	PUNCT
iassist-967	684	5	borwein	borwein	PROPN
iassist-967	684	6	,	,	PUNCT
iassist-967	684	7	j.	j.	PROPN
iassist-967	684	8	m.	m.	PROPN
iassist-967	684	9	,	,	PUNCT
iassist-967	684	10	&	&	CCONJ
iassist-967	684	11	bailey	bailey	PROPN
iassist-967	684	12	,	,	PUNCT
iassist-967	684	13	d.	d.	PROPN
iassist-967	684	14	h.	h.	PROPN
iassist-967	684	15	(	(	PUNCT
iassist-967	684	16	2013	2013	NUM
iassist-967	684	17	)	)	PUNCT
iassist-967	684	18	.	.	PUNCT
iassist-967	685	1	“	"	PUNCT
iassist-967	685	2	setting	set	VERB
iassist-967	685	3	the	the	DET
iassist-967	685	4	default	default	NOUN
iassist-967	685	5	to	to	PART
iassist-967	685	6	reproducible	reproducible	VERB
iassist-967	685	7	”	"	PUNCT
iassist-967	685	8	in	in	ADP
iassist-967	685	9	computational	computational	ADJ
iassist-967	685	10	science	science	NOUN
iassist-967	685	11	research	research	NOUN
iassist-967	685	12	.	.	PUNCT
iassist-967	686	1	siam	siam	PROPN
iassist-967	686	2	news	news	PROPN
iassist-967	686	3	,	,	PUNCT
iassist-967	686	4	46(05	46(05	PROPN
iassist-967	686	5	)	)	PUNCT
iassist-967	686	6	.	.	PUNCT
iassist-967	687	1	stodden	stodden	PROPN
iassist-967	687	2	,	,	PUNCT
iassist-967	687	3	v.	v.	PROPN
iassist-967	687	4	,	,	PUNCT
iassist-967	687	5	guo	guo	PROPN
iassist-967	687	6	,	,	PUNCT
iassist-967	687	7	p.	p.	NOUN
iassist-967	687	8	and	and	CCONJ
iassist-967	687	9	ma	ma	PROPN
iassist-967	687	10	,	,	PUNCT
iassist-967	687	11	z.	z.	PROPN
iassist-967	687	12	(	(	PUNCT
iassist-967	687	13	2013	2013	NUM
iassist-967	687	14	)	)	PUNCT
iassist-967	687	15	.	.	PUNCT
iassist-967	688	1	toward	toward	ADP
iassist-967	688	2	reproducible	reproducible	VERB
iassist-967	688	3	computational	computational	ADJ
iassist-967	688	4	research	research	NOUN
iassist-967	688	5	:	:	PUNCT
iassist-967	688	6	an	an	DET
iassist-967	688	7	empirical	empirical	ADJ
iassist-967	688	8	analysis	analysis	NOUN
iassist-967	688	9	of	of	ADP
iassist-967	688	10	data	datum	NOUN
iassist-967	688	11	and	and	CCONJ
iassist-967	688	12	code	code	NOUN
iassist-967	688	13	policy	policy	NOUN
iassist-967	688	14	adoption	adoption	NOUN
iassist-967	688	15	by	by	ADP
iassist-967	688	16	journals	journal	NOUN
iassist-967	688	17	.	.	PUNCT
iassist-967	689	1	plos	plos	PROPN
iassist-967	689	2	one	one	NUM
iassist-967	689	3	,	,	PUNCT
iassist-967	689	4	8(6	8(6	NUM
iassist-967	689	5	)	)	PUNCT
iassist-967	689	6	,	,	PUNCT
iassist-967	689	7	p.e67111	p.e67111	PROPN
iassist-967	689	8	.	.	PUNCT
iassist-967	690	1	https://doi.org/10.1371/journal.pone.0067111	https://doi.org/10.1371/journal.pone.0067111	PROPN
iassist-967	690	2	stodden	stodden	PROPN
iassist-967	690	3	,	,	PUNCT
iassist-967	690	4	v.	v.	PROPN
iassist-967	690	5	,	,	PUNCT
iassist-967	690	6	leisch	leisch	PROPN
iassist-967	690	7	,	,	PUNCT
iassist-967	690	8	f.	f.	PROPN
iassist-967	690	9	and	and	CCONJ
iassist-967	690	10	peng	peng	PROPN
iassist-967	690	11	,	,	PUNCT
iassist-967	690	12	r.	r.	PROPN
iassist-967	690	13	(	(	PUNCT
iassist-967	690	14	2014	2014	NUM
iassist-967	690	15	)	)	PUNCT
iassist-967	690	16	.	.	PUNCT
iassist-967	691	1	implementing	implement	VERB
iassist-967	691	2	reproducible	reproducible	ADJ
iassist-967	691	3	research	research	NOUN
iassist-967	691	4	.	.	PUNCT
iassist-967	692	1	boca	boca	PROPN
iassist-967	692	2	raton	raton	PROPN
iassist-967	692	3	,	,	PUNCT
iassist-967	692	4	florida	florida	PROPN
iassist-967	692	5	:	:	PUNCT
iassist-967	692	6	crc	crc	PROPN
iassist-967	692	7	press	press	PROPN
iassist-967	692	8	.	.	PUNCT
iassist-967	693	1	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	693	2	https://doi.org/10.1111/jnc.13844	https://doi.org/10.1111/jnc.13844	PROPN
iassist-967	693	3	https://doi.org/10.1038/547397a	https://doi.org/10.1038/547397a	PUNCT
iassist-967	693	4	https://www.mcgill.ca/connectionslab/files/connectionslab/ebp_nasp_cq.pdf	https://www.mcgill.ca/connectionslab/files/connectionslab/ebp_nasp_cq.pdf	NOUN
iassist-967	693	5	https://doi.org/10.1007/s11423-014-9364-3	https://doi.org/10.1007/s11423-014-9364-3	NUM
iassist-967	693	6	https://doi.org/10.1007/s11423-014-9364-3	https://doi.org/10.1007/s11423-014-9364-3	NUM
iassist-967	693	7	https://metrics.stanford.edu/	https://metrics.stanford.edu/	VERB
iassist-967	693	8	https://doi.org/10.1523/eneuro.0072-16.2016	https://doi.org/10.1523/eneuro.0072-16.2016	PROPN
iassist-967	693	9	https://doi.org/10.1109/mcse.2009.19	https://doi.org/10.1109/mcse.2009.19	PROPN
iassist-967	694	1	https://www.edge.org/response-detail/25340	https://www.edge.org/response-detail/25340	PROPN
iassist-967	694	2	https://doi.org/10.1146/annurev-statistics-010814-020127	https://doi.org/10.1146/annurev-statistics-010814-020127	PROPN
iassist-967	694	3	http://stodden.net/icerm_report.pdf	http://stodden.net/icerm_report.pdf	PROPN
iassist-967	694	4	https://doi.org/10.1371/journal.pone.0067111	https://doi.org/10.1371/journal.pone.0067111	PROPN
iassist-967	694	5	25/26	25/26	NUM
iassist-967	694	6	antognoli	antognoli	NOUN
iassist-967	694	7	,	,	PUNCT
iassist-967	694	8	erin	erin	NOUN
iassist-967	694	9	;	;	PUNCT
iassist-967	694	10	avila	avila	PROPN
iassist-967	694	11	,	,	PUNCT
iassist-967	694	12	regina	regina	PROPN
iassist-967	694	13	;	;	PUNCT
iassist-967	694	14	sears	sears	PROPN
iassist-967	694	15	,	,	PUNCT
iassist-967	694	16	jonathan	jonathan	PROPN
iassist-967	694	17	;	;	PUNCT
iassist-967	694	18	christiansen	christiansen	PROPN
iassist-967	694	19	,	,	PUNCT
iassist-967	694	20	leighton	leighton	PROPN
iassist-967	694	21	;	;	PUNCT
iassist-967	694	22	tieman	tieman	NOUN
iassist-967	694	23	,	,	PUNCT
iassist-967	694	24	jessica	jessica	PROPN
iassist-967	694	25	;	;	PUNCT
iassist-967	694	26	hart	hart	PROPN
iassist-967	694	27	,	,	PUNCT
iassist-967	694	28	jacquelyn	jacquelyn	PROPN
iassist-967	694	29	(	(	PUNCT
iassist-967	694	30	2020	2020	NUM
iassist-967	694	31	)	)	PUNCT
iassist-967	694	32	reproducibility	reproducibility	NOUN
iassist-967	694	33	literature	literature	NOUN
iassist-967	694	34	analysis	analysis	NOUN
iassist-967	694	35	a	a	DET
iassist-967	694	36	federal	federal	ADJ
iassist-967	694	37	information	information	NOUN
iassist-967	694	38	professional	professional	PROPN
iassist-967	694	39	perspective	perspective	NOUN
iassist-967	694	40	,	,	PUNCT
iassist-967	694	41	iassist	iassist	VERB
iassist-967	694	42	quarterly	quarterly	ADJ
iassist-967	694	43	44(1	44(1	PROPN
iassist-967	694	44	-	-	PUNCT
iassist-967	694	45	2	2	NUM
iassist-967	694	46	)	)	PUNCT
iassist-967	694	47	,	,	PUNCT
iassist-967	694	48	pp	pp	ADJ
iassist-967	694	49	.	.	PUNCT
iassist-967	695	1	1	1	NUM
iassist-967	695	2	-	-	SYM
iassist-967	695	3	26	26	NUM
iassist-967	695	4	.	.	PUNCT
iassist-967	696	1	doi	doi	NOUN
iassist-967	696	2	:	:	PUNCT
iassist-967	696	3	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	696	4	stodden	stodden	PROPN
iassist-967	696	5	,	,	PUNCT
iassist-967	696	6	victoria	victoria	PROPN
iassist-967	696	7	,	,	PUNCT
iassist-967	696	8	enabling	enable	VERB
iassist-967	696	9	reproducible	reproducible	ADJ
iassist-967	696	10	research	research	NOUN
iassist-967	696	11	:	:	PUNCT
iassist-967	696	12	open	open	ADJ
iassist-967	696	13	licensing	licensing	NOUN
iassist-967	696	14	for	for	ADP
iassist-967	696	15	scientific	scientific	ADJ
iassist-967	696	16	innovation	innovation	NOUN
iassist-967	696	17	(	(	PUNCT
iassist-967	696	18	march	march	PROPN
iassist-967	696	19	3	3	NUM
iassist-967	696	20	,	,	PUNCT
iassist-967	696	21	2009	2009	NUM
iassist-967	696	22	)	)	PUNCT
iassist-967	696	23	.	.	PUNCT
iassist-967	697	1	international	international	ADJ
iassist-967	697	2	journal	journal	PROPN
iassist-967	697	3	of	of	ADP
iassist-967	697	4	communications	communication	NOUN
iassist-967	697	5	law	law	NOUN
iassist-967	697	6	and	and	CCONJ
iassist-967	697	7	policy	policy	NOUN
iassist-967	697	8	,	,	PUNCT
iassist-967	697	9	forthcoming	forthcoming	ADJ
iassist-967	697	10	.	.	PUNCT
iassist-967	697	11	available	available	ADJ
iassist-967	697	12	at	at	ADP
iassist-967	697	13	ssrn	ssrn	NOUN
iassist-967	697	14	:	:	PUNCT
iassist-967	697	15	https://ssrn.com/abstract=1362040	https://ssrn.com/abstract=1362040	NOUN
iassist-967	697	16	stroebe	stroebe	NOUN
iassist-967	697	17	,	,	PUNCT
iassist-967	697	18	w.	w.	NOUN
iassist-967	697	19	and	and	CCONJ
iassist-967	697	20	strack	strack	NOUN
iassist-967	697	21	,	,	PUNCT
iassist-967	697	22	f.	f.	PROPN
iassist-967	697	23	(	(	PUNCT
iassist-967	697	24	2014	2014	NUM
iassist-967	697	25	)	)	PUNCT
iassist-967	697	26	.	.	PUNCT
iassist-967	698	1	the	the	DET
iassist-967	698	2	alleged	allege	VERB
iassist-967	698	3	crisis	crisis	NOUN
iassist-967	698	4	and	and	CCONJ
iassist-967	698	5	the	the	DET
iassist-967	698	6	illusion	illusion	NOUN
iassist-967	698	7	of	of	ADP
iassist-967	698	8	exact	exact	ADJ
iassist-967	698	9	replication	replication	NOUN
iassist-967	698	10	.	.	PUNCT
iassist-967	699	1	perspectives	perspective	NOUN
iassist-967	699	2	on	on	ADP
iassist-967	699	3	psychological	psychological	ADJ
iassist-967	699	4	science	science	NOUN
iassist-967	699	5	,	,	PUNCT
iassist-967	699	6	9(1	9(1	NUM
iassist-967	699	7	)	)	PUNCT
iassist-967	699	8	,	,	PUNCT
iassist-967	699	9	pp.59	pp.59	NOUN
iassist-967	699	10	-	-	SYM
iassist-967	699	11	71	71	NUM
iassist-967	699	12	.	.	PUNCT
iassist-967	700	1	https://doi.org/10.1177/1745691613514450	https://doi.org/10.1177/1745691613514450	X
iassist-967	700	2	the	the	DET
iassist-967	700	3	national	national	PROPN
iassist-967	700	4	academy	academy	PROPN
iassist-967	700	5	of	of	ADP
iassist-967	700	6	sciences	sciences	PROPN
iassist-967	700	7	arthur	arthur	PROPN
iassist-967	700	8	m.	m.	PROPN
iassist-967	700	9	sackler	sackler	PROPN
iassist-967	700	10	colloquium	colloquium	NOUN
iassist-967	700	11	on	on	ADP
iassist-967	700	12	reproducibility	reproducibility	NOUN
iassist-967	700	13	of	of	ADP
iassist-967	700	14	research	research	NOUN
iassist-967	700	15	:	:	PUNCT
iassist-967	700	16	issues	issue	NOUN
iassist-967	700	17	and	and	CCONJ
iassist-967	700	18	proposed	propose	VERB
iassist-967	700	19	remedies	remedy	NOUN
iassist-967	700	20	(	(	PUNCT
iassist-967	700	21	2017	2017	NUM
iassist-967	700	22	)	)	PUNCT
iassist-967	700	23	.	.	PUNCT
iassist-967	701	1	reproducibility	reproducibility	NOUN
iassist-967	701	2	of	of	ADP
iassist-967	701	3	research	research	NOUN
iassist-967	701	4	:	:	PUNCT
iassist-967	701	5	issues	issue	NOUN
iassist-967	701	6	and	and	CCONJ
iassist-967	701	7	proposed	propose	VERB
iassist-967	701	8	remedies	remedy	NOUN
iassist-967	701	9	youtube	youtube	VERB
iassist-967	701	10	.	.	PUNCT
iassist-967	702	1	[	[	X
iassist-967	702	2	online	online	X
iassist-967	702	3	]	]	X
iassist-967	702	4	youtube	youtube	NOUN
iassist-967	702	5	.	.	PUNCT
iassist-967	703	1	available	available	ADJ
iassist-967	703	2	at	at	ADP
iassist-967	703	3	:	:	PUNCT
iassist-967	703	4	http://www.youtube.com/playlist?list=plgjm1x3xqek0ferdgkcyvybh8tkubtwfv	http://www.youtube.com/playlist?list=plgjm1x3xqek0ferdgkcyvybh8tkubtwfv	PUNCT
iassist-967	703	5	[	[	PUNCT
iassist-967	703	6	accessed	access	VERB
iassist-967	703	7	10	10	NUM
iassist-967	703	8	sep	sep	NOUN
iassist-967	703	9	.	.	PROPN
iassist-967	704	1	2019	2019	NUM
iassist-967	704	2	]	]	PUNCT
iassist-967	704	3	.	.	PUNCT
iassist-967	705	1	the	the	DET
iassist-967	705	2	national	national	PROPN
iassist-967	705	3	science	science	PROPN
iassist-967	705	4	foundation	foundation	PROPN
iassist-967	705	5	(	(	PUNCT
iassist-967	705	6	2016	2016	NUM
iassist-967	705	7	)	)	PUNCT
iassist-967	705	8	.	.	PUNCT
iassist-967	706	1	dear	dear	ADJ
iassist-967	706	2	colleague	colleague	NOUN
iassist-967	706	3	letter	letter	NOUN
iassist-967	706	4	:	:	PUNCT
iassist-967	706	5	encouraging	encourage	VERB
iassist-967	706	6	reproducibility	reproducibility	NOUN
iassist-967	706	7	in	in	ADP
iassist-967	706	8	computing	computing	NOUN
iassist-967	706	9	and	and	CCONJ
iassist-967	706	10	communications	communication	NOUN
iassist-967	706	11	research	research	NOUN
iassist-967	706	12	.	.	PUNCT
iassist-967	707	1	[	[	X
iassist-967	707	2	online	online	X
iassist-967	707	3	]	]	X
iassist-967	708	1	nsf.gov	nsf.gov	NUM
iassist-967	708	2	.	.	PUNCT
iassist-967	708	3	available	available	ADJ
iassist-967	708	4	at	at	ADP
iassist-967	708	5	:	:	PUNCT
iassist-967	708	6	https://www.nsf.gov/pubs/2017/nsf17022/nsf17022.jsp	https://www.nsf.gov/pubs/2017/nsf17022/nsf17022.jsp	PROPN
iassist-967	709	1	[	[	X
iassist-967	709	2	accessed	access	VERB
iassist-967	709	3	10	10	NUM
iassist-967	709	4	sep	sep	NOUN
iassist-967	709	5	.	.	PROPN
iassist-967	710	1	2019	2019	NUM
iassist-967	710	2	]	]	PUNCT
iassist-967	710	3	.	.	PUNCT
iassist-967	711	1	träger	träger	NOUN
iassist-967	711	2	,	,	PUNCT
iassist-967	711	3	u.	u.	PROPN
iassist-967	711	4	(	(	PUNCT
iassist-967	711	5	2019	2019	NUM
iassist-967	711	6	)	)	PUNCT
iassist-967	711	7	.	.	PUNCT
iassist-967	712	1	going	go	VERB
iassist-967	712	2	beyond	beyond	ADP
iassist-967	712	3	impact	impact	NOUN
iassist-967	712	4	factors	factor	NOUN
iassist-967	712	5	—	—	PUNCT
iassist-967	712	6	reforming	reform	VERB
iassist-967	712	7	scientific	scientific	ADJ
iassist-967	712	8	publishing	publishing	NOUN
iassist-967	712	9	to	to	PART
iassist-967	712	10	value	value	NOUN
iassist-967	712	11	integrity	integrity	NOUN
iassist-967	712	12	.	.	PUNCT
iassist-967	713	1	[	[	X
iassist-967	713	2	online	online	X
iassist-967	713	3	]	]	X
iassist-967	713	4	phys.org	phys.org	X
iassist-967	713	5	.	.	PUNCT
iassist-967	713	6	available	available	ADJ
iassist-967	713	7	at	at	ADP
iassist-967	713	8	:	:	PUNCT
iassist-967	713	9	https://phys.org/news/2016-08-impact-factorsreforming-scientificpublishing.html	https://phys.org/news/2016-08-impact-factorsreforming-scientificpublishing.html	NOUN
iassist-967	714	1	[	[	X
iassist-967	714	2	accessed	access	VERB
iassist-967	714	3	10	10	NUM
iassist-967	714	4	sep	sep	NOUN
iassist-967	714	5	.	.	PROPN
iassist-967	714	6	2019	2019	NUM
iassist-967	714	7	]	]	PUNCT
iassist-967	714	8	.	.	PUNCT
iassist-967	715	1	uncles	uncle	NOUN
iassist-967	715	2	,	,	PUNCT
iassist-967	715	3	m.	m.	NOUN
iassist-967	715	4	and	and	CCONJ
iassist-967	715	5	kwok	kwok	PROPN
iassist-967	715	6	,	,	PUNCT
iassist-967	715	7	s.	s.	PROPN
iassist-967	715	8	(	(	PUNCT
iassist-967	715	9	2013	2013	NUM
iassist-967	715	10	)	)	PUNCT
iassist-967	715	11	.	.	PUNCT
iassist-967	716	1	designing	design	VERB
iassist-967	716	2	research	research	NOUN
iassist-967	716	3	with	with	ADP
iassist-967	716	4	in	in	ADP
iassist-967	716	5	-	-	PUNCT
iassist-967	716	6	built	build	VERB
iassist-967	716	7	differentiated	differentiated	ADJ
iassist-967	716	8	replication	replication	NOUN
iassist-967	716	9	.	.	PUNCT
iassist-967	717	1	journal	journal	PROPN
iassist-967	717	2	of	of	ADP
iassist-967	717	3	business	business	NOUN
iassist-967	717	4	research	research	NOUN
iassist-967	717	5	,	,	PUNCT
iassist-967	717	6	66(9	66(9	NUM
iassist-967	717	7	)	)	PUNCT
iassist-967	717	8	,	,	PUNCT
iassist-967	717	9	pp.1398	pp.1398	PROPN
iassist-967	717	10	-	-	PUNCT
iassist-967	717	11	1405	1405	NUM
iassist-967	717	12	.	.	PUNCT
iassist-967	718	1	https://doi.org/10.1016/j.jbusres.2012.05.005	https://doi.org/10.1016/j.jbusres.2012.05.005	PROPN
iassist-967	718	2	vedantam	vedantam	NOUN
iassist-967	718	3	,	,	PUNCT
iassist-967	718	4	s.	s.	PROPN
iassist-967	718	5	and	and	CCONJ
iassist-967	718	6	penman	penman	PROPN
iassist-967	718	7	,	,	PUNCT
iassist-967	718	8	m.	m.	NOUN
iassist-967	718	9	(	(	PUNCT
iassist-967	718	10	2016	2016	NUM
iassist-967	718	11	)	)	PUNCT
iassist-967	718	12	.	.	PUNCT
iassist-967	719	1	when	when	SCONJ
iassist-967	719	2	great	great	ADJ
iassist-967	719	3	minds	mind	NOUN
iassist-967	719	4	think	think	VERB
iassist-967	719	5	unalike	unalike	ADJ
iassist-967	719	6	:	:	PUNCT
iassist-967	719	7	inside	inside	ADP
iassist-967	719	8	science	science	NOUN
iassist-967	719	9	’s	’s	PART
iassist-967	719	10	‘	'	PUNCT
iassist-967	719	11	replication	replication	NOUN
iassist-967	719	12	crisis	crisis	NOUN
iassist-967	719	13	’	'	PUNCT
iassist-967	719	14	.	.	PUNCT
iassist-967	720	1	[	[	X
iassist-967	720	2	online	online	X
iassist-967	720	3	]	]	X
iassist-967	720	4	npr.org	npr.org	PROPN
iassist-967	720	5	.	.	PUNCT
iassist-967	721	1	available	available	ADJ
iassist-967	721	2	at	at	ADP
iassist-967	721	3	:	:	PUNCT
iassist-967	721	4	https://www.npr.org/2016/05/24/477921050/when-great-mindsthink-unlike-inside-sciences-replication-crisis	https://www.npr.org/2016/05/24/477921050/when-great-mindsthink-unlike-inside-sciences-replication-crisis	NOUN
iassist-967	721	5	[	[	X
iassist-967	721	6	accessed	access	VERB
iassist-967	721	7	10	10	NUM
iassist-967	721	8	sep	sep	NOUN
iassist-967	721	9	.	.	PROPN
iassist-967	722	1	2019	2019	NUM
iassist-967	722	2	]	]	PUNCT
iassist-967	722	3	.	.	PUNCT
iassist-967	723	1	voelkl	voelkl	PROPN
iassist-967	723	2	,	,	PUNCT
iassist-967	723	3	b.	b.	PROPN
iassist-967	723	4	and	and	CCONJ
iassist-967	723	5	würbel	würbel	PROPN
iassist-967	723	6	,	,	PUNCT
iassist-967	723	7	h.	h.	PROPN
iassist-967	723	8	(	(	PUNCT
iassist-967	723	9	2016	2016	NUM
iassist-967	723	10	)	)	PUNCT
iassist-967	723	11	.	.	PUNCT
iassist-967	724	1	reproducibility	reproducibility	NOUN
iassist-967	724	2	crisis	crisis	NOUN
iassist-967	724	3	:	:	PUNCT
iassist-967	724	4	are	be	AUX
iassist-967	724	5	we	we	PRON
iassist-967	724	6	ignoring	ignore	VERB
iassist-967	724	7	reaction	reaction	NOUN
iassist-967	724	8	norms	norm	NOUN
iassist-967	724	9	?	?	PUNCT
iassist-967	724	10	.	.	PUNCT
iassist-967	725	1	trends	trend	NOUN
iassist-967	725	2	in	in	ADP
iassist-967	725	3	pharmacological	pharmacological	ADJ
iassist-967	725	4	sciences	science	NOUN
iassist-967	725	5	,	,	PUNCT
iassist-967	725	6	37(7	37(7	NUM
iassist-967	725	7	)	)	PUNCT
iassist-967	725	8	,	,	PUNCT
iassist-967	725	9	pp.509	pp.509	NOUN
iassist-967	725	10	-	-	PUNCT
iassist-967	725	11	510	510	NUM
iassist-967	725	12	.	.	PUNCT
iassist-967	726	1	https://doi.org/10.1016/j.tips.2016.05.003	https://doi.org/10.1016/j.tips.2016.05.003	ADJ
iassist-967	726	2	warren	warren	NOUN
iassist-967	726	3	,	,	PUNCT
iassist-967	726	4	m.	m.	NOUN
iassist-967	726	5	(	(	PUNCT
iassist-967	726	6	2018	2018	NUM
iassist-967	726	7	)	)	PUNCT
iassist-967	726	8	.	.	PUNCT
iassist-967	727	1	make	make	VERB
iassist-967	727	2	replication	replication	NOUN
iassist-967	727	3	studies	study	NOUN
iassist-967	727	4	‘	'	PUNCT
iassist-967	727	5	a	a	DET
iassist-967	727	6	normal	normal	ADJ
iassist-967	727	7	and	and	CCONJ
iassist-967	727	8	essential	essential	ADJ
iassist-967	727	9	part	part	NOUN
iassist-967	727	10	of	of	ADP
iassist-967	727	11	science	science	NOUN
iassist-967	727	12	,	,	PUNCT
iassist-967	727	13	’	'	PUNCT
iassist-967	727	14	dutch	dutch	PROPN
iassist-967	727	15	science	science	PROPN
iassist-967	727	16	academy	academy	PROPN
iassist-967	727	17	says	say	VERB
iassist-967	727	18	.	.	PUNCT
iassist-967	728	1	science	science	NOUN
iassist-967	728	2	.	.	PUNCT
iassist-967	729	1	https://doi.org/10.1126/science.aat0224	https://doi.org/10.1126/science.aat0224	PROPN
iassist-967	729	2	weir	weir	PROPN
iassist-967	729	3	,	,	PUNCT
iassist-967	729	4	k.	k.	PROPN
iassist-967	729	5	(	(	PUNCT
iassist-967	729	6	2015	2015	NUM
iassist-967	729	7	)	)	PUNCT
iassist-967	729	8	.	.	PUNCT
iassist-967	730	1	a	a	DET
iassist-967	730	2	reproducibility	reproducibility	NOUN
iassist-967	730	3	crisis	crisis	NOUN
iassist-967	730	4	?	?	PUNCT
iassist-967	731	1	monitor	monitor	NOUN
iassist-967	731	2	on	on	ADP
iassist-967	731	3	psychology	psychology	NOUN
iassist-967	731	4	:	:	PUNCT
iassist-967	731	5	american	american	PROPN
iassist-967	731	6	psychological	psychological	PROPN
iassist-967	731	7	association	association	PROPN
iassist-967	731	8	,	,	PUNCT
iassist-967	731	9	46(9	46(9	NOUN
iassist-967	731	10	)	)	PUNCT
iassist-967	731	11	,	,	PUNCT
iassist-967	731	12	p.39	p.39	PROPN
iassist-967	731	13	wiggins	wiggins	PROPN
iassist-967	731	14	,	,	PUNCT
iassist-967	731	15	a.	a.	PROPN
iassist-967	731	16	,	,	PUNCT
iassist-967	731	17	newman	newman	PROPN
iassist-967	731	18	,	,	PUNCT
iassist-967	731	19	g.	g.	PROPN
iassist-967	731	20	,	,	PUNCT
iassist-967	731	21	stevenson	stevenson	PROPN
iassist-967	731	22	,	,	PUNCT
iassist-967	731	23	r.	r.	PROPN
iassist-967	731	24	and	and	CCONJ
iassist-967	731	25	crowston	crowston	PROPN
iassist-967	731	26	,	,	PUNCT
iassist-967	731	27	k.	k.	PROPN
iassist-967	731	28	(	(	PUNCT
iassist-967	731	29	2011	2011	NUM
iassist-967	731	30	)	)	PUNCT
iassist-967	731	31	.	.	PUNCT
iassist-967	732	1	mechanisms	mechanism	NOUN
iassist-967	732	2	for	for	ADP
iassist-967	732	3	data	datum	NOUN
iassist-967	732	4	quality	quality	NOUN
iassist-967	732	5	and	and	CCONJ
iassist-967	732	6	validation	validation	NOUN
iassist-967	732	7	in	in	ADP
iassist-967	732	8	citizen	citizen	PROPN
iassist-967	732	9	science	science	NOUN
iassist-967	732	10	.	.	PUNCT
iassist-967	733	1	2011	2011	NUM
iassist-967	733	2	ieee	ieee	PROPN
iassist-967	733	3	seventh	seventh	ADJ
iassist-967	733	4	international	international	ADJ
iassist-967	733	5	conference	conference	NOUN
iassist-967	733	6	on	on	ADP
iassist-967	733	7	e	e	NOUN
iassist-967	733	8	-	-	NOUN
iassist-967	733	9	science	science	NOUN
iassist-967	733	10	workshops	workshop	NOUN
iassist-967	733	11	.	.	PUNCT
iassist-967	734	1	https://doi.org/10.1109/esciencew.2011.27	https://doi.org/10.1109/esciencew.2011.27	ADJ
iassist-967	734	2	würbel	würbel	NOUN
iassist-967	734	3	,	,	PUNCT
iassist-967	734	4	h.	h.	PROPN
iassist-967	734	5	(	(	PUNCT
iassist-967	734	6	2017	2017	NUM
iassist-967	734	7	)	)	PUNCT
iassist-967	734	8	.	.	PUNCT
iassist-967	735	1	more	more	ADJ
iassist-967	735	2	than	than	ADP
iassist-967	735	3	3rs	3rs	NOUN
iassist-967	735	4	:	:	PUNCT
iassist-967	735	5	the	the	DET
iassist-967	735	6	importance	importance	NOUN
iassist-967	735	7	of	of	ADP
iassist-967	735	8	scientific	scientific	ADJ
iassist-967	735	9	validity	validity	NOUN
iassist-967	735	10	for	for	ADP
iassist-967	735	11	harm	harm	NOUN
iassist-967	735	12	-	-	PUNCT
iassist-967	735	13	benefit	benefit	NOUN
iassist-967	735	14	analysis	analysis	NOUN
iassist-967	735	15	of	of	ADP
iassist-967	735	16	animal	animal	NOUN
iassist-967	735	17	research	research	NOUN
iassist-967	735	18	.	.	PUNCT
iassist-967	736	1	lab	lab	NOUN
iassist-967	736	2	animal	animal	NOUN
iassist-967	736	3	,	,	PUNCT
iassist-967	736	4	46	46	NUM
iassist-967	736	5	,	,	PUNCT
iassist-967	736	6	pp.164–166	pp.164–166	PROPN
iassist-967	736	7	https://doi.org/10.1038/laban.1220	https://doi.org/10.1038/laban.1220	PROPN
iassist-967	736	8	yousefi	yousefi	PROPN
iassist-967	736	9	,	,	PUNCT
iassist-967	736	10	m.	m.	NOUN
iassist-967	736	11	and	and	CCONJ
iassist-967	736	12	dougherty	dougherty	PROPN
iassist-967	736	13	,	,	PUNCT
iassist-967	736	14	e.	e.	PROPN
iassist-967	736	15	(	(	PUNCT
iassist-967	736	16	2012	2012	NUM
iassist-967	736	17	)	)	PUNCT
iassist-967	736	18	.	.	PUNCT
iassist-967	737	1	performance	performance	NOUN
iassist-967	737	2	reproducibility	reproducibility	NOUN
iassist-967	737	3	index	index	NOUN
iassist-967	737	4	for	for	ADP
iassist-967	737	5	classification	classification	NOUN
iassist-967	737	6	.	.	PUNCT
iassist-967	738	1	bioinformatics	bioinformatic	NOUN
iassist-967	738	2	,	,	PUNCT
iassist-967	738	3	28(21	28(21	NOUN
iassist-967	738	4	)	)	PUNCT
iassist-967	738	5	,	,	PUNCT
iassist-967	738	6	pp.2824	pp.2824	PROPN
iassist-967	738	7	-	-	SYM
iassist-967	738	8	2833	2833	NUM
iassist-967	738	9	.	.	PUNCT
iassist-967	739	1	https://doi.org/10.1093/bioinformatics/bts509	https://doi.org/10.1093/bioinformatics/bts509	PROPN
iassist-967	739	2	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	739	3	https://ssrn.com/abstract=1362040	https://ssrn.com/abstract=1362040	PROPN
iassist-967	739	4	https://doi.org/10.1177/1745691613514450	https://doi.org/10.1177/1745691613514450	NOUN
iassist-967	739	5	http://www.youtube.com/playlist?list=plgjm1x3xqek0ferdgkcyvybh8tkubtwfv	http://www.youtube.com/playlist?list=plgjm1x3xqek0ferdgkcyvybh8tkubtwfv	PUNCT
iassist-967	739	6	https://www.nsf.gov/pubs/2017/nsf17022/nsf17022.jsp	https://www.nsf.gov/pubs/2017/nsf17022/nsf17022.jsp	PROPN
iassist-967	739	7	https://phys.org/news/2016-08-impact-factorsreforming-scientific-publishing.html	https://phys.org/news/2016-08-impact-factorsreforming-scientific-publishing.html	PROPN
iassist-967	739	8	https://phys.org/news/2016-08-impact-factorsreforming-scientific-publishing.html	https://phys.org/news/2016-08-impact-factorsreforming-scientific-publishing.html	PROPN
iassist-967	739	9	https://doi.org/10.1016/j.jbusres.2012.05.005	https://doi.org/10.1016/j.jbusres.2012.05.005	VERB
iassist-967	739	10	https://www.npr.org/2016/05/24/477921050/when-great-minds-think-unlike-inside-sciences-replication-crisis	https://www.npr.org/2016/05/24/477921050/when-great-minds-think-unlike-inside-sciences-replication-crisis	NOUN
iassist-967	739	11	https://www.npr.org/2016/05/24/477921050/when-great-minds-think-unlike-inside-sciences-replication-crisis	https://www.npr.org/2016/05/24/477921050/when-great-minds-think-unlike-inside-sciences-replication-crisis	NOUN
iassist-967	739	12	https://doi.org/10.1016/j.tips.2016.05.003	https://doi.org/10.1016/j.tips.2016.05.003	ADJ
iassist-967	739	13	https://doi.org/10.1126/science.aat0224	https://doi.org/10.1126/science.aat0224	PROPN
iassist-967	739	14	https://doi.org/10.1109/esciencew.2011.27	https://doi.org/10.1109/esciencew.2011.27	PROPN
iassist-967	739	15	https://doi.org/10.1038/laban.1220	https://doi.org/10.1038/laban.1220	ADP
iassist-967	739	16	https://doi.org/10.1093/bioinformatics/bts509	https://doi.org/10.1093/bioinformatics/bts509	NOUN
iassist-967	739	17	26/26	26/26	NUM
iassist-967	739	18	antognoli	antognoli	NOUN
iassist-967	739	19	,	,	PUNCT
iassist-967	739	20	erin	erin	NOUN
iassist-967	739	21	;	;	PUNCT
iassist-967	739	22	avila	avila	PROPN
iassist-967	739	23	,	,	PUNCT
iassist-967	739	24	regina	regina	PROPN
iassist-967	739	25	;	;	PUNCT
iassist-967	739	26	sears	sears	PROPN
iassist-967	739	27	,	,	PUNCT
iassist-967	739	28	jonathan	jonathan	PROPN
iassist-967	739	29	;	;	PUNCT
iassist-967	739	30	christiansen	christiansen	PROPN
iassist-967	739	31	,	,	PUNCT
iassist-967	739	32	leighton	leighton	PROPN
iassist-967	739	33	;	;	PUNCT
iassist-967	739	34	tieman	tieman	NOUN
iassist-967	739	35	,	,	PUNCT
iassist-967	739	36	jessica	jessica	PROPN
iassist-967	739	37	;	;	PUNCT
iassist-967	739	38	hart	hart	PROPN
iassist-967	739	39	,	,	PUNCT
iassist-967	739	40	jacquelyn	jacquelyn	PROPN
iassist-967	739	41	(	(	PUNCT
iassist-967	739	42	2020	2020	NUM
iassist-967	739	43	)	)	PUNCT
iassist-967	739	44	reproducibility	reproducibility	NOUN
iassist-967	739	45	literature	literature	NOUN
iassist-967	739	46	analysis	analysis	NOUN
iassist-967	739	47	a	a	DET
iassist-967	739	48	federal	federal	ADJ
iassist-967	739	49	information	information	NOUN
iassist-967	739	50	professional	professional	PROPN
iassist-967	739	51	perspective	perspective	NOUN
iassist-967	739	52	,	,	PUNCT
iassist-967	739	53	iassist	iassist	VERB
iassist-967	739	54	quarterly	quarterly	ADJ
iassist-967	739	55	44(1	44(1	PROPN
iassist-967	739	56	-	-	PUNCT
iassist-967	739	57	2	2	NUM
iassist-967	739	58	)	)	PUNCT
iassist-967	739	59	,	,	PUNCT
iassist-967	739	60	pp	pp	ADJ
iassist-967	739	61	.	.	PUNCT
iassist-967	740	1	1	1	NUM
iassist-967	740	2	-	-	SYM
iassist-967	740	3	26	26	NUM
iassist-967	740	4	.	.	PUNCT
iassist-967	741	1	doi	doi	NOUN
iassist-967	741	2	:	:	PUNCT
iassist-967	741	3	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	741	4	endnotes	endnote	VERB
iassist-967	741	5	1	1	NUM
iassist-967	741	6	erin	erin	NOUN
iassist-967	741	7	antognoli	antognoli	VERB
iassist-967	741	8	https://orcid.org/0000-0003-0569-0808	https://orcid.org/0000-0003-0569-0808	NOUN
iassist-967	741	9	is	be	AUX
iassist-967	741	10	the	the	DET
iassist-967	741	11	metadata	metadata	ADJ
iassist-967	741	12	librarian	librarian	ADJ
iassist-967	741	13	and	and	CCONJ
iassist-967	741	14	data	datum	NOUN
iassist-967	741	15	curator	curator	NOUN
iassist-967	741	16	,	,	PUNCT
iassist-967	741	17	at	at	ADP
iassist-967	741	18	the	the	DET
iassist-967	741	19	national	national	ADJ
iassist-967	741	20	agricultural	agricultural	ADJ
iassist-967	741	21	library	library	NOUN
iassist-967	741	22	,	,	PUNCT
iassist-967	741	23	united	united	PROPN
iassist-967	741	24	states	states	PROPN
iassist-967	741	25	department	department	PROPN
iassist-967	741	26	of	of	ADP
iassist-967	741	27	agriculture	agriculture	PROPN
iassist-967	741	28	,	,	PUNCT
iassist-967	741	29	and	and	CCONJ
iassist-967	741	30	can	can	AUX
iassist-967	741	31	be	be	AUX
iassist-967	741	32	reached	reach	VERB
iassist-967	741	33	by	by	ADP
iassist-967	741	34	email	email	NOUN
iassist-967	741	35	:	:	PUNCT
iassist-967	741	36	erin.antognoli@usda.gov	erin.antognoli@usda.gov	PROPN
iassist-967	741	37	2	2	PROPN
iassist-967	741	38	regina	regina	PROPN
iassist-967	741	39	avila	avila	PROPN
iassist-967	741	40	https://orcid.org/0000-0002-4340-2558	https://orcid.org/0000-0002-4340-2558	PROPN
iassist-967	741	41	is	be	AUX
iassist-967	741	42	the	the	DET
iassist-967	741	43	digital	digital	ADJ
iassist-967	741	44	services	service	NOUN
iassist-967	741	45	librarian	librarian	NOUN
iassist-967	741	46	,	,	PUNCT
iassist-967	741	47	at	at	ADP
iassist-967	741	48	the	the	DET
iassist-967	741	49	national	national	PROPN
iassist-967	741	50	institute	institute	PROPN
iassist-967	741	51	of	of	ADP
iassist-967	741	52	standards	standard	NOUN
iassist-967	741	53	&	&	CCONJ
iassist-967	741	54	technology	technology	NOUN
iassist-967	741	55	,	,	PUNCT
iassist-967	741	56	and	and	CCONJ
iassist-967	741	57	can	can	AUX
iassist-967	741	58	be	be	AUX
iassist-967	741	59	reached	reach	VERB
iassist-967	741	60	by	by	ADP
iassist-967	741	61	email	email	NOUN
iassist-967	741	62	:	:	PUNCT
iassist-967	741	63	regina.avila@nist.gov	regina.avila@nist.gov	PROPN
iassist-967	741	64	3	3	NUM
iassist-967	741	65	jonathan	jonathan	PROPN
iassist-967	741	66	sears	sears	PROPN
iassist-967	741	67	https://orcid.org/0000-0002-9045-713x	https://orcid.org/0000-0002-9045-713x	PROPN
iassist-967	741	68	is	be	AUX
iassist-967	741	69	the	the	DET
iassist-967	741	70	data	data	NOUN
iassist-967	741	71	scientist	scientist	NOUN
iassist-967	741	72	,	,	PUNCT
iassist-967	741	73	lac	lac	PROPN
iassist-967	741	74	group	group	NOUN
iassist-967	741	75	,	,	PUNCT
iassist-967	741	76	on	on	ADP
iassist-967	741	77	assignment	assignment	NOUN
iassist-967	741	78	at	at	ADP
iassist-967	741	79	the	the	DET
iassist-967	741	80	national	national	ADJ
iassist-967	741	81	agricultural	agricultural	ADJ
iassist-967	741	82	library	library	NOUN
iassist-967	741	83	,	,	PUNCT
iassist-967	741	84	united	united	PROPN
iassist-967	741	85	states	states	PROPN
iassist-967	741	86	department	department	PROPN
iassist-967	741	87	of	of	ADP
iassist-967	741	88	agriculture	agriculture	PROPN
iassist-967	741	89	.	.	PUNCT
iassist-967	742	1	4	4	NUM
iassist-967	742	2	leighton	leighton	PROPN
iassist-967	742	3	l.	l.	PROPN
iassist-967	742	4	christiansen	christiansen	PROPN
iassist-967	742	5	https://orcid.org/0000-0002-0543-4268	https://orcid.org/0000-0002-0543-4268	PROPN
iassist-967	742	6	is	be	AUX
iassist-967	742	7	the	the	DET
iassist-967	742	8	data	data	NOUN
iassist-967	742	9	curator	curator	NOUN
iassist-967	742	10	at	at	ADP
iassist-967	742	11	the	the	DET
iassist-967	742	12	national	national	ADJ
iassist-967	742	13	transportation	transportation	NOUN
iassist-967	742	14	library	library	NOUN
iassist-967	742	15	,	,	PUNCT
iassist-967	742	16	in	in	ADP
iassist-967	742	17	the	the	DET
iassist-967	742	18	bureau	bureau	NOUN
iassist-967	742	19	of	of	ADP
iassist-967	742	20	transportation	transportation	NOUN
iassist-967	742	21	statistics	statistic	NOUN
iassist-967	742	22	,	,	PUNCT
iassist-967	742	23	at	at	ADP
iassist-967	742	24	the	the	DET
iassist-967	742	25	united	united	PROPN
iassist-967	742	26	states	states	PROPN
iassist-967	742	27	department	department	PROPN
iassist-967	742	28	of	of	ADP
iassist-967	742	29	transportation	transportation	NOUN
iassist-967	742	30	.	.	PUNCT
iassist-967	743	1	5	5	NUM
iassist-967	743	2	jessica	jessica	PROPN
iassist-967	743	3	tieman	tieman	NOUN
iassist-967	743	4	https://orcid.org/0000-0002-9547-0448	https://orcid.org/0000-0002-9547-0448	PROPN
iassist-967	743	5	is	be	AUX
iassist-967	743	6	the	the	DET
iassist-967	743	7	digital	digital	ADJ
iassist-967	743	8	preservation	preservation	NOUN
iassist-967	743	9	librarian	librarian	NOUN
iassist-967	743	10	,	,	PUNCT
iassist-967	743	11	at	at	ADP
iassist-967	743	12	the	the	DET
iassist-967	743	13	u.s	u.s	PROPN
iassist-967	743	14	.	.	PROPN
iassist-967	743	15	government	government	PROPN
iassist-967	743	16	publishing	publishing	NOUN
iassist-967	743	17	office	office	NOUN
iassist-967	743	18	.	.	PUNCT
iassist-967	744	1	6	6	NUM
iassist-967	744	2	jacquelyn	jacquelyn	PROPN
iassist-967	744	3	hart	hart	PROPN
iassist-967	744	4	https://orcid.org/0000-0002-5408-6853	https://orcid.org/0000-0002-5408-6853	PROPN
iassist-967	744	5	is	be	AUX
iassist-967	744	6	the	the	DET
iassist-967	744	7	acquisitions	acquisition	NOUN
iassist-967	744	8	&	&	CCONJ
iassist-967	744	9	cataloging	catalog	VERB
iassist-967	744	10	librarian	librarian	PROPN
iassist-967	744	11	,	,	PUNCT
iassist-967	744	12	canada	canada	PROPN
iassist-967	744	13	&	&	CCONJ
iassist-967	744	14	oceania	oceania	PROPN
iassist-967	744	15	section	section	PROPN
iassist-967	744	16	,	,	PUNCT
iassist-967	744	17	at	at	ADP
iassist-967	744	18	the	the	DET
iassist-967	744	19	library	library	NOUN
iassist-967	744	20	of	of	ADP
iassist-967	744	21	congress	congress	PROPN
iassist-967	744	22	.	.	PUNCT
iassist-967	745	1	7	7	NUM
iassist-967	746	1	the	the	DET
iassist-967	746	2	name	name	NOUN
iassist-967	746	3	cendi	cendi	NOUN
iassist-967	746	4	was	be	AUX
iassist-967	746	5	derived	derive	VERB
iassist-967	746	6	from	from	ADP
iassist-967	746	7	original	original	ADJ
iassist-967	746	8	membership	membership	NOUN
iassist-967	746	9	from	from	ADP
iassist-967	746	10	departments	department	NOUN
iassist-967	746	11	of	of	ADP
iassist-967	746	12	commerce	commerce	PROPN
iassist-967	746	13	,	,	PUNCT
iassist-967	746	14	energy	energy	NOUN
iassist-967	746	15	,	,	PUNCT
iassist-967	746	16	nasa	nasa	PROPN
iassist-967	746	17	,	,	PUNCT
iassist-967	746	18	and	and	CCONJ
iassist-967	746	19	the	the	DET
iassist-967	746	20	defense	defense	NOUN
iassist-967	746	21	information	information	NOUN
iassist-967	746	22	managers	manager	NOUN
iassist-967	746	23	group	group	NOUN
iassist-967	746	24	.	.	PUNCT
iassist-967	747	1	current	current	ADJ
iassist-967	747	2	membership	membership	NOUN
iassist-967	747	3	includes	include	VERB
iassist-967	747	4	several	several	ADJ
iassist-967	747	5	other	other	ADJ
iassist-967	747	6	federal	federal	ADJ
iassist-967	747	7	agencies	agency	NOUN
iassist-967	747	8	.	.	PUNCT
iassist-967	748	1	https://doi.org/10.29173/iq967	https://doi.org/10.29173/iq967	PROPN
iassist-967	748	2	https://orcid.org/0000-0003-0569-0808	https://orcid.org/0000-0003-0569-0808	PROPN
iassist-967	748	3	https://orcid.org/0000-0003-0569-0808	https://orcid.org/0000-0003-0569-0808	PROPN
iassist-967	748	4	mailto:erin.antognoli@gmail.com	mailto:erin.antognoli@gmail.com	PROPN
iassist-967	748	5	https://orcid.org/0000-0002-4340-2558	https://orcid.org/0000-0002-4340-2558	X
iassist-967	748	6	https://orcid.org/0000-0002-4340-2558	https://orcid.org/0000-0002-4340-2558	VERB
iassist-967	748	7	mailto:regina.avila@nist.gov	mailto:regina.avila@nist.gov	PROPN
iassist-967	748	8	https://orcid.org/0000-0002-9045-713x	https://orcid.org/0000-0002-9045-713x	PROPN
iassist-967	748	9	https://orcid.org/0000-0002-9045-713x	https://orcid.org/0000-0002-9045-713x	PROPN
iassist-967	748	10	https://orcid.org/0000-0002-0543-4268	https://orcid.org/0000-0002-0543-4268	PROPN
iassist-967	748	11	https://orcid.org/0000-0002-9547-0448	https://orcid.org/0000-0002-9547-0448	PROPN
iassist-967	748	12	https://orcid.org/0000-0002-9547-0448	https://orcid.org/0000-0002-9547-0448	X
iassist-967	748	13	https://orcid.org/0000-0002-5408-6853	https://orcid.org/0000-0002-5408-6853	VERB