id	sid	tid	token	lemma	pos
american_scientific_journal-12036	1	1	115	115	NUM
american_scientific_journal-12036	1	2	american	american	ADJ
american_scientific_journal-12036	1	3	academic	academic	ADJ
american_scientific_journal-12036	1	4	scientific	scientific	ADJ
american_scientific_journal-12036	1	5	research	research	NOUN
american_scientific_journal-12036	1	6	journal	journal	NOUN
american_scientific_journal-12036	1	7	for	for	ADP
american_scientific_journal-12036	1	8	engineering	engineering	NOUN
american_scientific_journal-12036	1	9	,	,	PUNCT
american_scientific_journal-12036	1	10	technology	technology	NOUN
american_scientific_journal-12036	1	11	,	,	PUNCT
american_scientific_journal-12036	1	12	and	and	CCONJ
american_scientific_journal-12036	1	13	sciences	sciences	PROPN
american_scientific_journal-12036	1	14	issn	issn	PROPN
american_scientific_journal-12036	1	15	(	(	PUNCT
american_scientific_journal-12036	1	16	print	print	NOUN
american_scientific_journal-12036	1	17	)	)	PUNCT
american_scientific_journal-12036	1	18	2313	2313	NUM
american_scientific_journal-12036	1	19	-	-	SYM
american_scientific_journal-12036	1	20	4410	4410	NUM
american_scientific_journal-12036	1	21	,	,	PUNCT
american_scientific_journal-12036	1	22	issn	issn	PROPN
american_scientific_journal-12036	1	23	(	(	PUNCT
american_scientific_journal-12036	1	24	online	online	ADJ
american_scientific_journal-12036	1	25	)	)	PUNCT
american_scientific_journal-12036	1	26	2313	2313	NUM
american_scientific_journal-12036	1	27	-	-	SYM
american_scientific_journal-12036	1	28	4402	4402	NUM
american_scientific_journal-12036	1	29	https://asrjetsjournal.org/index.php/american_scientific_journal/index	https://asrjetsjournal.org/index.php/american_scientific_journal/index	NOUN
american_scientific_journal-12036	1	30	automation	automation	NOUN
american_scientific_journal-12036	1	31	of	of	ADP
american_scientific_journal-12036	1	32	research	research	NOUN
american_scientific_journal-12036	1	33	master	master	NOUN
american_scientific_journal-12036	1	34	data	datum	NOUN
american_scientific_journal-12036	1	35	management	management	NOUN
american_scientific_journal-12036	1	36	for	for	ADP
american_scientific_journal-12036	1	37	dataset	dataset	ADJ
american_scientific_journal-12036	1	38	consistency	consistency	NOUN
american_scientific_journal-12036	1	39	ratna	ratna	PROPN
american_scientific_journal-12036	1	40	jyothi	jyothi	PROPN
american_scientific_journal-12036	1	41	kommaraju	kommaraju	PROPN
american_scientific_journal-12036	1	42	*	*	PROPN
american_scientific_journal-12036	1	43	data	datum	NOUN
american_scientific_journal-12036	1	44	manager	manager	NOUN
american_scientific_journal-12036	1	45	,	,	PUNCT
american_scientific_journal-12036	1	46	r&d	r&d	NOUN
american_scientific_journal-12036	1	47	data	datum	NOUN
american_scientific_journal-12036	1	48	strategy	strategy	NOUN
american_scientific_journal-12036	1	49	and	and	CCONJ
american_scientific_journal-12036	1	50	governance	governance	NOUN
american_scientific_journal-12036	1	51	,	,	PUNCT
american_scientific_journal-12036	1	52	sanofi	sanofi	PROPN
american_scientific_journal-12036	1	53	(	(	PUNCT
american_scientific_journal-12036	1	54	contractor	contractor	NOUN
american_scientific_journal-12036	1	55	via	via	ADP
american_scientific_journal-12036	1	56	vivid	vivid	ADJ
american_scientific_journal-12036	1	57	soft	soft	ADJ
american_scientific_journal-12036	1	58	global	global	ADJ
american_scientific_journal-12036	1	59	inc),old	inc),old	PROPN
american_scientific_journal-12036	1	60	tappan	tappan	PROPN
american_scientific_journal-12036	1	61	,	,	PUNCT
american_scientific_journal-12036	1	62	new	new	PROPN
american_scientific_journal-12036	1	63	jersey	jersey	PROPN
american_scientific_journal-12036	1	64	,	,	PUNCT
american_scientific_journal-12036	1	65	usa	usa	PROPN
american_scientific_journal-12036	1	66	email:ratna.jyothi6@gmail.com	email:ratna.jyothi6@gmail.com	X
american_scientific_journal-12036	1	67	abstract	abstract	NOUN
american_scientific_journal-12036	1	68	the	the	DET
american_scientific_journal-12036	1	69	article	article	NOUN
american_scientific_journal-12036	1	70	addresses	address	VERB
american_scientific_journal-12036	1	71	the	the	DET
american_scientific_journal-12036	1	72	automation	automation	NOUN
american_scientific_journal-12036	1	73	of	of	ADP
american_scientific_journal-12036	1	74	master	master	NOUN
american_scientific_journal-12036	1	75	-	-	PUNCT
american_scientific_journal-12036	1	76	data	data	NOUN
american_scientific_journal-12036	1	77	management	management	NOUN
american_scientific_journal-12036	1	78	in	in	ADP
american_scientific_journal-12036	1	79	research	research	NOUN
american_scientific_journal-12036	1	80	organizations	organization	NOUN
american_scientific_journal-12036	1	81	as	as	ADP
american_scientific_journal-12036	1	82	a	a	DET
american_scientific_journal-12036	1	83	key	key	ADJ
american_scientific_journal-12036	1	84	prerequisite	prerequisite	NOUN
american_scientific_journal-12036	1	85	for	for	ADP
american_scientific_journal-12036	1	86	dataset	dataset	ADJ
american_scientific_journal-12036	1	87	consistency	consistency	NOUN
american_scientific_journal-12036	1	88	and	and	CCONJ
american_scientific_journal-12036	1	89	result	result	NOUN
american_scientific_journal-12036	1	90	reproducibility	reproducibility	NOUN
american_scientific_journal-12036	1	91	.	.	PUNCT
american_scientific_journal-12036	2	1	the	the	DET
american_scientific_journal-12036	2	2	problem	problem	NOUN
american_scientific_journal-12036	2	3	is	be	AUX
american_scientific_journal-12036	2	4	pressing	press	VERB
american_scientific_journal-12036	2	5	because	because	SCONJ
american_scientific_journal-12036	2	6	of	of	ADP
american_scientific_journal-12036	2	7	the	the	DET
american_scientific_journal-12036	2	8	growing	grow	VERB
american_scientific_journal-12036	2	9	volumes	volume	NOUN
american_scientific_journal-12036	2	10	of	of	ADP
american_scientific_journal-12036	2	11	heterogeneous	heterogeneous	ADJ
american_scientific_journal-12036	2	12	data	datum	NOUN
american_scientific_journal-12036	2	13	,	,	PUNCT
american_scientific_journal-12036	2	14	the	the	DET
american_scientific_journal-12036	2	15	reproducibility	reproducibility	NOUN
american_scientific_journal-12036	2	16	crisis	crisis	NOUN
american_scientific_journal-12036	2	17	acknowledged	acknowledge	VERB
american_scientific_journal-12036	2	18	by	by	ADP
american_scientific_journal-12036	2	19	most	most	ADJ
american_scientific_journal-12036	2	20	biomedical	biomedical	ADJ
american_scientific_journal-12036	2	21	researchers	researcher	NOUN
american_scientific_journal-12036	2	22	,	,	PUNCT
american_scientific_journal-12036	2	23	and	and	CCONJ
american_scientific_journal-12036	2	24	the	the	DET
american_scientific_journal-12036	2	25	considerable	considerable	ADJ
american_scientific_journal-12036	2	26	economic	economic	ADJ
american_scientific_journal-12036	2	27	losses	loss	NOUN
american_scientific_journal-12036	2	28	associated	associate	VERB
american_scientific_journal-12036	2	29	with	with	ADP
american_scientific_journal-12036	2	30	manual	manual	ADJ
american_scientific_journal-12036	2	31	cleansing	cleansing	NOUN
american_scientific_journal-12036	2	32	and	and	CCONJ
american_scientific_journal-12036	2	33	duplicated	duplicate	VERB
american_scientific_journal-12036	2	34	experiments	experiment	NOUN
american_scientific_journal-12036	2	35	.	.	PUNCT
american_scientific_journal-12036	3	1	the	the	DET
american_scientific_journal-12036	3	2	study	study	NOUN
american_scientific_journal-12036	3	3	aims	aim	VERB
american_scientific_journal-12036	3	4	to	to	PART
american_scientific_journal-12036	3	5	justify	justify	VERB
american_scientific_journal-12036	3	6	and	and	CCONJ
american_scientific_journal-12036	3	7	experimentally	experimentally	ADV
american_scientific_journal-12036	3	8	confirm	confirm	VERB
american_scientific_journal-12036	3	9	the	the	DET
american_scientific_journal-12036	3	10	effectiveness	effectiveness	NOUN
american_scientific_journal-12036	3	11	of	of	ADP
american_scientific_journal-12036	3	12	integrating	integrate	VERB
american_scientific_journal-12036	3	13	fair	fair	ADJ
american_scientific_journal-12036	3	14	principles	principle	NOUN
american_scientific_journal-12036	3	15	with	with	ADP
american_scientific_journal-12036	3	16	a	a	DET
american_scientific_journal-12036	3	17	multi	multi	ADJ
american_scientific_journal-12036	3	18	-	-	ADJ
american_scientific_journal-12036	3	19	layer	layer	ADJ
american_scientific_journal-12036	3	20	architecture	architecture	NOUN
american_scientific_journal-12036	3	21	for	for	ADP
american_scientific_journal-12036	3	22	data	data	NOUN
american_scientific_journal-12036	3	23	intake	intake	NOUN
american_scientific_journal-12036	3	24	,	,	PUNCT
american_scientific_journal-12036	3	25	normalization	normalization	NOUN
american_scientific_journal-12036	3	26	,	,	PUNCT
american_scientific_journal-12036	3	27	and	and	CCONJ
american_scientific_journal-12036	3	28	golden	golden	ADJ
american_scientific_journal-12036	3	29	record	record	NOUN
american_scientific_journal-12036	3	30	creation	creation	NOUN
american_scientific_journal-12036	3	31	.	.	PUNCT
american_scientific_journal-12036	4	1	the	the	DET
american_scientific_journal-12036	4	2	novelty	novelty	NOUN
american_scientific_journal-12036	4	3	is	be	AUX
american_scientific_journal-12036	4	4	a	a	DET
american_scientific_journal-12036	4	5	holistic	holistic	ADJ
american_scientific_journal-12036	4	6	method	method	NOUN
american_scientific_journal-12036	4	7	that	that	PRON
american_scientific_journal-12036	4	8	joins	join	VERB
american_scientific_journal-12036	4	9	together	together	ADV
american_scientific_journal-12036	4	10	cloud	cloud	PROPN
american_scientific_journal-12036	4	11	reference	reference	NOUN
american_scientific_journal-12036	4	12	architectures	architecture	NOUN
american_scientific_journal-12036	4	13	,	,	PUNCT
american_scientific_journal-12036	4	14	data	datum	NOUN
american_scientific_journal-12036	4	15	mesh	mesh	NOUN
american_scientific_journal-12036	4	16	,	,	PUNCT
american_scientific_journal-12036	4	17	and	and	CCONJ
american_scientific_journal-12036	4	18	landing	landing	NOUN
american_scientific_journal-12036	4	19	zone	zone	NOUN
american_scientific_journal-12036	4	20	,	,	PUNCT
american_scientific_journal-12036	4	21	probabilistic	probabilistic	ADJ
american_scientific_journal-12036	4	22	record	record	NOUN
american_scientific_journal-12036	4	23	linkage	linkage	NOUN
american_scientific_journal-12036	4	24	,	,	PUNCT
american_scientific_journal-12036	4	25	graph	graph	NOUN
american_scientific_journal-12036	4	26	embeddings	embedding	NOUN
american_scientific_journal-12036	4	27	,	,	PUNCT
american_scientific_journal-12036	4	28	and	and	CCONJ
american_scientific_journal-12036	4	29	active	active	ADJ
american_scientific_journal-12036	4	30	learning	learning	NOUN
american_scientific_journal-12036	4	31	for	for	ADP
american_scientific_journal-12036	4	32	dynamically	dynamically	ADV
american_scientific_journal-12036	4	33	adjusting	adjust	VERB
american_scientific_journal-12036	4	34	confidence	confidence	NOUN
american_scientific_journal-12036	4	35	thresholds	threshold	NOUN
american_scientific_journal-12036	4	36	,	,	PUNCT
american_scientific_journal-12036	4	37	thus	thus	ADV
american_scientific_journal-12036	4	38	reducing	reduce	VERB
american_scientific_journal-12036	4	39	the	the	DET
american_scientific_journal-12036	4	40	burden	burden	NOUN
american_scientific_journal-12036	4	41	imposed	impose	VERB
american_scientific_journal-12036	4	42	on	on	ADP
american_scientific_journal-12036	4	43	experts	expert	NOUN
american_scientific_journal-12036	4	44	while	while	SCONJ
american_scientific_journal-12036	4	45	delivering	deliver	VERB
american_scientific_journal-12036	4	46	continuous	continuous	ADJ
american_scientific_journal-12036	4	47	quality	quality	NOUN
american_scientific_journal-12036	4	48	metrics	metric	NOUN
american_scientific_journal-12036	4	49	.	.	PUNCT
american_scientific_journal-12036	5	1	automated	automate	VERB
american_scientific_journal-12036	5	2	mdm	mdm	PROPN
american_scientific_journal-12036	5	3	removes	remove	VERB
american_scientific_journal-12036	5	4	37	37	NUM
american_scientific_journal-12036	5	5	%	%	NOUN
american_scientific_journal-12036	5	6	data	datum	NOUN
american_scientific_journal-12036	5	7	redundancy	redundancy	NOUN
american_scientific_journal-12036	5	8	,	,	PUNCT
american_scientific_journal-12036	5	9	reduces	reduce	VERB
american_scientific_journal-12036	5	10	researchers	researcher	NOUN
american_scientific_journal-12036	5	11	’	'	PUNCT
american_scientific_journal-12036	5	12	time	time	NOUN
american_scientific_journal-12036	5	13	spent	spend	VERB
american_scientific_journal-12036	5	14	on	on	ADP
american_scientific_journal-12036	5	15	cleansing	cleanse	VERB
american_scientific_journal-12036	5	16	to	to	ADP
american_scientific_journal-12036	5	17	just	just	ADV
american_scientific_journal-12036	5	18	26	26	NUM
american_scientific_journal-12036	5	19	%	%	NOUN
american_scientific_journal-12036	5	20	,	,	PUNCT
american_scientific_journal-12036	5	21	and	and	CCONJ
american_scientific_journal-12036	5	22	accelerates	accelerate	VERB
american_scientific_journal-12036	5	23	integration	integration	NOUN
american_scientific_journal-12036	5	24	into	into	ADP
american_scientific_journal-12036	5	25	machine	machine	NOUN
american_scientific_journal-12036	5	26	-	-	PUNCT
american_scientific_journal-12036	5	27	learning	learn	VERB
american_scientific_journal-12036	5	28	pipelines	pipeline	NOUN
american_scientific_journal-12036	5	29	by	by	ADP
american_scientific_journal-12036	5	30	close	close	ADV
american_scientific_journal-12036	5	31	to	to	ADP
american_scientific_journal-12036	5	32	one	one	NUM
american_scientific_journal-12036	5	33	third	third	NOUN
american_scientific_journal-12036	5	34	;	;	PUNCT
american_scientific_journal-12036	5	35	besides	besides	ADV
american_scientific_journal-12036	5	36	,	,	PUNCT
american_scientific_journal-12036	5	37	it	it	PRON
american_scientific_journal-12036	5	38	proves	prove	VERB
american_scientific_journal-12036	5	39	an	an	DET
american_scientific_journal-12036	5	40	actual	actual	ADJ
american_scientific_journal-12036	5	41	economic	economic	ADJ
american_scientific_journal-12036	5	42	effect	effect	NOUN
american_scientific_journal-12036	5	43	visible	visible	ADJ
american_scientific_journal-12036	5	44	already	already	ADV
american_scientific_journal-12036	5	45	from	from	ADP
american_scientific_journal-12036	5	46	the	the	DET
american_scientific_journal-12036	5	47	estimated	estimate	VERB
american_scientific_journal-12036	5	48	annual	annual	ADJ
american_scientific_journal-12036	5	49	cost	cost	NOUN
american_scientific_journal-12036	5	50	reduction	reduction	NOUN
american_scientific_journal-12036	5	51	of	of	ADP
american_scientific_journal-12036	5	52	at	at	ADP
american_scientific_journal-12036	5	53	least	least	ADJ
american_scientific_journal-12036	5	54	eur	eur	NOUN
american_scientific_journal-12036	5	55	10.2	10.2	NUM
american_scientific_journal-12036	5	56	billion	billion	NUM
american_scientific_journal-12036	5	57	in	in	ADP
american_scientific_journal-12036	5	58	the	the	DET
american_scientific_journal-12036	5	59	eu	eu	PROPN
american_scientific_journal-12036	5	60	.	.	PUNCT
american_scientific_journal-12036	6	1	some	some	DET
american_scientific_journal-12036	6	2	known	know	VERB
american_scientific_journal-12036	6	3	shortcomings	shortcoming	NOUN
american_scientific_journal-12036	6	4	about	about	ADP
american_scientific_journal-12036	6	5	the	the	DET
american_scientific_journal-12036	6	6	risk	risk	NOUN
american_scientific_journal-12036	6	7	of	of	ADP
american_scientific_journal-12036	6	8	wrong	wrong	ADJ
american_scientific_journal-12036	6	9	joins	join	NOUN
american_scientific_journal-12036	6	10	,	,	PUNCT
american_scientific_journal-12036	6	11	old	old	ADJ
american_scientific_journal-12036	6	12	records	record	NOUN
american_scientific_journal-12036	6	13	,	,	PUNCT
american_scientific_journal-12036	6	14	and	and	CCONJ
american_scientific_journal-12036	6	15	people	people	NOUN
american_scientific_journal-12036	6	16	's	's	PART
american_scientific_journal-12036	6	17	pushback	pushback	NOUN
american_scientific_journal-12036	6	18	against	against	ADP
american_scientific_journal-12036	6	19	using	use	VERB
american_scientific_journal-12036	6	20	machines	machine	NOUN
american_scientific_journal-12036	6	21	will	will	AUX
american_scientific_journal-12036	6	22	guide	guide	VERB
american_scientific_journal-12036	6	23	further	further	ADJ
american_scientific_journal-12036	6	24	research	research	NOUN
american_scientific_journal-12036	6	25	into	into	ADP
american_scientific_journal-12036	6	26	changing	change	VERB
american_scientific_journal-12036	6	27	thresholds	threshold	NOUN
american_scientific_journal-12036	6	28	,	,	PUNCT
american_scientific_journal-12036	6	29	fixing	fix	VERB
american_scientific_journal-12036	6	30	past	past	ADJ
american_scientific_journal-12036	6	31	data	datum	NOUN
american_scientific_journal-12036	6	32	issues	issue	NOUN
american_scientific_journal-12036	6	33	,	,	PUNCT
american_scientific_journal-12036	6	34	and	and	CCONJ
american_scientific_journal-12036	6	35	improving	improve	VERB
american_scientific_journal-12036	6	36	human	human	ADJ
american_scientific_journal-12036	6	37	-	-	PUNCT
american_scientific_journal-12036	6	38	machine	machine	NOUN
american_scientific_journal-12036	6	39	links	link	NOUN
american_scientific_journal-12036	6	40	.	.	PUNCT
american_scientific_journal-12036	7	1	this	this	DET
american_scientific_journal-12036	7	2	paper	paper	NOUN
american_scientific_journal-12036	7	3	is	be	AUX
american_scientific_journal-12036	7	4	for	for	ADP
american_scientific_journal-12036	7	5	data	data	NOUN
american_scientific_journal-12036	7	6	-	-	PUNCT
american_scientific_journal-12036	7	7	management	management	NOUN
american_scientific_journal-12036	7	8	workers	worker	NOUN
american_scientific_journal-12036	7	9	,	,	PUNCT
american_scientific_journal-12036	7	10	bioinformaticians	bioinformatician	NOUN
american_scientific_journal-12036	7	11	,	,	PUNCT
american_scientific_journal-12036	7	12	research	research	NOUN
american_scientific_journal-12036	7	13	project	project	NOUN
american_scientific_journal-12036	7	14	bosses	boss	NOUN
american_scientific_journal-12036	7	15	,	,	PUNCT
american_scientific_journal-12036	7	16	and	and	CCONJ
american_scientific_journal-12036	7	17	information	information	NOUN
american_scientific_journal-12036	7	18	-	-	PUNCT
american_scientific_journal-12036	7	19	system	system	NOUN
american_scientific_journal-12036	7	20	builders	builder	NOUN
american_scientific_journal-12036	7	21	.	.	PUNCT
american_scientific_journal-12036	8	1	keywords	keyword	NOUN
american_scientific_journal-12036	8	2	:	:	PUNCT
american_scientific_journal-12036	8	3	master	master	NOUN
american_scientific_journal-12036	8	4	-	-	PUNCT
american_scientific_journal-12036	8	5	data	datum	NOUN
american_scientific_journal-12036	8	6	management	management	NOUN
american_scientific_journal-12036	8	7	;	;	PUNCT
american_scientific_journal-12036	8	8	fair	fair	ADJ
american_scientific_journal-12036	8	9	principles	principle	NOUN
american_scientific_journal-12036	8	10	;	;	PUNCT
american_scientific_journal-12036	8	11	dataset	dataset	NOUN
american_scientific_journal-12036	8	12	consistency	consistency	NOUN
american_scientific_journal-12036	8	13	;	;	PUNCT
american_scientific_journal-12036	8	14	probabilistic	probabilistic	ADJ
american_scientific_journal-12036	8	15	record	record	NOUN
american_scientific_journal-12036	8	16	linkage	linkage	NOUN
american_scientific_journal-12036	8	17	;	;	PUNCT
american_scientific_journal-12036	8	18	active	active	ADJ
american_scientific_journal-12036	8	19	learning	learning	NOUN
american_scientific_journal-12036	8	20	;	;	PUNCT
american_scientific_journal-12036	8	21	research	research	NOUN
american_scientific_journal-12036	8	22	reproducibility	reproducibility	NOUN
american_scientific_journal-12036	8	23	;	;	PUNCT
american_scientific_journal-12036	8	24	cloud	cloud	NOUN
american_scientific_journal-12036	8	25	architectures	architecture	NOUN
american_scientific_journal-12036	8	26	.	.	PUNCT
american_scientific_journal-12036	9	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-12036	9	2	received	receive	VERB
american_scientific_journal-12036	9	3	:	:	PUNCT
american_scientific_journal-12036	9	4	7/16/2025	7/16/2025	NUM
american_scientific_journal-12036	9	5	accepted	accept	VERB
american_scientific_journal-12036	9	6	:	:	PUNCT
american_scientific_journal-12036	9	7	9/16/2025	9/16/2025	NUM
american_scientific_journal-12036	9	8	published	publish	VERB
american_scientific_journal-12036	9	9	:	:	PUNCT
american_scientific_journal-12036	9	10	9/26/2025	9/26/2025	NUM
american_scientific_journal-12036	9	11	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-12036	9	12	*	*	PUNCT
american_scientific_journal-12036	9	13	corresponding	correspond	VERB
american_scientific_journal-12036	9	14	author	author	NOUN
american_scientific_journal-12036	9	15	.	.	PUNCT
american_scientific_journal-12036	10	1	https://asrjetsjournal.org/index.php/american_scientific_journal/index	https://asrjetsjournal.org/index.php/american_scientific_journal/index	NOUN
american_scientific_journal-12036	10	2	american	american	PROPN
american_scientific_journal-12036	10	3	academic	academic	PROPN
american_scientific_journal-12036	10	4	scientific	scientific	ADJ
american_scientific_journal-12036	10	5	research	research	NOUN
american_scientific_journal-12036	10	6	journal	journal	NOUN
american_scientific_journal-12036	10	7	for	for	ADP
american_scientific_journal-12036	10	8	engineering	engineering	NOUN
american_scientific_journal-12036	10	9	,	,	PUNCT
american_scientific_journal-12036	10	10	technology	technology	NOUN
american_scientific_journal-12036	10	11	,	,	PUNCT
american_scientific_journal-12036	10	12	and	and	CCONJ
american_scientific_journal-12036	10	13	sciences	science	NOUN
american_scientific_journal-12036	10	14	(	(	PUNCT
american_scientific_journal-12036	10	15	asrjets	asrjet	NOUN
american_scientific_journal-12036	10	16	)	)	PUNCT
american_scientific_journal-12036	10	17	volume	volume	NOUN
american_scientific_journal-12036	10	18	103	103	NUM
american_scientific_journal-12036	10	19	,	,	PUNCT
american_scientific_journal-12036	10	20	no	no	DET
american_scientific_journal-12036	10	21	1	1	NUM
american_scientific_journal-12036	10	22	,	,	PUNCT
american_scientific_journal-12036	10	23	pp	pp	ADV
american_scientific_journal-12036	10	24	115	115	NUM
american_scientific_journal-12036	10	25	-	-	SYM
american_scientific_journal-12036	10	26	124	124	NUM
american_scientific_journal-12036	10	27	116	116	NUM
american_scientific_journal-12036	10	28	1.introduction	1.introduction	NUM
american_scientific_journal-12036	10	29	more	more	ADJ
american_scientific_journal-12036	10	30	than	than	ADP
american_scientific_journal-12036	10	31	eighty	eighty	NUM
american_scientific_journal-12036	10	32	global	global	ADJ
american_scientific_journal-12036	10	33	organizations	organization	NOUN
american_scientific_journal-12036	10	34	were	be	AUX
american_scientific_journal-12036	10	35	surveyed	survey	VERB
american_scientific_journal-12036	10	36	,	,	PUNCT
american_scientific_journal-12036	10	37	and	and	CCONJ
american_scientific_journal-12036	10	38	it	it	PRON
american_scientific_journal-12036	10	39	was	be	AUX
american_scientific_journal-12036	10	40	found	find	VERB
american_scientific_journal-12036	10	41	that	that	SCONJ
american_scientific_journal-12036	10	42	80	80	NUM
american_scientific_journal-12036	10	43	%	%	NOUN
american_scientific_journal-12036	10	44	of	of	ADP
american_scientific_journal-12036	10	45	their	their	PRON
american_scientific_journal-12036	10	46	divisions	division	NOUN
american_scientific_journal-12036	10	47	maintain	maintain	VERB
american_scientific_journal-12036	10	48	entities	entity	NOUN
american_scientific_journal-12036	10	49	in	in	ADP
american_scientific_journal-12036	10	50	isolated	isolated	ADJ
american_scientific_journal-12036	10	51	systems	system	NOUN
american_scientific_journal-12036	11	1	[	[	X
american_scientific_journal-12036	11	2	1	1	NUM
american_scientific_journal-12036	11	3	]	]	PUNCT
american_scientific_journal-12036	11	4	.	.	PUNCT
american_scientific_journal-12036	12	1	therefore	therefore	ADV
american_scientific_journal-12036	12	2	,	,	PUNCT
american_scientific_journal-12036	12	3	it	it	PRON
american_scientific_journal-12036	12	4	can	can	AUX
american_scientific_journal-12036	12	5	be	be	AUX
american_scientific_journal-12036	12	6	said	say	VERB
american_scientific_journal-12036	12	7	that	that	SCONJ
american_scientific_journal-12036	12	8	fragmented	fragmented	ADJ
american_scientific_journal-12036	12	9	master	master	NOUN
american_scientific_journal-12036	12	10	data	datum	NOUN
american_scientific_journal-12036	12	11	has	have	AUX
american_scientific_journal-12036	12	12	become	become	VERB
american_scientific_journal-12036	12	13	typical	typical	ADJ
american_scientific_journal-12036	12	14	in	in	ADP
american_scientific_journal-12036	12	15	research	research	NOUN
american_scientific_journal-12036	12	16	information	information	NOUN
american_scientific_journal-12036	12	17	landscapes	landscape	NOUN
american_scientific_journal-12036	12	18	.	.	PUNCT
american_scientific_journal-12036	13	1	also	also	ADV
american_scientific_journal-12036	13	2	,	,	PUNCT
american_scientific_journal-12036	13	3	82	82	NUM
american_scientific_journal-12036	13	4	%	%	NOUN
american_scientific_journal-12036	13	5	of	of	ADP
american_scientific_journal-12036	13	6	employees	employee	NOUN
american_scientific_journal-12036	13	7	who	who	PRON
american_scientific_journal-12036	13	8	participated	participate	VERB
american_scientific_journal-12036	13	9	in	in	ADP
american_scientific_journal-12036	13	10	the	the	DET
american_scientific_journal-12036	13	11	survey	survey	NOUN
american_scientific_journal-12036	13	12	spend	spend	VERB
american_scientific_journal-12036	13	13	at	at	ADV
american_scientific_journal-12036	13	14	least	least	ADV
american_scientific_journal-12036	13	15	one	one	NUM
american_scientific_journal-12036	13	16	working	work	VERB
american_scientific_journal-12036	13	17	day	day	NOUN
american_scientific_journal-12036	13	18	per	per	ADP
american_scientific_journal-12036	13	19	week	week	NOUN
american_scientific_journal-12036	13	20	correcting	correct	VERB
american_scientific_journal-12036	13	21	master	master	NOUN
american_scientific_journal-12036	13	22	data	datum	NOUN
american_scientific_journal-12036	13	23	quality	quality	NOUN
american_scientific_journal-12036	13	24	issues	issue	NOUN
american_scientific_journal-12036	13	25	.	.	PUNCT
american_scientific_journal-12036	14	1	when	when	SCONJ
american_scientific_journal-12036	14	2	aggregated	aggregate	VERB
american_scientific_journal-12036	14	3	high	high	ADJ
american_scientific_journal-12036	14	4	-	-	PUNCT
american_scientific_journal-12036	14	5	quality	quality	NOUN
american_scientific_journal-12036	14	6	data	datum	NOUN
american_scientific_journal-12036	14	7	contain	contain	VERB
american_scientific_journal-12036	14	8	duplicate	duplicate	ADJ
american_scientific_journal-12036	14	9	records	record	NOUN
american_scientific_journal-12036	14	10	or	or	CCONJ
american_scientific_journal-12036	14	11	different	different	ADJ
american_scientific_journal-12036	14	12	instrument	instrument	NOUN
american_scientific_journal-12036	14	13	identifiers	identifier	NOUN
american_scientific_journal-12036	14	14	for	for	ADP
american_scientific_journal-12036	14	15	the	the	DET
american_scientific_journal-12036	14	16	same	same	ADJ
american_scientific_journal-12036	14	17	setup	setup	NOUN
american_scientific_journal-12036	14	18	,	,	PUNCT
american_scientific_journal-12036	14	19	an	an	DET
american_scientific_journal-12036	14	20	avalanche	avalanche	NOUN
american_scientific_journal-12036	14	21	-	-	PUNCT
american_scientific_journal-12036	14	22	like	like	ADJ
american_scientific_journal-12036	14	23	inconsistency	inconsistency	NOUN
american_scientific_journal-12036	14	24	is	be	AUX
american_scientific_journal-12036	14	25	created	create	VERB
american_scientific_journal-12036	14	26	among	among	ADP
american_scientific_journal-12036	14	27	the	the	DET
american_scientific_journal-12036	14	28	datasets	dataset	NOUN
american_scientific_journal-12036	14	29	that	that	PRON
american_scientific_journal-12036	14	30	are	be	AUX
american_scientific_journal-12036	14	31	being	be	AUX
american_scientific_journal-12036	14	32	aggregated	aggregate	VERB
american_scientific_journal-12036	14	33	for	for	ADP
american_scientific_journal-12036	14	34	multi	multi	ADJ
american_scientific_journal-12036	14	35	-	-	ADJ
american_scientific_journal-12036	14	36	center	center	ADJ
american_scientific_journal-12036	14	37	analyzes	analyze	NOUN
american_scientific_journal-12036	14	38	and	and	CCONJ
american_scientific_journal-12036	14	39	machine	machine	NOUN
american_scientific_journal-12036	14	40	learning	learning	NOUN
american_scientific_journal-12036	14	41	.	.	PUNCT
american_scientific_journal-12036	15	1	this	this	DET
american_scientific_journal-12036	15	2	structural	structural	ADJ
american_scientific_journal-12036	15	3	heterogeneity	heterogeneity	NOUN
american_scientific_journal-12036	15	4	directly	directly	ADV
american_scientific_journal-12036	15	5	undermines	undermine	VERB
american_scientific_journal-12036	15	6	reproducibility	reproducibility	NOUN
american_scientific_journal-12036	15	7	.	.	PUNCT
american_scientific_journal-12036	16	1	72	72	NUM
american_scientific_journal-12036	16	2	%	%	NOUN
american_scientific_journal-12036	16	3	of	of	ADP
american_scientific_journal-12036	16	4	a	a	DET
american_scientific_journal-12036	16	5	total	total	NOUN
american_scientific_journal-12036	16	6	of	of	ADP
american_scientific_journal-12036	16	7	1,630	1,630	NUM
american_scientific_journal-12036	16	8	international	international	ADJ
american_scientific_journal-12036	16	9	biomedical	biomedical	ADJ
american_scientific_journal-12036	16	10	researchers	researcher	NOUN
american_scientific_journal-12036	16	11	who	who	PRON
american_scientific_journal-12036	16	12	were	be	AUX
american_scientific_journal-12036	16	13	sent	send	VERB
american_scientific_journal-12036	16	14	questionnaires	questionnaire	NOUN
american_scientific_journal-12036	16	15	agreed	agree	VERB
american_scientific_journal-12036	16	16	that	that	SCONJ
american_scientific_journal-12036	16	17	there	there	PRON
american_scientific_journal-12036	16	18	was	be	VERB
american_scientific_journal-12036	16	19	a	a	DET
american_scientific_journal-12036	16	20	crisis	crisis	NOUN
american_scientific_journal-12036	16	21	of	of	ADP
american_scientific_journal-12036	16	22	reproducibility	reproducibility	NOUN
american_scientific_journal-12036	16	23	in	in	ADP
american_scientific_journal-12036	16	24	their	their	PRON
american_scientific_journal-12036	16	25	field	field	NOUN
american_scientific_journal-12036	16	26	,	,	PUNCT
american_scientific_journal-12036	16	27	mainly	mainly	ADV
american_scientific_journal-12036	16	28	due	due	ADP
american_scientific_journal-12036	16	29	to	to	ADP
american_scientific_journal-12036	16	30	the	the	DET
american_scientific_journal-12036	16	31	pressure	pressure	NOUN
american_scientific_journal-12036	16	32	on	on	ADP
american_scientific_journal-12036	16	33	them	they	PRON
american_scientific_journal-12036	16	34	to	to	PART
american_scientific_journal-12036	16	35	publish	publish	VERB
american_scientific_journal-12036	16	36	before	before	ADP
american_scientific_journal-12036	16	37	harmonizing	harmonize	VERB
american_scientific_journal-12036	16	38	and	and	CCONJ
american_scientific_journal-12036	16	39	verifying	verify	VERB
american_scientific_journal-12036	16	40	data	datum	NOUN
american_scientific_journal-12036	16	41	[	[	X
american_scientific_journal-12036	16	42	2	2	NUM
american_scientific_journal-12036	16	43	]	]	PUNCT
american_scientific_journal-12036	16	44	.	.	PUNCT
american_scientific_journal-12036	17	1	automating	automate	VERB
american_scientific_journal-12036	17	2	master	master	PROPN
american_scientific_journal-12036	17	3	data	data	PROPN
american_scientific_journal-12036	17	4	management	management	NOUN
american_scientific_journal-12036	17	5	eliminates	eliminate	VERB
american_scientific_journal-12036	17	6	this	this	DET
american_scientific_journal-12036	17	7	root	root	NOUN
american_scientific_journal-12036	17	8	cause	cause	NOUN
american_scientific_journal-12036	17	9	.	.	PUNCT
american_scientific_journal-12036	18	1	creating	create	VERB
american_scientific_journal-12036	18	2	a	a	DET
american_scientific_journal-12036	18	3	golden	golden	ADJ
american_scientific_journal-12036	18	4	record	record	NOUN
american_scientific_journal-12036	18	5	assigns	assign	NOUN
american_scientific_journal-12036	18	6	each	each	DET
american_scientific_journal-12036	18	7	unique	unique	ADJ
american_scientific_journal-12036	18	8	object	object	NOUN
american_scientific_journal-12036	18	9	a	a	DET
american_scientific_journal-12036	18	10	persistent	persistent	ADJ
american_scientific_journal-12036	18	11	key	key	NOUN
american_scientific_journal-12036	18	12	so	so	SCONJ
american_scientific_journal-12036	18	13	that	that	SCONJ
american_scientific_journal-12036	18	14	there	there	PRON
american_scientific_journal-12036	18	15	will	will	AUX
american_scientific_journal-12036	18	16	be	be	AUX
american_scientific_journal-12036	18	17	a	a	DET
american_scientific_journal-12036	18	18	single	single	ADJ
american_scientific_journal-12036	18	19	source	source	NOUN
american_scientific_journal-12036	18	20	of	of	ADP
american_scientific_journal-12036	18	21	truth	truth	NOUN
american_scientific_journal-12036	18	22	for	for	ADP
american_scientific_journal-12036	18	23	the	the	DET
american_scientific_journal-12036	18	24	electronic	electronic	ADJ
american_scientific_journal-12036	18	25	lab	lab	NOUN
american_scientific_journal-12036	18	26	notebook	notebook	NOUN
american_scientific_journal-12036	18	27	,	,	PUNCT
american_scientific_journal-12036	18	28	analytic	analytic	ADJ
american_scientific_journal-12036	18	29	notebook	notebook	NOUN
american_scientific_journal-12036	18	30	,	,	PUNCT
american_scientific_journal-12036	18	31	and	and	CCONJ
american_scientific_journal-12036	18	32	ai	ai	VERB
american_scientific_journal-12036	18	33	pipeline	pipeline	NOUN
american_scientific_journal-12036	18	34	.	.	PUNCT
american_scientific_journal-12036	19	1	practical	practical	ADJ
american_scientific_journal-12036	19	2	guidelines	guideline	NOUN
american_scientific_journal-12036	19	3	emphasize	emphasize	VERB
american_scientific_journal-12036	19	4	that	that	SCONJ
american_scientific_journal-12036	19	5	such	such	DET
american_scientific_journal-12036	19	6	a	a	DET
american_scientific_journal-12036	19	7	hub	hub	NOUN
american_scientific_journal-12036	19	8	has	have	VERB
american_scientific_journal-12036	19	9	to	to	PART
american_scientific_journal-12036	19	10	publish	publish	VERB
american_scientific_journal-12036	19	11	data	datum	NOUN
american_scientific_journal-12036	19	12	via	via	ADP
american_scientific_journal-12036	19	13	apis	apis	PROPN
american_scientific_journal-12036	19	14	,	,	PUNCT
american_scientific_journal-12036	19	15	applying	apply	VERB
american_scientific_journal-12036	19	16	survivorship	survivorship	NOUN
american_scientific_journal-12036	19	17	rules	rule	NOUN
american_scientific_journal-12036	19	18	as	as	ADV
american_scientific_journal-12036	19	19	well	well	ADV
american_scientific_journal-12036	19	20	as	as	ADP
american_scientific_journal-12036	19	21	machine	machine	NOUN
american_scientific_journal-12036	19	22	-	-	PUNCT
american_scientific_journal-12036	19	23	driven	drive	VERB
american_scientific_journal-12036	19	24	duplicate	duplicate	NOUN
american_scientific_journal-12036	19	25	resolution	resolution	NOUN
american_scientific_journal-12036	19	26	for	for	ADP
american_scientific_journal-12036	19	27	continuous	continuous	ADJ
american_scientific_journal-12036	19	28	context	context	NOUN
american_scientific_journal-12036	19	29	updates	update	NOUN
american_scientific_journal-12036	19	30	.	.	PUNCT
american_scientific_journal-12036	20	1	the	the	DET
american_scientific_journal-12036	20	2	fair	fair	ADJ
american_scientific_journal-12036	20	3	principles	principle	NOUN
american_scientific_journal-12036	20	4	give	give	VERB
american_scientific_journal-12036	20	5	the	the	DET
american_scientific_journal-12036	20	6	methodological	methodological	ADJ
american_scientific_journal-12036	20	7	framework	framework	NOUN
american_scientific_journal-12036	20	8	,	,	PUNCT
american_scientific_journal-12036	20	9	since	since	SCONJ
american_scientific_journal-12036	20	10	,	,	PUNCT
american_scientific_journal-12036	20	11	without	without	ADP
american_scientific_journal-12036	20	12	minimum	minimum	NOUN
american_scientific_journal-12036	20	13	metadata	metadata	NOUN
american_scientific_journal-12036	20	14	and	and	CCONJ
american_scientific_journal-12036	20	15	unique	unique	ADJ
american_scientific_journal-12036	20	16	identifiers	identifier	NOUN
american_scientific_journal-12036	20	17	,	,	PUNCT
american_scientific_journal-12036	20	18	even	even	ADV
american_scientific_journal-12036	20	19	the	the	DET
american_scientific_journal-12036	20	20	most	most	ADV
american_scientific_journal-12036	20	21	advanced	advanced	ADJ
american_scientific_journal-12036	20	22	automation	automation	NOUN
american_scientific_journal-12036	20	23	would	would	AUX
american_scientific_journal-12036	20	24	not	not	PART
american_scientific_journal-12036	20	25	bring	bring	VERB
american_scientific_journal-12036	20	26	a	a	DET
american_scientific_journal-12036	20	27	truly	truly	ADV
american_scientific_journal-12036	20	28	coherent	coherent	ADJ
american_scientific_journal-12036	20	29	picture	picture	NOUN
american_scientific_journal-12036	21	1	[	[	X
american_scientific_journal-12036	21	2	3	3	NUM
american_scientific_journal-12036	21	3	]	]	PUNCT
american_scientific_journal-12036	21	4	.	.	PUNCT
american_scientific_journal-12036	22	1	these	these	DET
american_scientific_journal-12036	22	2	principles	principle	NOUN
american_scientific_journal-12036	22	3	define	define	VERB
american_scientific_journal-12036	22	4	findable	findable	ADJ
american_scientific_journal-12036	22	5	,	,	PUNCT
american_scientific_journal-12036	22	6	accessible	accessible	ADJ
american_scientific_journal-12036	22	7	,	,	PUNCT
american_scientific_journal-12036	22	8	interoperable	interoperable	ADJ
american_scientific_journal-12036	22	9	,	,	PUNCT
american_scientific_journal-12036	22	10	and	and	CCONJ
american_scientific_journal-12036	22	11	reusable	reusable	ADJ
american_scientific_journal-12036	22	12	data	datum	NOUN
american_scientific_journal-12036	22	13	.	.	PUNCT
american_scientific_journal-12036	23	1	automated	automate	VERB
american_scientific_journal-12036	23	2	mdm	mdm	PROPN
american_scientific_journal-12036	23	3	here	here	ADV
american_scientific_journal-12036	23	4	turns	turn	VERB
american_scientific_journal-12036	23	5	out	out	ADP
american_scientific_journal-12036	23	6	to	to	PART
american_scientific_journal-12036	23	7	be	be	AUX
american_scientific_journal-12036	23	8	not	not	PART
american_scientific_journal-12036	23	9	just	just	ADV
american_scientific_journal-12036	23	10	a	a	DET
american_scientific_journal-12036	23	11	technical	technical	ADJ
american_scientific_journal-12036	23	12	layer	layer	NOUN
american_scientific_journal-12036	23	13	but	but	CCONJ
american_scientific_journal-12036	23	14	an	an	DET
american_scientific_journal-12036	23	15	overall	overall	ADJ
american_scientific_journal-12036	23	16	systemic	systemic	ADJ
american_scientific_journal-12036	23	17	solution	solution	NOUN
american_scientific_journal-12036	23	18	tying	tie	VERB
american_scientific_journal-12036	23	19	up	up	ADP
american_scientific_journal-12036	23	20	the	the	DET
american_scientific_journal-12036	23	21	issues	issue	NOUN
american_scientific_journal-12036	23	22	of	of	ADP
american_scientific_journal-12036	23	23	data	datum	NOUN
american_scientific_journal-12036	23	24	quality	quality	NOUN
american_scientific_journal-12036	23	25	with	with	ADP
american_scientific_journal-12036	23	26	reproducibility	reproducibility	NOUN
american_scientific_journal-12036	23	27	and	and	CCONJ
american_scientific_journal-12036	23	28	speed	speed	NOUN
american_scientific_journal-12036	23	29	of	of	ADP
american_scientific_journal-12036	23	30	scientific	scientific	ADJ
american_scientific_journal-12036	23	31	discovery	discovery	NOUN
american_scientific_journal-12036	23	32	in	in	ADP
american_scientific_journal-12036	23	33	a	a	DET
american_scientific_journal-12036	23	34	managed	manage	VERB
american_scientific_journal-12036	23	35	loop	loop	NOUN
american_scientific_journal-12036	23	36	.	.	PUNCT
american_scientific_journal-12036	24	1	2.materials	2.material	NOUN
american_scientific_journal-12036	24	2	and	and	CCONJ
american_scientific_journal-12036	24	3	methods	method	NOUN
american_scientific_journal-12036	24	4	the	the	DET
american_scientific_journal-12036	24	5	study	study	NOUN
american_scientific_journal-12036	24	6	builds	build	VERB
american_scientific_journal-12036	24	7	on	on	ADP
american_scientific_journal-12036	24	8	an	an	DET
american_scientific_journal-12036	24	9	analysis	analysis	NOUN
american_scientific_journal-12036	24	10	of	of	ADP
american_scientific_journal-12036	24	11	twelve	twelve	NUM
american_scientific_journal-12036	24	12	recent	recent	ADJ
american_scientific_journal-12036	24	13	sources	source	NOUN
american_scientific_journal-12036	24	14	encompassing	encompass	VERB
american_scientific_journal-12036	24	15	academic	academic	ADJ
american_scientific_journal-12036	24	16	publications	publication	NOUN
american_scientific_journal-12036	24	17	,	,	PUNCT
american_scientific_journal-12036	24	18	consulting	consulting	NOUN
american_scientific_journal-12036	24	19	reports	report	NOUN
american_scientific_journal-12036	24	20	,	,	PUNCT
american_scientific_journal-12036	24	21	cloud	cloud	ADJ
american_scientific_journal-12036	24	22	reference	reference	NOUN
american_scientific_journal-12036	24	23	architectures	architecture	NOUN
american_scientific_journal-12036	24	24	,	,	PUNCT
american_scientific_journal-12036	24	25	and	and	CCONJ
american_scientific_journal-12036	24	26	empirical	empirical	ADJ
american_scientific_journal-12036	24	27	implementation	implementation	NOUN
american_scientific_journal-12036	24	28	studies	study	NOUN
american_scientific_journal-12036	24	29	.	.	PUNCT
american_scientific_journal-12036	25	1	the	the	DET
american_scientific_journal-12036	25	2	empirical	empirical	ADJ
american_scientific_journal-12036	25	3	problem	problem	NOUN
american_scientific_journal-12036	25	4	base	base	NOUN
american_scientific_journal-12036	25	5	was	be	AUX
american_scientific_journal-12036	25	6	set	set	VERB
american_scientific_journal-12036	25	7	by	by	ADP
american_scientific_journal-12036	25	8	a	a	DET
american_scientific_journal-12036	25	9	mckinsey	mckinsey	NOUN
american_scientific_journal-12036	25	10	report	report	NOUN
american_scientific_journal-12036	25	11	in	in	ADP
american_scientific_journal-12036	25	12	which	which	PRON
american_scientific_journal-12036	25	13	80	80	NUM
american_scientific_journal-12036	25	14	%	%	NOUN
american_scientific_journal-12036	25	15	of	of	ADP
american_scientific_journal-12036	25	16	large	large	ADJ
american_scientific_journal-12036	25	17	-	-	PUNCT
american_scientific_journal-12036	25	18	company	company	NOUN
american_scientific_journal-12036	25	19	divisions	division	NOUN
american_scientific_journal-12036	25	20	acknowledged	acknowledge	VERB
american_scientific_journal-12036	25	21	maintaining	maintain	VERB
american_scientific_journal-12036	25	22	entities	entity	NOUN
american_scientific_journal-12036	25	23	in	in	ADP
american_scientific_journal-12036	25	24	isolated	isolated	ADJ
american_scientific_journal-12036	25	25	systems	system	NOUN
american_scientific_journal-12036	25	26	reference	reference	NOUN
american_scientific_journal-12036	25	27	[	[	X
american_scientific_journal-12036	25	28	1	1	NUM
american_scientific_journal-12036	25	29	]	]	PUNCT
american_scientific_journal-12036	25	30	.	.	PUNCT
american_scientific_journal-12036	26	1	the	the	DET
american_scientific_journal-12036	26	2	urgency	urgency	NOUN
american_scientific_journal-12036	26	3	of	of	ADP
american_scientific_journal-12036	26	4	reproducibility	reproducibility	NOUN
american_scientific_journal-12036	26	5	was	be	AUX
american_scientific_journal-12036	26	6	corroborated	corroborate	VERB
american_scientific_journal-12036	26	7	by	by	ADP
american_scientific_journal-12036	26	8	the	the	DET
american_scientific_journal-12036	26	9	survey	survey	NOUN
american_scientific_journal-12036	26	10	of	of	ADP
american_scientific_journal-12036	26	11	1,630	1,630	NUM
american_scientific_journal-12036	26	12	biomedical	biomedical	ADJ
american_scientific_journal-12036	26	13	researchers	researcher	NOUN
american_scientific_journal-12036	26	14	who	who	PRON
american_scientific_journal-12036	26	15	cited	cite	VERB
american_scientific_journal-12036	26	16	inconsistent	inconsistent	ADJ
american_scientific_journal-12036	26	17	reference	reference	NOUN
american_scientific_journal-12036	26	18	lists	list	NOUN
american_scientific_journal-12036	26	19	as	as	ADP
american_scientific_journal-12036	26	20	a	a	DET
american_scientific_journal-12036	26	21	leading	lead	VERB
american_scientific_journal-12036	26	22	cause	cause	NOUN
american_scientific_journal-12036	26	23	of	of	ADP
american_scientific_journal-12036	26	24	irreproducibility	irreproducibility	NOUN
american_scientific_journal-12036	26	25	[	[	X
american_scientific_journal-12036	26	26	2	2	NUM
american_scientific_journal-12036	26	27	]	]	PUNCT
american_scientific_journal-12036	26	28	.	.	PUNCT
american_scientific_journal-12036	27	1	theoretical	theoretical	ADJ
american_scientific_journal-12036	27	2	grounding	grounding	NOUN
american_scientific_journal-12036	27	3	came	come	VERB
american_scientific_journal-12036	27	4	from	from	ADP
american_scientific_journal-12036	27	5	the	the	DET
american_scientific_journal-12036	27	6	fair	fair	ADJ
american_scientific_journal-12036	27	7	principles	principle	NOUN
american_scientific_journal-12036	27	8	that	that	PRON
american_scientific_journal-12036	27	9	classify	classify	VERB
american_scientific_journal-12036	27	10	completeness	completeness	NOUN
american_scientific_journal-12036	27	11	,	,	PUNCT
american_scientific_journal-12036	27	12	accessibility	accessibility	NOUN
american_scientific_journal-12036	27	13	,	,	PUNCT
american_scientific_journal-12036	27	14	and	and	CCONJ
american_scientific_journal-12036	27	15	interoperability	interoperability	NOUN
american_scientific_journal-12036	27	16	of	of	ADP
american_scientific_journal-12036	27	17	metadata	metadata	NOUN
american_scientific_journal-12036	27	18	as	as	ADP
american_scientific_journal-12036	27	19	mandatory	mandatory	ADJ
american_scientific_journal-12036	27	20	properties	property	NOUN
american_scientific_journal-12036	27	21	of	of	ADP
american_scientific_journal-12036	27	22	scientific	scientific	ADJ
american_scientific_journal-12036	27	23	data	datum	NOUN
american_scientific_journal-12036	27	24	[	[	X
american_scientific_journal-12036	27	25	4	4	NUM
american_scientific_journal-12036	27	26	]	]	PUNCT
american_scientific_journal-12036	27	27	;	;	PUNCT
american_scientific_journal-12036	27	28	practical	practical	ADJ
american_scientific_journal-12036	27	29	detail	detail	NOUN
american_scientific_journal-12036	27	30	was	be	AUX
american_scientific_journal-12036	27	31	provided	provide	VERB
american_scientific_journal-12036	27	32	by	by	ADP
american_scientific_journal-12036	27	33	template	template	NOUN
american_scientific_journal-12036	27	34	formats	format	NOUN
american_scientific_journal-12036	27	35	such	such	ADJ
american_scientific_journal-12036	27	36	as	as	ADP
american_scientific_journal-12036	27	37	isa	isa	NOUN
american_scientific_journal-12036	27	38	-	-	ADJ
american_scientific_journal-12036	27	39	tab	tab	NOUN
american_scientific_journal-12036	27	40	and	and	CCONJ
american_scientific_journal-12036	27	41	“	"	PUNCT
american_scientific_journal-12036	27	42	metadata	metadata	NOUN
american_scientific_journal-12036	27	43	as	as	ADP
american_scientific_journal-12036	27	44	templates	template	NOUN
american_scientific_journal-12036	27	45	,	,	PUNCT
american_scientific_journal-12036	27	46	”	"	PUNCT
american_scientific_journal-12036	27	47	which	which	PRON
american_scientific_journal-12036	27	48	demonstrated	demonstrate	VERB
american_scientific_journal-12036	27	49	adequate	adequate	ADJ
american_scientific_journal-12036	27	50	machine	machine	NOUN
american_scientific_journal-12036	27	51	validation	validation	NOUN
american_scientific_journal-12036	27	52	of	of	ADP
american_scientific_journal-12036	27	53	required	require	VERB
american_scientific_journal-12036	27	54	fields	field	NOUN
american_scientific_journal-12036	27	55	[	[	X
american_scientific_journal-12036	27	56	5	5	NUM
american_scientific_journal-12036	27	57	]	]	PUNCT
american_scientific_journal-12036	27	58	.	.	PUNCT
american_scientific_journal-12036	28	1	economic	economic	ADJ
american_scientific_journal-12036	28	2	consequences	consequence	NOUN
american_scientific_journal-12036	28	3	of	of	ADP
american_scientific_journal-12036	28	4	failing	fail	VERB
american_scientific_journal-12036	28	5	to	to	PART
american_scientific_journal-12036	28	6	observe	observe	VERB
american_scientific_journal-12036	28	7	fair	fair	ADJ
american_scientific_journal-12036	28	8	,	,	PUNCT
american_scientific_journal-12036	28	9	expressed	express	VERB
american_scientific_journal-12036	28	10	as	as	ADP
american_scientific_journal-12036	28	11	annual	annual	ADJ
american_scientific_journal-12036	28	12	losses	loss	NOUN
american_scientific_journal-12036	28	13	of	of	ADP
american_scientific_journal-12036	28	14	at	at	ADP
american_scientific_journal-12036	28	15	least	least	ADJ
american_scientific_journal-12036	28	16	eur	eur	NOUN
american_scientific_journal-12036	28	17	10.2	10.2	NUM
american_scientific_journal-12036	28	18	billion	billion	NUM
american_scientific_journal-12036	28	19	in	in	ADP
american_scientific_journal-12036	28	20	the	the	DET
american_scientific_journal-12036	28	21	eu	eu	PROPN
american_scientific_journal-12036	28	22	,	,	PUNCT
american_scientific_journal-12036	28	23	justified	justify	VERB
american_scientific_journal-12036	28	24	automation	automation	NOUN
american_scientific_journal-12036	28	25	efforts	effort	NOUN
american_scientific_journal-12036	28	26	[	[	X
american_scientific_journal-12036	28	27	6	6	NUM
american_scientific_journal-12036	28	28	]	]	PUNCT
american_scientific_journal-12036	28	29	.	.	PUNCT
american_scientific_journal-12036	29	1	this	this	DET
american_scientific_journal-12036	29	2	study	study	NOUN
american_scientific_journal-12036	29	3	extends	extend	VERB
american_scientific_journal-12036	29	4	prior	prior	ADV
american_scientific_journal-12036	29	5	work	work	NOUN
american_scientific_journal-12036	29	6	by	by	ADP
american_scientific_journal-12036	29	7	providing	provide	VERB
american_scientific_journal-12036	29	8	a	a	DET
american_scientific_journal-12036	29	9	critical	critical	ADJ
american_scientific_journal-12036	29	10	synthesis	synthesis	NOUN
american_scientific_journal-12036	29	11	of	of	ADP
american_scientific_journal-12036	29	12	existing	exist	VERB
american_scientific_journal-12036	29	13	evidence	evidence	NOUN
american_scientific_journal-12036	29	14	.	.	PUNCT
american_scientific_journal-12036	30	1	while	while	SCONJ
american_scientific_journal-12036	30	2	previous	previous	ADJ
american_scientific_journal-12036	30	3	research	research	NOUN
american_scientific_journal-12036	30	4	establishes	establish	VERB
american_scientific_journal-12036	30	5	the	the	DET
american_scientific_journal-12036	30	6	economic	economic	ADJ
american_scientific_journal-12036	30	7	and	and	CCONJ
american_scientific_journal-12036	30	8	operational	operational	ADJ
american_scientific_journal-12036	30	9	need	need	NOUN
american_scientific_journal-12036	30	10	for	for	ADP
american_scientific_journal-12036	30	11	automated	automate	VERB
american_scientific_journal-12036	30	12	mdm	mdm	PROPN
american_scientific_journal-12036	30	13	,	,	PUNCT
american_scientific_journal-12036	30	14	this	this	DET
american_scientific_journal-12036	30	15	paper	paper	NOUN
american_scientific_journal-12036	30	16	delineates	delineate	VERB
american_scientific_journal-12036	30	17	key	key	ADJ
american_scientific_journal-12036	30	18	methodological	methodological	ADJ
american_scientific_journal-12036	30	19	differences	difference	NOUN
american_scientific_journal-12036	30	20	in	in	ADP
american_scientific_journal-12036	30	21	the	the	DET
american_scientific_journal-12036	30	22	literature	literature	NOUN
american_scientific_journal-12036	30	23	—	—	PUNCT
american_scientific_journal-12036	30	24	such	such	ADJ
american_scientific_journal-12036	30	25	as	as	ADP
american_scientific_journal-12036	30	26	survey	survey	NOUN
american_scientific_journal-12036	30	27	-	-	PUNCT
american_scientific_journal-12036	30	28	based	base	VERB
american_scientific_journal-12036	30	29	versus	versus	ADP
american_scientific_journal-12036	30	30	controlled	control	VERB
american_scientific_journal-12036	30	31	deployments	deployment	NOUN
american_scientific_journal-12036	30	32	and	and	CCONJ
american_scientific_journal-12036	30	33	the	the	DET
american_scientific_journal-12036	30	34	specific	specific	ADJ
american_scientific_journal-12036	30	35	record	record	NOUN
american_scientific_journal-12036	30	36	-	-	PUNCT
american_scientific_journal-12036	30	37	linkage	linkage	NOUN
american_scientific_journal-12036	30	38	algorithms	algorithm	NOUN
american_scientific_journal-12036	30	39	used	use	VERB
american_scientific_journal-12036	30	40	—	—	PUNCT
american_scientific_journal-12036	30	41	to	to	PART
american_scientific_journal-12036	30	42	explain	explain	VERB
american_scientific_journal-12036	30	43	variations	variation	NOUN
american_scientific_journal-12036	30	44	in	in	ADP
american_scientific_journal-12036	30	45	reported	report	VERB
american_scientific_journal-12036	30	46	kpis	kpis	PROPN
american_scientific_journal-12036	30	47	.	.	PUNCT
american_scientific_journal-12036	31	1	our	our	PRON
american_scientific_journal-12036	31	2	analysis	analysis	NOUN
american_scientific_journal-12036	31	3	transparently	transparently	ADV
american_scientific_journal-12036	31	4	distinguishes	distinguish	VERB
american_scientific_journal-12036	31	5	between	between	ADP
american_scientific_journal-12036	31	6	conclusions	conclusion	NOUN
american_scientific_journal-12036	31	7	resting	rest	VERB
american_scientific_journal-12036	31	8	on	on	ADP
american_scientific_journal-12036	31	9	robust	robust	ADJ
american_scientific_journal-12036	31	10	empirical	empirical	ADJ
american_scientific_journal-12036	31	11	designs	design	NOUN
american_scientific_journal-12036	31	12	and	and	CCONJ
american_scientific_journal-12036	31	13	those	those	PRON
american_scientific_journal-12036	31	14	derived	derive	VERB
american_scientific_journal-12036	31	15	from	from	ADP
american_scientific_journal-12036	31	16	industry	industry	NOUN
american_scientific_journal-12036	31	17	case	case	NOUN
american_scientific_journal-12036	31	18	summaries	summary	NOUN
american_scientific_journal-12036	31	19	to	to	PART
american_scientific_journal-12036	31	20	create	create	VERB
american_scientific_journal-12036	31	21	a	a	DET
american_scientific_journal-12036	31	22	more	more	ADV
american_scientific_journal-12036	31	23	nuanced	nuanced	ADJ
american_scientific_journal-12036	31	24	understanding	understanding	NOUN
american_scientific_journal-12036	31	25	of	of	ADP
american_scientific_journal-12036	31	26	the	the	DET
american_scientific_journal-12036	31	27	current	current	ADJ
american_scientific_journal-12036	31	28	evidence	evidence	NOUN
american_scientific_journal-12036	31	29	base	base	NOUN
american_scientific_journal-12036	31	30	.	.	PUNCT
american_scientific_journal-12036	32	1	american	american	ADJ
american_scientific_journal-12036	32	2	academic	academic	ADJ
american_scientific_journal-12036	32	3	scientific	scientific	ADJ
american_scientific_journal-12036	32	4	research	research	NOUN
american_scientific_journal-12036	32	5	journal	journal	NOUN
american_scientific_journal-12036	32	6	for	for	ADP
american_scientific_journal-12036	32	7	engineering	engineering	NOUN
american_scientific_journal-12036	32	8	,	,	PUNCT
american_scientific_journal-12036	32	9	technology	technology	NOUN
american_scientific_journal-12036	32	10	,	,	PUNCT
american_scientific_journal-12036	32	11	and	and	CCONJ
american_scientific_journal-12036	32	12	sciences	science	NOUN
american_scientific_journal-12036	32	13	(	(	PUNCT
american_scientific_journal-12036	32	14	asrjets	asrjet	NOUN
american_scientific_journal-12036	32	15	)	)	PUNCT
american_scientific_journal-12036	32	16	volume	volume	NOUN
american_scientific_journal-12036	32	17	103	103	NUM
american_scientific_journal-12036	32	18	,	,	PUNCT
american_scientific_journal-12036	32	19	no	no	DET
american_scientific_journal-12036	32	20	1	1	NUM
american_scientific_journal-12036	32	21	,	,	PUNCT
american_scientific_journal-12036	32	22	pp	pp	ADV
american_scientific_journal-12036	32	23	115	115	NUM
american_scientific_journal-12036	32	24	-	-	SYM
american_scientific_journal-12036	32	25	124	124	NUM
american_scientific_journal-12036	32	26	117	117	NUM
american_scientific_journal-12036	32	27	furthermore	furthermore	ADV
american_scientific_journal-12036	32	28	,	,	PUNCT
american_scientific_journal-12036	32	29	to	to	PART
american_scientific_journal-12036	32	30	address	address	VERB
american_scientific_journal-12036	32	31	the	the	DET
american_scientific_journal-12036	32	32	transferability	transferability	NOUN
american_scientific_journal-12036	32	33	of	of	ADP
american_scientific_journal-12036	32	34	findings	finding	NOUN
american_scientific_journal-12036	32	35	,	,	PUNCT
american_scientific_journal-12036	32	36	this	this	DET
american_scientific_journal-12036	32	37	work	work	NOUN
american_scientific_journal-12036	32	38	considers	consider	VERB
american_scientific_journal-12036	32	39	key	key	ADJ
american_scientific_journal-12036	32	40	contextual	contextual	ADJ
american_scientific_journal-12036	32	41	moderators	moderator	NOUN
american_scientific_journal-12036	32	42	like	like	ADP
american_scientific_journal-12036	32	43	organizational	organizational	ADJ
american_scientific_journal-12036	32	44	maturity	maturity	NOUN
american_scientific_journal-12036	32	45	,	,	PUNCT
american_scientific_journal-12036	32	46	domain	domain	NOUN
american_scientific_journal-12036	32	47	-	-	PUNCT
american_scientific_journal-12036	32	48	specific	specific	ADJ
american_scientific_journal-12036	32	49	data	datum	NOUN
american_scientific_journal-12036	32	50	heterogeneity	heterogeneity	NOUN
american_scientific_journal-12036	32	51	,	,	PUNCT
american_scientific_journal-12036	32	52	and	and	CCONJ
american_scientific_journal-12036	32	53	existing	exist	VERB
american_scientific_journal-12036	32	54	archival	archival	NOUN
american_scientific_journal-12036	32	55	debt	debt	NOUN
american_scientific_journal-12036	32	56	.	.	PUNCT
american_scientific_journal-12036	33	1	by	by	ADP
american_scientific_journal-12036	33	2	mapping	map	VERB
american_scientific_journal-12036	33	3	prior	prior	ADJ
american_scientific_journal-12036	33	4	results	result	NOUN
american_scientific_journal-12036	33	5	onto	onto	ADP
american_scientific_journal-12036	33	6	these	these	DET
american_scientific_journal-12036	33	7	dimensions	dimension	NOUN
american_scientific_journal-12036	33	8	,	,	PUNCT
american_scientific_journal-12036	33	9	we	we	PRON
american_scientific_journal-12036	33	10	identify	identify	VERB
american_scientific_journal-12036	33	11	the	the	DET
american_scientific_journal-12036	33	12	conditions	condition	NOUN
american_scientific_journal-12036	33	13	under	under	ADP
american_scientific_journal-12036	33	14	which	which	PRON
american_scientific_journal-12036	33	15	certain	certain	ADJ
american_scientific_journal-12036	33	16	approaches	approach	NOUN
american_scientific_journal-12036	33	17	are	be	AUX
american_scientific_journal-12036	33	18	most	most	ADV
american_scientific_journal-12036	33	19	effective	effective	ADJ
american_scientific_journal-12036	33	20	and	and	CCONJ
american_scientific_journal-12036	33	21	highlight	highlight	VERB
american_scientific_journal-12036	33	22	priority	priority	NOUN
american_scientific_journal-12036	33	23	areas	area	NOUN
american_scientific_journal-12036	33	24	for	for	ADP
american_scientific_journal-12036	33	25	future	future	ADJ
american_scientific_journal-12036	33	26	research	research	NOUN
american_scientific_journal-12036	33	27	,	,	PUNCT
american_scientific_journal-12036	33	28	such	such	ADJ
american_scientific_journal-12036	33	29	as	as	ADP
american_scientific_journal-12036	33	30	controlled	control	VERB
american_scientific_journal-12036	33	31	cross	cross	ADJ
american_scientific_journal-12036	33	32	-	-	ADJ
american_scientific_journal-12036	33	33	domain	domain	ADJ
american_scientific_journal-12036	33	34	trials	trial	NOUN
american_scientific_journal-12036	33	35	and	and	CCONJ
american_scientific_journal-12036	33	36	longitudinal	longitudinal	ADJ
american_scientific_journal-12036	33	37	impact	impact	NOUN
american_scientific_journal-12036	33	38	assessments	assessment	NOUN
american_scientific_journal-12036	33	39	.	.	PUNCT
american_scientific_journal-12036	34	1	this	this	DET
american_scientific_journal-12036	34	2	method	method	NOUN
american_scientific_journal-12036	34	3	used	use	VERB
american_scientific_journal-12036	34	4	three	three	NUM
american_scientific_journal-12036	34	5	ways	way	NOUN
american_scientific_journal-12036	34	6	;	;	PUNCT
american_scientific_journal-12036	34	7	first	first	ADV
american_scientific_journal-12036	34	8	,	,	PUNCT
american_scientific_journal-12036	34	9	for	for	ADP
american_scientific_journal-12036	34	10	a	a	DET
american_scientific_journal-12036	34	11	direct	direct	ADJ
american_scientific_journal-12036	34	12	comparison	comparison	NOUN
american_scientific_journal-12036	34	13	of	of	ADP
american_scientific_journal-12036	34	14	cloud	cloud	ADJ
american_scientific_journal-12036	34	15	architecture	architecture	NOUN
american_scientific_journal-12036	34	16	:	:	PUNCT
american_scientific_journal-12036	34	17	aws	aws	PROPN
american_scientific_journal-12036	34	18	laboratory	laboratory	PROPN
american_scientific_journal-12036	34	19	data	data	PROPN
american_scientific_journal-12036	34	20	mesh	mesh	NOUN
american_scientific_journal-12036	34	21	reference	reference	NOUN
american_scientific_journal-12036	34	22	enabling	enable	VERB
american_scientific_journal-12036	34	23	end	end	NOUN
american_scientific_journal-12036	34	24	-	-	PUNCT
american_scientific_journal-12036	34	25	to	to	ADP
american_scientific_journal-12036	34	26	-	-	PUNCT
american_scientific_journal-12036	34	27	end	end	NOUN
american_scientific_journal-12036	34	28	raw	raw	ADJ
american_scientific_journal-12036	34	29	files	file	NOUN
american_scientific_journal-12036	34	30	to	to	PART
american_scientific_journal-12036	34	31	experiment	experiment	NOUN
american_scientific_journal-12036	34	32	logs	log	NOUN
american_scientific_journal-12036	34	33	flow	flow	NOUN
american_scientific_journal-12036	34	34	[	[	X
american_scientific_journal-12036	34	35	8	8	NUM
american_scientific_journal-12036	34	36	]	]	PUNCT
american_scientific_journal-12036	34	37	against	against	ADP
american_scientific_journal-12036	34	38	azure	azure	ADJ
american_scientific_journal-12036	34	39	data	datum	NOUN
american_scientific_journal-12036	34	40	management	management	NOUN
american_scientific_journal-12036	34	41	landing	landing	NOUN
american_scientific_journal-12036	34	42	zone	zone	NOUN
american_scientific_journal-12036	34	43	helping	help	VERB
american_scientific_journal-12036	34	44	unified	unified	ADJ
american_scientific_journal-12036	34	45	catalog	catalog	NOUN
american_scientific_journal-12036	34	46	and	and	CCONJ
american_scientific_journal-12036	34	47	network	network	NOUN
american_scientific_journal-12036	34	48	peering	peer	VERB
american_scientific_journal-12036	34	49	remove	remove	VERB
american_scientific_journal-12036	34	50	duplication	duplication	NOUN
american_scientific_journal-12036	34	51	of	of	ADP
american_scientific_journal-12036	34	52	storage	storage	NOUN
american_scientific_journal-12036	34	53	[	[	X
american_scientific_journal-12036	34	54	9	9	NUM
american_scientific_journal-12036	34	55	]	]	PUNCT
american_scientific_journal-12036	34	56	,	,	PUNCT
american_scientific_journal-12036	34	57	and	and	CCONJ
american_scientific_journal-12036	34	58	profisee	profisee	ADJ
american_scientific_journal-12036	34	59	-	-	PUNCT
american_scientific_journal-12036	34	60	mdm	mdm	PROPN
american_scientific_journal-12036	34	61	integration	integration	NOUN
american_scientific_journal-12036	34	62	into	into	ADP
american_scientific_journal-12036	34	63	microsoft	microsoft	PROPN
american_scientific_journal-12036	34	64	purview	purview	PROPN
american_scientific_journal-12036	34	65	displays	display	VERB
american_scientific_journal-12036	34	66	golden	golden	ADJ
american_scientific_journal-12036	34	67	-	-	PUNCT
american_scientific_journal-12036	34	68	record	record	NOUN
american_scientific_journal-12036	34	69	publication	publication	NOUN
american_scientific_journal-12036	34	70	via	via	ADP
american_scientific_journal-12036	34	71	rest	rest	NOUN
american_scientific_journal-12036	34	72	gateways	gateway	NOUN
american_scientific_journal-12036	35	1	[	[	X
american_scientific_journal-12036	35	2	12	12	NUM
american_scientific_journal-12036	35	3	]	]	PUNCT
american_scientific_journal-12036	35	4	.	.	PUNCT
american_scientific_journal-12036	36	1	the	the	DET
american_scientific_journal-12036	36	2	second	second	ADJ
american_scientific_journal-12036	36	3	path	path	NOUN
american_scientific_journal-12036	36	4	involved	involve	VERB
american_scientific_journal-12036	36	5	undertaking	undertake	VERB
american_scientific_journal-12036	36	6	a	a	DET
american_scientific_journal-12036	36	7	systematic	systematic	ADJ
american_scientific_journal-12036	36	8	review	review	NOUN
american_scientific_journal-12036	36	9	of	of	ADP
american_scientific_journal-12036	36	10	record	record	NOUN
american_scientific_journal-12036	36	11	-	-	PUNCT
american_scientific_journal-12036	36	12	linkage	linkage	NOUN
american_scientific_journal-12036	36	13	algorithms	algorithm	NOUN
american_scientific_journal-12036	36	14	using	use	VERB
american_scientific_journal-12036	36	15	materials	material	NOUN
american_scientific_journal-12036	36	16	available	available	ADJ
american_scientific_journal-12036	36	17	from	from	ADP
american_scientific_journal-12036	36	18	the	the	DET
american_scientific_journal-12036	36	19	us	us	PROPN
american_scientific_journal-12036	36	20	census	census	PROPN
american_scientific_journal-12036	36	21	bureau	bureau	PROPN
american_scientific_journal-12036	36	22	on	on	ADP
american_scientific_journal-12036	36	23	probabilistic	probabilistic	ADJ
american_scientific_journal-12036	36	24	models	model	NOUN
american_scientific_journal-12036	36	25	of	of	ADP
american_scientific_journal-12036	36	26	record	record	NOUN
american_scientific_journal-12036	36	27	merging	merging	NOUN
american_scientific_journal-12036	36	28	and	and	CCONJ
american_scientific_journal-12036	36	29	adaptation	adaptation	NOUN
american_scientific_journal-12036	36	30	into	into	ADP
american_scientific_journal-12036	36	31	np	np	NOUN
american_scientific_journal-12036	36	32	-	-	PUNCT
american_scientific_journal-12036	36	33	hard	hard	ADJ
american_scientific_journal-12036	36	34	multi	multi	ADJ
american_scientific_journal-12036	36	35	-	-	ADJ
american_scientific_journal-12036	36	36	table	table	ADJ
american_scientific_journal-12036	36	37	matching	matching	NOUN
american_scientific_journal-12036	36	38	[	[	X
american_scientific_journal-12036	36	39	10	10	NUM
american_scientific_journal-12036	36	40	]	]	PUNCT
american_scientific_journal-12036	36	41	.	.	PUNCT
american_scientific_journal-12036	37	1	the	the	DET
american_scientific_journal-12036	37	2	third	third	ADJ
american_scientific_journal-12036	37	3	was	be	AUX
american_scientific_journal-12036	37	4	content	content	ADJ
american_scientific_journal-12036	37	5	analysis	analysis	NOUN
american_scientific_journal-12036	37	6	of	of	ADP
american_scientific_journal-12036	37	7	industry	industry	NOUN
american_scientific_journal-12036	37	8	cases	case	NOUN
american_scientific_journal-12036	37	9	across	across	ADP
american_scientific_journal-12036	37	10	twenty	twenty	NUM
american_scientific_journal-12036	37	11	us	us	PROPN
american_scientific_journal-12036	37	12	sectors	sector	NOUN
american_scientific_journal-12036	37	13	that	that	PRON
american_scientific_journal-12036	37	14	indicated	indicate	VERB
american_scientific_journal-12036	37	15	actual	actual	ADJ
american_scientific_journal-12036	37	16	reduction	reduction	NOUN
american_scientific_journal-12036	37	17	by	by	ADP
american_scientific_journal-12036	37	18	37	37	NUM
american_scientific_journal-12036	37	19	%	%	NOUN
american_scientific_journal-12036	37	20	data	datum	NOUN
american_scientific_journal-12036	37	21	redundancy	redundancy	NOUN
american_scientific_journal-12036	37	22	by	by	ADP
american_scientific_journal-12036	37	23	mature	mature	ADJ
american_scientific_journal-12036	37	24	mdm	mdm	NOUN
american_scientific_journal-12036	37	25	practice	practice	NOUN
american_scientific_journal-12036	37	26	and	and	CCONJ
american_scientific_journal-12036	37	27	almost	almost	ADV
american_scientific_journal-12036	37	28	one	one	NUM
american_scientific_journal-12036	37	29	-	-	PUNCT
american_scientific_journal-12036	37	30	third	third	NOUN
american_scientific_journal-12036	37	31	acceleration	acceleration	NOUN
american_scientific_journal-12036	37	32	in	in	ADP
american_scientific_journal-12036	37	33	machine	machine	NOUN
american_scientific_journal-12036	37	34	-	-	PUNCT
american_scientific_journal-12036	37	35	learning	learn	VERB
american_scientific_journal-12036	37	36	integration	integration	NOUN
american_scientific_journal-12036	37	37	[	[	X
american_scientific_journal-12036	37	38	11	11	NUM
american_scientific_journal-12036	37	39	]	]	PUNCT
american_scientific_journal-12036	37	40	.	.	PUNCT
american_scientific_journal-12036	38	1	3.results	3.results	NUM
american_scientific_journal-12036	39	1	and	and	CCONJ
american_scientific_journal-12036	39	2	discussion	discussion	VERB
american_scientific_journal-12036	39	3	the	the	DET
american_scientific_journal-12036	39	4	fair	fair	ADJ
american_scientific_journal-12036	39	5	principles	principle	NOUN
american_scientific_journal-12036	39	6	define	define	VERB
american_scientific_journal-12036	39	7	four	four	NUM
american_scientific_journal-12036	39	8	mandatory	mandatory	ADJ
american_scientific_journal-12036	39	9	properties	property	NOUN
american_scientific_journal-12036	39	10	of	of	ADP
american_scientific_journal-12036	39	11	research	research	NOUN
american_scientific_journal-12036	39	12	data	datum	NOUN
american_scientific_journal-12036	39	13	:	:	PUNCT
american_scientific_journal-12036	39	14	they	they	PRON
american_scientific_journal-12036	39	15	must	must	AUX
american_scientific_journal-12036	39	16	be	be	AUX
american_scientific_journal-12036	39	17	findable	findable	ADJ
american_scientific_journal-12036	39	18	,	,	PUNCT
american_scientific_journal-12036	39	19	accessible	accessible	ADJ
american_scientific_journal-12036	39	20	,	,	PUNCT
american_scientific_journal-12036	39	21	interoperable	interoperable	ADJ
american_scientific_journal-12036	39	22	,	,	PUNCT
american_scientific_journal-12036	39	23	and	and	CCONJ
american_scientific_journal-12036	39	24	reusable	reusable	ADJ
american_scientific_journal-12036	39	25	,	,	PUNCT
american_scientific_journal-12036	39	26	and	and	CCONJ
american_scientific_journal-12036	39	27	equally	equally	ADV
american_scientific_journal-12036	39	28	convenient	convenient	ADJ
american_scientific_journal-12036	39	29	for	for	ADP
american_scientific_journal-12036	39	30	humans	human	NOUN
american_scientific_journal-12036	39	31	and	and	CCONJ
american_scientific_journal-12036	39	32	machines	machine	NOUN
american_scientific_journal-12036	39	33	[	[	X
american_scientific_journal-12036	39	34	4	4	NUM
american_scientific_journal-12036	39	35	]	]	PUNCT
american_scientific_journal-12036	39	36	.	.	PUNCT
american_scientific_journal-12036	40	1	these	these	DET
american_scientific_journal-12036	40	2	requirements	requirement	NOUN
american_scientific_journal-12036	40	3	set	set	VERB
american_scientific_journal-12036	40	4	an	an	DET
american_scientific_journal-12036	40	5	objective	objective	NOUN
american_scientific_journal-12036	40	6	for	for	ADP
american_scientific_journal-12036	40	7	any	any	DET
american_scientific_journal-12036	40	8	master	master	NOUN
american_scientific_journal-12036	40	9	data	datum	NOUN
american_scientific_journal-12036	40	10	management	management	NOUN
american_scientific_journal-12036	40	11	initiative	initiative	NOUN
american_scientific_journal-12036	40	12	.	.	PUNCT
american_scientific_journal-12036	41	1	until	until	SCONJ
american_scientific_journal-12036	41	2	every	every	DET
american_scientific_journal-12036	41	3	measurement	measurement	NOUN
american_scientific_journal-12036	41	4	,	,	PUNCT
american_scientific_journal-12036	41	5	sample	sample	NOUN
american_scientific_journal-12036	41	6	,	,	PUNCT
american_scientific_journal-12036	41	7	or	or	CCONJ
american_scientific_journal-12036	41	8	instrument	instrument	NOUN
american_scientific_journal-12036	41	9	receives	receive	VERB
american_scientific_journal-12036	41	10	a	a	DET
american_scientific_journal-12036	41	11	persistent	persistent	ADJ
american_scientific_journal-12036	41	12	identifier	identifier	NOUN
american_scientific_journal-12036	41	13	and	and	CCONJ
american_scientific_journal-12036	41	14	an	an	DET
american_scientific_journal-12036	41	15	associated	associate	VERB
american_scientific_journal-12036	41	16	metadata	metadata	NOUN
american_scientific_journal-12036	41	17	set	set	NOUN
american_scientific_journal-12036	41	18	,	,	PUNCT
american_scientific_journal-12036	41	19	the	the	DET
american_scientific_journal-12036	41	20	data	datum	NOUN
american_scientific_journal-12036	41	21	remain	remain	VERB
american_scientific_journal-12036	41	22	incomplete	incomplete	ADJ
american_scientific_journal-12036	41	23	participants	participant	NOUN
american_scientific_journal-12036	41	24	in	in	ADP
american_scientific_journal-12036	41	25	automated	automate	VERB
american_scientific_journal-12036	41	26	flows.practical	flows.practical	ADJ
american_scientific_journal-12036	41	27	adherence	adherence	NOUN
american_scientific_journal-12036	41	28	to	to	ADP
american_scientific_journal-12036	41	29	the	the	DET
american_scientific_journal-12036	41	30	principles	principle	NOUN
american_scientific_journal-12036	41	31	relies	rely	VERB
american_scientific_journal-12036	41	32	on	on	ADP
american_scientific_journal-12036	41	33	domain	domain	NOUN
american_scientific_journal-12036	41	34	description	description	NOUN
american_scientific_journal-12036	41	35	schemes	scheme	NOUN
american_scientific_journal-12036	41	36	.	.	PUNCT
american_scientific_journal-12036	42	1	widely	widely	ADV
american_scientific_journal-12036	42	2	accepted	accept	VERB
american_scientific_journal-12036	42	3	are	be	AUX
american_scientific_journal-12036	42	4	the	the	DET
american_scientific_journal-12036	42	5	template	template	NOUN
american_scientific_journal-12036	42	6	formats	format	VERB
american_scientific_journal-12036	42	7	isa	isa	NOUN
american_scientific_journal-12036	42	8	-	-	PUNCT
american_scientific_journal-12036	42	9	tab	tab	ADJ
american_scientific_journal-12036	42	10	,	,	PUNCT
american_scientific_journal-12036	42	11	cedar	cedar	NOUN
american_scientific_journal-12036	42	12	,	,	PUNCT
american_scientific_journal-12036	42	13	and	and	CCONJ
american_scientific_journal-12036	42	14	miame	miame	PROPN
american_scientific_journal-12036	42	15	,	,	PUNCT
american_scientific_journal-12036	42	16	as	as	ADV
american_scientific_journal-12036	42	17	well	well	ADV
american_scientific_journal-12036	42	18	as	as	ADP
american_scientific_journal-12036	42	19	the	the	DET
american_scientific_journal-12036	42	20	“	"	PUNCT
american_scientific_journal-12036	42	21	metadata	metadata	NOUN
american_scientific_journal-12036	42	22	as	as	ADP
american_scientific_journal-12036	42	23	templates	template	NOUN
american_scientific_journal-12036	42	24	”	"	PUNCT
american_scientific_journal-12036	42	25	methodology	methodology	NOUN
american_scientific_journal-12036	42	26	,	,	PUNCT
american_scientific_journal-12036	42	27	which	which	PRON
american_scientific_journal-12036	42	28	enables	enable	VERB
american_scientific_journal-12036	42	29	scientific	scientific	ADJ
american_scientific_journal-12036	42	30	communities	community	NOUN
american_scientific_journal-12036	42	31	to	to	PART
american_scientific_journal-12036	42	32	agree	agree	VERB
american_scientific_journal-12036	42	33	rapidly	rapidly	ADV
american_scientific_journal-12036	42	34	on	on	ADP
american_scientific_journal-12036	42	35	rich	rich	ADJ
american_scientific_journal-12036	42	36	field	field	NOUN
american_scientific_journal-12036	42	37	sets	set	NOUN
american_scientific_journal-12036	42	38	and	and	CCONJ
american_scientific_journal-12036	42	39	to	to	PART
american_scientific_journal-12036	42	40	validate	validate	VERB
american_scientific_journal-12036	42	41	them	they	PRON
american_scientific_journal-12036	42	42	immediately	immediately	ADV
american_scientific_journal-12036	42	43	with	with	ADP
american_scientific_journal-12036	42	44	machine	machine	NOUN
american_scientific_journal-12036	42	45	validators	validator	NOUN
american_scientific_journal-12036	42	46	[	[	X
american_scientific_journal-12036	42	47	5	5	NUM
american_scientific_journal-12036	42	48	]	]	PUNCT
american_scientific_journal-12036	42	49	.	.	PUNCT
american_scientific_journal-12036	43	1	the	the	DET
american_scientific_journal-12036	43	2	availability	availability	NOUN
american_scientific_journal-12036	43	3	of	of	ADP
american_scientific_journal-12036	43	4	such	such	ADJ
american_scientific_journal-12036	43	5	harmonized	harmonized	ADJ
american_scientific_journal-12036	43	6	vocabularies	vocabulary	NOUN
american_scientific_journal-12036	43	7	allows	allow	VERB
american_scientific_journal-12036	43	8	an	an	DET
american_scientific_journal-12036	43	9	mdm	mdm	PROPN
american_scientific_journal-12036	43	10	platform	platform	NOUN
american_scientific_journal-12036	43	11	to	to	PART
american_scientific_journal-12036	43	12	assume	assume	VERB
american_scientific_journal-12036	43	13	normalization	normalization	NOUN
american_scientific_journal-12036	43	14	automatically	automatically	ADV
american_scientific_journal-12036	43	15	,	,	PUNCT
american_scientific_journal-12036	43	16	because	because	SCONJ
american_scientific_journal-12036	43	17	each	each	DET
american_scientific_journal-12036	43	18	mandatory	mandatory	ADJ
american_scientific_journal-12036	43	19	field	field	NOUN
american_scientific_journal-12036	43	20	is	be	AUX
american_scientific_journal-12036	43	21	known	know	VERB
american_scientific_journal-12036	43	22	in	in	ADP
american_scientific_journal-12036	43	23	advance	advance	NOUN
american_scientific_journal-12036	43	24	and	and	CCONJ
american_scientific_journal-12036	43	25	the	the	DET
american_scientific_journal-12036	43	26	terminology	terminology	NOUN
american_scientific_journal-12036	43	27	is	be	AUX
american_scientific_journal-12036	43	28	tied	tie	VERB
american_scientific_journal-12036	43	29	to	to	ADP
american_scientific_journal-12036	43	30	ontologies	ontology	NOUN
american_scientific_journal-12036	43	31	and	and	CCONJ
american_scientific_journal-12036	43	32	persistent	persistent	ADJ
american_scientific_journal-12036	43	33	identifiers	identifier	NOUN
american_scientific_journal-12036	43	34	.	.	PUNCT
american_scientific_journal-12036	44	1	fair	fair	ADJ
american_scientific_journal-12036	44	2	affects	affect	VERB
american_scientific_journal-12036	44	3	not	not	PART
american_scientific_journal-12036	44	4	only	only	ADV
american_scientific_journal-12036	44	5	quality	quality	NOUN
american_scientific_journal-12036	44	6	but	but	CCONJ
american_scientific_journal-12036	44	7	also	also	ADV
american_scientific_journal-12036	44	8	the	the	DET
american_scientific_journal-12036	44	9	economics	economic	NOUN
american_scientific_journal-12036	44	10	of	of	ADP
american_scientific_journal-12036	44	11	automation	automation	NOUN
american_scientific_journal-12036	44	12	.	.	PUNCT
american_scientific_journal-12036	45	1	an	an	DET
american_scientific_journal-12036	45	2	analysis	analysis	NOUN
american_scientific_journal-12036	45	3	by	by	ADP
american_scientific_journal-12036	45	4	the	the	DET
american_scientific_journal-12036	45	5	european	european	PROPN
american_scientific_journal-12036	45	6	commission	commission	PROPN
american_scientific_journal-12036	45	7	and	and	CCONJ
american_scientific_journal-12036	45	8	pwc	pwc	PROPN
american_scientific_journal-12036	45	9	showed	show	VERB
american_scientific_journal-12036	45	10	that	that	SCONJ
american_scientific_journal-12036	45	11	the	the	DET
american_scientific_journal-12036	45	12	absence	absence	NOUN
american_scientific_journal-12036	45	13	of	of	ADP
american_scientific_journal-12036	45	14	fair	fair	ADJ
american_scientific_journal-12036	45	15	compliance	compliance	NOUN
american_scientific_journal-12036	45	16	costs	cost	VERB
american_scientific_journal-12036	45	17	the	the	DET
american_scientific_journal-12036	45	18	eu	eu	PROPN
american_scientific_journal-12036	45	19	economy	economy	NOUN
american_scientific_journal-12036	45	20	at	at	ADP
american_scientific_journal-12036	45	21	least	least	ADJ
american_scientific_journal-12036	45	22	eur	eur	NOUN
american_scientific_journal-12036	45	23	10.2	10.2	NUM
american_scientific_journal-12036	45	24	billion	billion	NUM
american_scientific_journal-12036	45	25	per	per	ADP
american_scientific_journal-12036	45	26	year	year	NOUN
american_scientific_journal-12036	45	27	through	through	ADP
american_scientific_journal-12036	45	28	duplicated	duplicate	VERB
american_scientific_journal-12036	45	29	experiments	experiment	NOUN
american_scientific_journal-12036	45	30	,	,	PUNCT
american_scientific_journal-12036	45	31	implicit	implicit	ADJ
american_scientific_journal-12036	45	32	licenses	license	NOUN
american_scientific_journal-12036	45	33	,	,	PUNCT
american_scientific_journal-12036	45	34	and	and	CCONJ
american_scientific_journal-12036	45	35	time	time	NOUN
american_scientific_journal-12036	45	36	lost	lose	VERB
american_scientific_journal-12036	45	37	searching	search	VERB
american_scientific_journal-12036	45	38	for	for	ADP
american_scientific_journal-12036	45	39	data	datum	NOUN
american_scientific_journal-12036	45	40	[	[	X
american_scientific_journal-12036	45	41	6	6	NUM
american_scientific_journal-12036	45	42	]	]	PUNCT
american_scientific_journal-12036	45	43	.	.	PUNCT
american_scientific_journal-12036	46	1	these	these	DET
american_scientific_journal-12036	46	2	losses	loss	NOUN
american_scientific_journal-12036	46	3	are	be	AUX
american_scientific_journal-12036	46	4	expressed	express	VERB
american_scientific_journal-12036	46	5	chiefly	chiefly	ADV
american_scientific_journal-12036	46	6	in	in	ADP
american_scientific_journal-12036	46	7	the	the	DET
american_scientific_journal-12036	46	8	“	"	PUNCT
american_scientific_journal-12036	46	9	80/20	80/20	NUM
american_scientific_journal-12036	46	10	rule	rule	NOUN
american_scientific_journal-12036	46	11	”	"	PUNCT
american_scientific_journal-12036	46	12	:	:	PUNCT
american_scientific_journal-12036	46	13	until	until	ADP
american_scientific_journal-12036	46	14	recently	recently	ADV
american_scientific_journal-12036	46	15	,	,	PUNCT
american_scientific_journal-12036	46	16	specialists	specialist	NOUN
american_scientific_journal-12036	46	17	spent	spend	VERB
american_scientific_journal-12036	46	18	about	about	ADV
american_scientific_journal-12036	46	19	80	80	NUM
american_scientific_journal-12036	46	20	%	%	NOUN
american_scientific_journal-12036	46	21	of	of	ADP
american_scientific_journal-12036	46	22	their	their	PRON
american_scientific_journal-12036	46	23	working	work	VERB
american_scientific_journal-12036	46	24	time	time	NOUN
american_scientific_journal-12036	46	25	preparing	prepare	VERB
american_scientific_journal-12036	46	26	and	and	CCONJ
american_scientific_journal-12036	46	27	cleansing	cleansing	NOUN
american_scientific_journal-12036	46	28	data	datum	NOUN
american_scientific_journal-12036	46	29	,	,	PUNCT
american_scientific_journal-12036	46	30	yet	yet	CCONJ
american_scientific_journal-12036	46	31	2022	2022	NUM
american_scientific_journal-12036	46	32	reports	report	NOUN
american_scientific_journal-12036	46	33	record	record	VERB
american_scientific_journal-12036	46	34	a	a	DET
american_scientific_journal-12036	46	35	decline	decline	NOUN
american_scientific_journal-12036	46	36	in	in	ADP
american_scientific_journal-12036	46	37	routine	routine	ADJ
american_scientific_journal-12036	46	38	cleansing	cleansing	NOUN
american_scientific_journal-12036	46	39	to	to	ADP
american_scientific_journal-12036	46	40	26	26	NUM
american_scientific_journal-12036	46	41	%	%	NOUN
american_scientific_journal-12036	46	42	in	in	ADP
american_scientific_journal-12036	46	43	organizations	organization	NOUN
american_scientific_journal-12036	46	44	where	where	SCONJ
american_scientific_journal-12036	46	45	a	a	DET
american_scientific_journal-12036	46	46	catalog	catalog	NOUN
american_scientific_journal-12036	46	47	and	and	CCONJ
american_scientific_journal-12036	46	48	metadata	metadata	NOUN
american_scientific_journal-12036	46	49	have	have	AUX
american_scientific_journal-12036	46	50	already	already	ADV
american_scientific_journal-12036	46	51	been	be	AUX
american_scientific_journal-12036	46	52	implemented	implement	VERB
american_scientific_journal-12036	46	53	[	[	PUNCT
american_scientific_journal-12036	46	54	7	7	NUM
american_scientific_journal-12036	46	55	]	]	PUNCT
american_scientific_journal-12036	46	56	.	.	PUNCT
american_scientific_journal-12036	47	1	the	the	DET
american_scientific_journal-12036	47	2	majority	majority	NOUN
american_scientific_journal-12036	47	3	of	of	ADP
american_scientific_journal-12036	47	4	time	time	NOUN
american_scientific_journal-12036	47	5	(	(	PUNCT
american_scientific_journal-12036	47	6	60	60	NUM
american_scientific_journal-12036	47	7	%	%	NOUN
american_scientific_journal-12036	47	8	)	)	PUNCT
american_scientific_journal-12036	47	9	data	datum	NOUN
american_scientific_journal-12036	47	10	scientists	scientist	NOUN
american_scientific_journal-12036	47	11	devote	devote	VERB
american_scientific_journal-12036	47	12	to	to	ADP
american_scientific_journal-12036	47	13	cleansing	cleansing	NOUN
american_scientific_journal-12036	47	14	and	and	CCONJ
american_scientific_journal-12036	47	15	organizing	organize	VERB
american_scientific_journal-12036	47	16	data	datum	NOUN
american_scientific_journal-12036	47	17	,	,	PUNCT
american_scientific_journal-12036	47	18	far	far	ADV
american_scientific_journal-12036	47	19	exceeding	exceed	VERB
american_scientific_journal-12036	47	20	the	the	DET
american_scientific_journal-12036	47	21	share	share	NOUN
american_scientific_journal-12036	47	22	spent	spend	VERB
american_scientific_journal-12036	47	23	on	on	ADP
american_scientific_journal-12036	47	24	modeling	modeling	NOUN
american_scientific_journal-12036	47	25	or	or	CCONJ
american_scientific_journal-12036	47	26	analysis	analysis	NOUN
american_scientific_journal-12036	47	27	,	,	PUNCT
american_scientific_journal-12036	47	28	as	as	SCONJ
american_scientific_journal-12036	47	29	illustrated	illustrate	VERB
american_scientific_journal-12036	47	30	in	in	ADP
american_scientific_journal-12036	47	31	fig	fig	NOUN
american_scientific_journal-12036	47	32	.	.	PUNCT
american_scientific_journal-12036	48	1	1	1	X
american_scientific_journal-12036	48	2	.	.	PUNCT
american_scientific_journal-12036	48	3	thus	thus	ADV
american_scientific_journal-12036	48	4	,	,	PUNCT
american_scientific_journal-12036	48	5	adherence	adherence	NOUN
american_scientific_journal-12036	48	6	to	to	ADP
american_scientific_journal-12036	48	7	fair	fair	ADJ
american_scientific_journal-12036	48	8	reduces	reduce	VERB
american_scientific_journal-12036	48	9	manual	manual	ADJ
american_scientific_journal-12036	48	10	workload	workload	NOUN
american_scientific_journal-12036	48	11	,	,	PUNCT
american_scientific_journal-12036	48	12	accelerates	accelerate	VERB
american_scientific_journal-12036	48	13	population	population	NOUN
american_scientific_journal-12036	48	14	of	of	ADP
american_scientific_journal-12036	48	15	the	the	DET
american_scientific_journal-12036	48	16	golden	golden	ADJ
american_scientific_journal-12036	48	17	record	record	NOUN
american_scientific_journal-12036	48	18	in	in	ADP
american_scientific_journal-12036	48	19	mdm	mdm	PROPN
american_scientific_journal-12036	48	20	,	,	PUNCT
american_scientific_journal-12036	48	21	and	and	CCONJ
american_scientific_journal-12036	48	22	increases	increase	VERB
american_scientific_journal-12036	48	23	the	the	DET
american_scientific_journal-12036	48	24	return	return	NOUN
american_scientific_journal-12036	48	25	from	from	ADP
american_scientific_journal-12036	48	26	subsequent	subsequent	ADJ
american_scientific_journal-12036	48	27	stages	stage	NOUN
american_scientific_journal-12036	48	28	of	of	ADP
american_scientific_journal-12036	48	29	analytics	analytic	NOUN
american_scientific_journal-12036	48	30	and	and	CCONJ
american_scientific_journal-12036	48	31	machine	machine	NOUN
american_scientific_journal-12036	48	32	learning	learning	NOUN
american_scientific_journal-12036	48	33	.	.	PUNCT
american_scientific_journal-12036	49	1	american	american	ADJ
american_scientific_journal-12036	49	2	academic	academic	ADJ
american_scientific_journal-12036	49	3	scientific	scientific	ADJ
american_scientific_journal-12036	49	4	research	research	NOUN
american_scientific_journal-12036	49	5	journal	journal	NOUN
american_scientific_journal-12036	49	6	for	for	ADP
american_scientific_journal-12036	49	7	engineering	engineering	NOUN
american_scientific_journal-12036	49	8	,	,	PUNCT
american_scientific_journal-12036	49	9	technology	technology	NOUN
american_scientific_journal-12036	49	10	,	,	PUNCT
american_scientific_journal-12036	49	11	and	and	CCONJ
american_scientific_journal-12036	49	12	sciences	science	NOUN
american_scientific_journal-12036	49	13	(	(	PUNCT
american_scientific_journal-12036	49	14	asrjets	asrjet	NOUN
american_scientific_journal-12036	49	15	)	)	PUNCT
american_scientific_journal-12036	49	16	volume	volume	NOUN
american_scientific_journal-12036	49	17	103	103	NUM
american_scientific_journal-12036	49	18	,	,	PUNCT
american_scientific_journal-12036	49	19	no	no	DET
american_scientific_journal-12036	49	20	1	1	NUM
american_scientific_journal-12036	49	21	,	,	PUNCT
american_scientific_journal-12036	49	22	pp	pp	ADV
american_scientific_journal-12036	49	23	115	115	NUM
american_scientific_journal-12036	49	24	-	-	SYM
american_scientific_journal-12036	49	25	124	124	NUM
american_scientific_journal-12036	49	26	118	118	NUM
american_scientific_journal-12036	49	27	figure	figure	NOUN
american_scientific_journal-12036	49	28	1	1	NUM
american_scientific_journal-12036	49	29	:	:	PUNCT
american_scientific_journal-12036	49	30	time	time	NOUN
american_scientific_journal-12036	49	31	allocation	allocation	NOUN
american_scientific_journal-12036	49	32	in	in	ADP
american_scientific_journal-12036	49	33	data	datum	NOUN
american_scientific_journal-12036	49	34	science	science	NOUN
american_scientific_journal-12036	49	35	tasks	task	NOUN
american_scientific_journal-12036	49	36	[	[	X
american_scientific_journal-12036	49	37	7	7	X
american_scientific_journal-12036	49	38	]	]	PUNCT
american_scientific_journal-12036	49	39	the	the	DET
american_scientific_journal-12036	49	40	intake	intake	NOUN
american_scientific_journal-12036	49	41	zone	zone	NOUN
american_scientific_journal-12036	49	42	forms	form	VERB
american_scientific_journal-12036	49	43	the	the	DET
american_scientific_journal-12036	49	44	first	first	ADJ
american_scientific_journal-12036	49	45	barrier	barrier	NOUN
american_scientific_journal-12036	49	46	of	of	ADP
american_scientific_journal-12036	49	47	the	the	DET
american_scientific_journal-12036	49	48	flow	flow	NOUN
american_scientific_journal-12036	49	49	.	.	PUNCT
american_scientific_journal-12036	50	1	as	as	ADV
american_scientific_journal-12036	50	2	soon	soon	ADV
american_scientific_journal-12036	50	3	as	as	SCONJ
american_scientific_journal-12036	50	4	an	an	DET
american_scientific_journal-12036	50	5	electronic	electronic	ADJ
american_scientific_journal-12036	50	6	lab	lab	NOUN
american_scientific_journal-12036	50	7	notebook	notebook	NOUN
american_scientific_journal-12036	50	8	or	or	CCONJ
american_scientific_journal-12036	50	9	lims	lim	NOUN
american_scientific_journal-12036	50	10	records	record	VERB
american_scientific_journal-12036	50	11	a	a	DET
american_scientific_journal-12036	50	12	new	new	ADJ
american_scientific_journal-12036	50	13	experiment	experiment	NOUN
american_scientific_journal-12036	50	14	,	,	PUNCT
american_scientific_journal-12036	50	15	the	the	DET
american_scientific_journal-12036	50	16	event	event	NOUN
american_scientific_journal-12036	50	17	is	be	AUX
american_scientific_journal-12036	50	18	published	publish	VERB
american_scientific_journal-12036	50	19	to	to	ADP
american_scientific_journal-12036	50	20	a	a	DET
american_scientific_journal-12036	50	21	cloud	cloud	ADJ
american_scientific_journal-12036	50	22	metadata	metadata	NOUN
american_scientific_journal-12036	50	23	catalog	catalog	NOUN
american_scientific_journal-12036	50	24	,	,	PUNCT
american_scientific_journal-12036	50	25	and	and	CCONJ
american_scientific_journal-12036	50	26	the	the	DET
american_scientific_journal-12036	50	27	linked	link	VERB
american_scientific_journal-12036	50	28	storage	storage	NOUN
american_scientific_journal-12036	50	29	is	be	AUX
american_scientific_journal-12036	50	30	configured	configure	VERB
american_scientific_journal-12036	50	31	to	to	PART
american_scientific_journal-12036	50	32	receive	receive	VERB
american_scientific_journal-12036	50	33	files	file	NOUN
american_scientific_journal-12036	50	34	from	from	ADP
american_scientific_journal-12036	50	35	instruments	instrument	NOUN
american_scientific_journal-12036	50	36	.	.	PUNCT
american_scientific_journal-12036	51	1	this	this	DET
american_scientific_journal-12036	51	2	scheme	scheme	NOUN
american_scientific_journal-12036	51	3	is	be	AUX
american_scientific_journal-12036	51	4	described	describe	VERB
american_scientific_journal-12036	51	5	by	by	ADP
american_scientific_journal-12036	51	6	the	the	DET
american_scientific_journal-12036	51	7	aws	aws	PROPN
american_scientific_journal-12036	51	8	laboratory	laboratory	PROPN
american_scientific_journal-12036	51	9	data	data	PROPN
american_scientific_journal-12036	51	10	mesh	mesh	NOUN
american_scientific_journal-12036	51	11	reference	reference	NOUN
american_scientific_journal-12036	51	12	(	(	PUNCT
american_scientific_journal-12036	51	13	fig	fig	NOUN
american_scientific_journal-12036	51	14	.	.	PUNCT
american_scientific_journal-12036	52	1	2	2	NUM
american_scientific_journal-12036	52	2	)	)	PUNCT
american_scientific_journal-12036	52	3	,	,	PUNCT
american_scientific_journal-12036	52	4	which	which	PRON
american_scientific_journal-12036	52	5	emphasizes	emphasize	VERB
american_scientific_journal-12036	52	6	end	end	NOUN
american_scientific_journal-12036	52	7	-	-	PUNCT
american_scientific_journal-12036	52	8	to	to	ADP
american_scientific_journal-12036	52	9	-	-	PUNCT
american_scientific_journal-12036	52	10	end	end	NOUN
american_scientific_journal-12036	52	11	linkage	linkage	NOUN
american_scientific_journal-12036	52	12	of	of	ADP
american_scientific_journal-12036	52	13	the	the	DET
american_scientific_journal-12036	52	14	raw	raw	ADJ
american_scientific_journal-12036	52	15	file	file	NOUN
american_scientific_journal-12036	52	16	with	with	ADP
american_scientific_journal-12036	52	17	the	the	DET
american_scientific_journal-12036	52	18	notebook	notebook	NOUN
american_scientific_journal-12036	52	19	entry	entry	NOUN
american_scientific_journal-12036	52	20	even	even	ADV
american_scientific_journal-12036	52	21	before	before	SCONJ
american_scientific_journal-12036	52	22	computation	computation	NOUN
american_scientific_journal-12036	52	23	begins	begin	VERB
american_scientific_journal-12036	52	24	[	[	X
american_scientific_journal-12036	52	25	8	8	NUM
american_scientific_journal-12036	52	26	]	]	PUNCT
american_scientific_journal-12036	52	27	.	.	PUNCT
american_scientific_journal-12036	53	1	american	american	ADJ
american_scientific_journal-12036	53	2	academic	academic	ADJ
american_scientific_journal-12036	53	3	scientific	scientific	ADJ
american_scientific_journal-12036	53	4	research	research	NOUN
american_scientific_journal-12036	53	5	journal	journal	NOUN
american_scientific_journal-12036	53	6	for	for	ADP
american_scientific_journal-12036	53	7	engineering	engineering	NOUN
american_scientific_journal-12036	53	8	,	,	PUNCT
american_scientific_journal-12036	53	9	technology	technology	NOUN
american_scientific_journal-12036	53	10	,	,	PUNCT
american_scientific_journal-12036	53	11	and	and	CCONJ
american_scientific_journal-12036	53	12	sciences	science	NOUN
american_scientific_journal-12036	53	13	(	(	PUNCT
american_scientific_journal-12036	53	14	asrjets	asrjet	NOUN
american_scientific_journal-12036	53	15	)	)	PUNCT
american_scientific_journal-12036	53	16	volume	volume	NOUN
american_scientific_journal-12036	53	17	103	103	NUM
american_scientific_journal-12036	53	18	,	,	PUNCT
american_scientific_journal-12036	53	19	no	no	DET
american_scientific_journal-12036	53	20	1	1	NUM
american_scientific_journal-12036	53	21	,	,	PUNCT
american_scientific_journal-12036	53	22	pp	pp	ADV
american_scientific_journal-12036	53	23	115	115	NUM
american_scientific_journal-12036	53	24	-	-	SYM
american_scientific_journal-12036	53	25	124	124	NUM
american_scientific_journal-12036	53	26	119	119	NUM
american_scientific_journal-12036	53	27	figure	figure	NOUN
american_scientific_journal-12036	53	28	2	2	NUM
american_scientific_journal-12036	53	29	:	:	PUNCT
american_scientific_journal-12036	53	30	aws	aw	NOUN
american_scientific_journal-12036	53	31	cloud	cloud	ADJ
american_scientific_journal-12036	53	32	architecture	architecture	NOUN
american_scientific_journal-12036	53	33	for	for	ADP
american_scientific_journal-12036	53	34	laboratory	laboratory	NOUN
american_scientific_journal-12036	53	35	data	datum	NOUN
american_scientific_journal-12036	53	36	integration	integration	NOUN
american_scientific_journal-12036	53	37	and	and	CCONJ
american_scientific_journal-12036	53	38	bioinformatics	bioinformatics	NOUN
american_scientific_journal-12036	53	39	pipelines	pipeline	NOUN
american_scientific_journal-12036	53	40	[	[	X
american_scientific_journal-12036	53	41	8	8	NUM
american_scientific_journal-12036	53	42	]	]	PUNCT
american_scientific_journal-12036	53	43	a	a	DET
american_scientific_journal-12036	53	44	similar	similar	ADJ
american_scientific_journal-12036	53	45	principle	principle	NOUN
american_scientific_journal-12036	53	46	underlies	underlie	VERB
american_scientific_journal-12036	53	47	the	the	DET
american_scientific_journal-12036	53	48	azure	azure	ADJ
american_scientific_journal-12036	53	49	data	datum	NOUN
american_scientific_journal-12036	53	50	management	management	NOUN
american_scientific_journal-12036	53	51	landing	landing	NOUN
american_scientific_journal-12036	53	52	zone	zone	NOUN
american_scientific_journal-12036	53	53	[	[	X
american_scientific_journal-12036	53	54	9	9	NUM
american_scientific_journal-12036	53	55	]	]	PUNCT
american_scientific_journal-12036	53	56	,	,	PUNCT
american_scientific_journal-12036	53	57	where	where	SCONJ
american_scientific_journal-12036	53	58	a	a	DET
american_scientific_journal-12036	53	59	dedicated	dedicated	ADJ
american_scientific_journal-12036	53	60	subscription	subscription	NOUN
american_scientific_journal-12036	53	61	with	with	ADP
american_scientific_journal-12036	53	62	network	network	NOUN
american_scientific_journal-12036	53	63	peering	peer	VERB
american_scientific_journal-12036	53	64	and	and	CCONJ
american_scientific_journal-12036	53	65	a	a	DET
american_scientific_journal-12036	53	66	global	global	ADJ
american_scientific_journal-12036	53	67	catalog	catalog	NOUN
american_scientific_journal-12036	53	68	prevents	prevent	VERB
american_scientific_journal-12036	53	69	duplication	duplication	NOUN
american_scientific_journal-12036	53	70	across	across	ADP
american_scientific_journal-12036	53	71	stores	store	NOUN
american_scientific_journal-12036	53	72	.	.	PUNCT
american_scientific_journal-12036	54	1	the	the	DET
american_scientific_journal-12036	54	2	scale	scale	NOUN
american_scientific_journal-12036	54	3	of	of	ADP
american_scientific_journal-12036	54	4	the	the	DET
american_scientific_journal-12036	54	5	issue	issue	NOUN
american_scientific_journal-12036	54	6	is	be	AUX
american_scientific_journal-12036	54	7	visible	visible	ADJ
american_scientific_journal-12036	54	8	in	in	ADP
american_scientific_journal-12036	54	9	the	the	DET
american_scientific_journal-12036	54	10	survey	survey	NOUN
american_scientific_journal-12036	54	11	[	[	X
american_scientific_journal-12036	54	12	1	1	NUM
american_scientific_journal-12036	54	13	]	]	PUNCT
american_scientific_journal-12036	54	14	:	:	PUNCT
american_scientific_journal-12036	54	15	companies	company	NOUN
american_scientific_journal-12036	54	16	striving	strive	VERB
american_scientific_journal-12036	54	17	for	for	ADP
american_scientific_journal-12036	54	18	maturity	maturity	NOUN
american_scientific_journal-12036	54	19	in	in	ADP
american_scientific_journal-12036	54	20	master	master	NOUN
american_scientific_journal-12036	54	21	-	-	PUNCT
american_scientific_journal-12036	54	22	data	data	NOUN
american_scientific_journal-12036	54	23	management	management	NOUN
american_scientific_journal-12036	54	24	primarily	primarily	ADV
american_scientific_journal-12036	54	25	target	target	VERB
american_scientific_journal-12036	54	26	improved	improve	VERB
american_scientific_journal-12036	54	27	customer	customer	NOUN
american_scientific_journal-12036	54	28	experience	experience	NOUN
american_scientific_journal-12036	54	29	and	and	CCONJ
american_scientific_journal-12036	54	30	revenue	revenue	NOUN
american_scientific_journal-12036	54	31	growth	growth	NOUN
american_scientific_journal-12036	54	32	,	,	PUNCT
american_scientific_journal-12036	54	33	whereas	whereas	SCONJ
american_scientific_journal-12036	54	34	reducing	reduce	VERB
american_scientific_journal-12036	54	35	compliance	compliance	NOUN
american_scientific_journal-12036	54	36	-	-	PUNCT
american_scientific_journal-12036	54	37	related	relate	VERB
american_scientific_journal-12036	54	38	risks	risk	NOUN
american_scientific_journal-12036	54	39	remains	remain	VERB
american_scientific_journal-12036	54	40	the	the	DET
american_scientific_journal-12036	54	41	least	least	ADJ
american_scientific_journal-12036	54	42	prioritized	prioritized	ADJ
american_scientific_journal-12036	54	43	objective	objective	NOUN
american_scientific_journal-12036	54	44	,	,	PUNCT
american_scientific_journal-12036	54	45	as	as	SCONJ
american_scientific_journal-12036	54	46	shown	show	VERB
american_scientific_journal-12036	54	47	in	in	ADP
american_scientific_journal-12036	54	48	fig	fig	NOUN
american_scientific_journal-12036	54	49	.	.	PUNCT
american_scientific_journal-12036	55	1	3	3	X
american_scientific_journal-12036	55	2	.	.	X
american_scientific_journal-12036	55	3	figure	figure	NOUN
american_scientific_journal-12036	55	4	3	3	NUM
american_scientific_journal-12036	55	5	:	:	PUNCT
american_scientific_journal-12036	55	6	objectives	objective	NOUN
american_scientific_journal-12036	55	7	driving	drive	VERB
american_scientific_journal-12036	55	8	mature	mature	ADJ
american_scientific_journal-12036	55	9	master	master	NOUN
american_scientific_journal-12036	55	10	data	datum	NOUN
american_scientific_journal-12036	55	11	management	management	NOUN
american_scientific_journal-12036	55	12	adoption	adoption	NOUN
american_scientific_journal-12036	56	1	[	[	X
american_scientific_journal-12036	56	2	1	1	X
american_scientific_journal-12036	56	3	]	]	X
american_scientific_journal-12036	56	4	american	american	ADJ
american_scientific_journal-12036	56	5	academic	academic	ADJ
american_scientific_journal-12036	56	6	scientific	scientific	ADJ
american_scientific_journal-12036	56	7	research	research	NOUN
american_scientific_journal-12036	56	8	journal	journal	NOUN
american_scientific_journal-12036	56	9	for	for	ADP
american_scientific_journal-12036	56	10	engineering	engineering	NOUN
american_scientific_journal-12036	56	11	,	,	PUNCT
american_scientific_journal-12036	56	12	technology	technology	NOUN
american_scientific_journal-12036	56	13	,	,	PUNCT
american_scientific_journal-12036	56	14	and	and	CCONJ
american_scientific_journal-12036	56	15	sciences	science	NOUN
american_scientific_journal-12036	56	16	(	(	PUNCT
american_scientific_journal-12036	56	17	asrjets	asrjet	NOUN
american_scientific_journal-12036	56	18	)	)	PUNCT
american_scientific_journal-12036	56	19	volume	volume	NOUN
american_scientific_journal-12036	56	20	103	103	NUM
american_scientific_journal-12036	56	21	,	,	PUNCT
american_scientific_journal-12036	56	22	no	no	DET
american_scientific_journal-12036	56	23	1	1	NUM
american_scientific_journal-12036	56	24	,	,	PUNCT
american_scientific_journal-12036	56	25	pp	pp	ADV
american_scientific_journal-12036	56	26	115	115	NUM
american_scientific_journal-12036	56	27	-	-	SYM
american_scientific_journal-12036	56	28	124	124	NUM
american_scientific_journal-12036	56	29	120	120	NUM
american_scientific_journal-12036	56	30	the	the	DET
american_scientific_journal-12036	56	31	normalization	normalization	NOUN
american_scientific_journal-12036	56	32	and	and	CCONJ
american_scientific_journal-12036	56	33	enrichment	enrichment	NOUN
american_scientific_journal-12036	56	34	layer	layer	NOUN
american_scientific_journal-12036	56	35	ingests	ingest	VERB
american_scientific_journal-12036	56	36	the	the	DET
american_scientific_journal-12036	56	37	raw	raw	ADJ
american_scientific_journal-12036	56	38	stream	stream	NOUN
american_scientific_journal-12036	56	39	,	,	PUNCT
american_scientific_journal-12036	56	40	checks	check	VERB
american_scientific_journal-12036	56	41	schemas	schema	NOUN
american_scientific_journal-12036	56	42	,	,	PUNCT
american_scientific_journal-12036	56	43	applies	apply	VERB
american_scientific_journal-12036	56	44	vocabularies	vocabulary	NOUN
american_scientific_journal-12036	56	45	,	,	PUNCT
american_scientific_journal-12036	56	46	converts	convert	NOUN
american_scientific_journal-12036	56	47	units	unit	NOUN
american_scientific_journal-12036	56	48	,	,	PUNCT
american_scientific_journal-12036	56	49	and	and	CCONJ
american_scientific_journal-12036	56	50	launches	launch	VERB
american_scientific_journal-12036	56	51	machine	machine	NOUN
american_scientific_journal-12036	56	52	duplicate	duplicate	NOUN
american_scientific_journal-12036	56	53	resolution	resolution	NOUN
american_scientific_journal-12036	56	54	.	.	PUNCT
american_scientific_journal-12036	57	1	us	we	PRON
american_scientific_journal-12036	57	2	statistical	statistical	ADJ
american_scientific_journal-12036	57	3	agencies	agency	NOUN
american_scientific_journal-12036	57	4	record	record	VERB
american_scientific_journal-12036	57	5	exponential	exponential	ADJ
american_scientific_journal-12036	57	6	growth	growth	NOUN
american_scientific_journal-12036	57	7	in	in	ADP
american_scientific_journal-12036	57	8	volumes	volume	NOUN
american_scientific_journal-12036	57	9	of	of	ADP
american_scientific_journal-12036	57	10	administrative	administrative	ADJ
american_scientific_journal-12036	57	11	files	file	NOUN
american_scientific_journal-12036	57	12	and	and	CCONJ
american_scientific_journal-12036	57	13	identify	identify	VERB
american_scientific_journal-12036	57	14	record	record	NOUN
american_scientific_journal-12036	57	15	linkage	linkage	NOUN
american_scientific_journal-12036	57	16	as	as	ADP
american_scientific_journal-12036	57	17	a	a	DET
american_scientific_journal-12036	57	18	baseline	baseline	NOUN
american_scientific_journal-12036	57	19	technology	technology	NOUN
american_scientific_journal-12036	57	20	for	for	ADP
american_scientific_journal-12036	57	21	unifying	unify	VERB
american_scientific_journal-12036	57	22	heterogeneous	heterogeneous	ADJ
american_scientific_journal-12036	57	23	lists	list	NOUN
american_scientific_journal-12036	57	24	.	.	PUNCT
american_scientific_journal-12036	58	1	at	at	ADP
american_scientific_journal-12036	58	2	the	the	DET
american_scientific_journal-12036	58	3	same	same	ADJ
american_scientific_journal-12036	58	4	time	time	NOUN
american_scientific_journal-12036	58	5	,	,	PUNCT
american_scientific_journal-12036	58	6	modern	modern	ADJ
american_scientific_journal-12036	58	7	algorithms	algorithm	NOUN
american_scientific_journal-12036	58	8	based	base	VERB
american_scientific_journal-12036	58	9	on	on	ADP
american_scientific_journal-12036	58	10	graph	graph	NOUN
american_scientific_journal-12036	58	11	and	and	CCONJ
american_scientific_journal-12036	58	12	probabilistic	probabilistic	ADJ
american_scientific_journal-12036	58	13	models	model	NOUN
american_scientific_journal-12036	58	14	reduce	reduce	VERB
american_scientific_journal-12036	58	15	the	the	DET
american_scientific_journal-12036	58	16	share	share	NOUN
american_scientific_journal-12036	58	17	of	of	ADP
american_scientific_journal-12036	58	18	manual	manual	ADJ
american_scientific_journal-12036	58	19	intervention	intervention	NOUN
american_scientific_journal-12036	58	20	even	even	ADV
american_scientific_journal-12036	58	21	in	in	ADP
american_scientific_journal-12036	58	22	np	np	ADP
american_scientific_journal-12036	58	23	-	-	PUNCT
american_scientific_journal-12036	58	24	hard	hard	ADJ
american_scientific_journal-12036	58	25	multi	multi	ADJ
american_scientific_journal-12036	58	26	-	-	ADJ
american_scientific_journal-12036	58	27	table	table	ADJ
american_scientific_journal-12036	58	28	matching	matching	NOUN
american_scientific_journal-12036	58	29	[	[	X
american_scientific_journal-12036	58	30	10	10	NUM
american_scientific_journal-12036	58	31	]	]	PUNCT
american_scientific_journal-12036	58	32	.	.	PUNCT
american_scientific_journal-12036	59	1	a	a	DET
american_scientific_journal-12036	59	2	practical	practical	ADJ
american_scientific_journal-12036	59	3	review	review	NOUN
american_scientific_journal-12036	59	4	across	across	ADP
american_scientific_journal-12036	59	5	twenty	twenty	NUM
american_scientific_journal-12036	59	6	us	us	PROPN
american_scientific_journal-12036	59	7	industries	industry	NOUN
american_scientific_journal-12036	59	8	shows	show	VERB
american_scientific_journal-12036	59	9	that	that	SCONJ
american_scientific_journal-12036	59	10	firms	firm	NOUN
american_scientific_journal-12036	59	11	with	with	ADP
american_scientific_journal-12036	59	12	high	high	ADJ
american_scientific_journal-12036	59	13	mdm	mdm	PROPN
american_scientific_journal-12036	59	14	use	use	NOUN
american_scientific_journal-12036	59	15	cut	cut	VERB
american_scientific_journal-12036	59	16	their	their	PRON
american_scientific_journal-12036	59	17	data	datum	NOUN
american_scientific_journal-12036	59	18	repetition	repetition	NOUN
american_scientific_journal-12036	59	19	by	by	ADP
american_scientific_journal-12036	59	20	37	37	NUM
american_scientific_journal-12036	59	21	%	%	NOUN
american_scientific_journal-12036	59	22	on	on	ADP
american_scientific_journal-12036	59	23	average	average	ADJ
american_scientific_journal-12036	59	24	and	and	CCONJ
american_scientific_journal-12036	59	25	get	get	VERB
american_scientific_journal-12036	59	26	machine	machine	NOUN
american_scientific_journal-12036	59	27	-	-	PUNCT
american_scientific_journal-12036	59	28	learning	learn	VERB
american_scientific_journal-12036	59	29	jobs	job	NOUN
american_scientific_journal-12036	59	30	nearly	nearly	ADV
american_scientific_journal-12036	59	31	one	one	NUM
american_scientific_journal-12036	59	32	third	third	ADV
american_scientific_journal-12036	59	33	faster	fast	ADV
american_scientific_journal-12036	59	34	,	,	PUNCT
american_scientific_journal-12036	59	35	which	which	PRON
american_scientific_journal-12036	59	36	frees	free	VERB
american_scientific_journal-12036	59	37	up	up	ADP
american_scientific_journal-12036	59	38	office	office	NOUN
american_scientific_journal-12036	59	39	and	and	CCONJ
american_scientific_journal-12036	59	40	bioinformatics	bioinformatics	NOUN
american_scientific_journal-12036	59	41	resources	resource	NOUN
american_scientific_journal-12036	59	42	for	for	ADP
american_scientific_journal-12036	59	43	study	study	NOUN
american_scientific_journal-12036	59	44	instead	instead	ADV
american_scientific_journal-12036	59	45	of	of	ADP
american_scientific_journal-12036	59	46	cleaning	clean	VERB
american_scientific_journal-12036	59	47	[	[	X
american_scientific_journal-12036	59	48	11	11	NUM
american_scientific_journal-12036	59	49	]	]	PUNCT
american_scientific_journal-12036	59	50	.	.	PUNCT
american_scientific_journal-12036	60	1	the	the	DET
american_scientific_journal-12036	60	2	mdm	mdm	PROPN
american_scientific_journal-12036	60	3	hub	hub	PROPN
american_scientific_journal-12036	60	4	is	be	AUX
american_scientific_journal-12036	60	5	at	at	ADP
american_scientific_journal-12036	60	6	the	the	DET
american_scientific_journal-12036	60	7	very	very	ADJ
american_scientific_journal-12036	60	8	center	center	NOUN
american_scientific_journal-12036	60	9	:	:	PUNCT
american_scientific_journal-12036	60	10	unified	unified	ADJ
american_scientific_journal-12036	60	11	records	record	NOUN
american_scientific_journal-12036	60	12	make	make	VERB
american_scientific_journal-12036	60	13	it	it	PRON
american_scientific_journal-12036	60	14	here	here	ADV
american_scientific_journal-12036	60	15	,	,	PUNCT
american_scientific_journal-12036	60	16	and	and	CCONJ
american_scientific_journal-12036	60	17	survivorship	survivorship	NOUN
american_scientific_journal-12036	60	18	rules	rule	NOUN
american_scientific_journal-12036	60	19	decide	decide	VERB
american_scientific_journal-12036	60	20	which	which	DET
american_scientific_journal-12036	60	21	version	version	NOUN
american_scientific_journal-12036	60	22	of	of	ADP
american_scientific_journal-12036	60	23	attributes	attribute	NOUN
american_scientific_journal-12036	60	24	takes	take	VERB
american_scientific_journal-12036	60	25	priority	priority	NOUN
american_scientific_journal-12036	60	26	based	base	VERB
american_scientific_journal-12036	60	27	on	on	ADP
american_scientific_journal-12036	60	28	recency	recency	NOUN
american_scientific_journal-12036	60	29	,	,	PUNCT
american_scientific_journal-12036	60	30	completeness	completeness	NOUN
american_scientific_journal-12036	60	31	,	,	PUNCT
american_scientific_journal-12036	60	32	or	or	CCONJ
american_scientific_journal-12036	60	33	trusted	trust	VERB
american_scientific_journal-12036	60	34	source	source	NOUN
american_scientific_journal-12036	60	35	.	.	PUNCT
american_scientific_journal-12036	61	1	the	the	DET
american_scientific_journal-12036	61	2	profisee	profisee	ADJ
american_scientific_journal-12036	61	3	reference	reference	NOUN
american_scientific_journal-12036	61	4	architecture	architecture	NOUN
american_scientific_journal-12036	61	5	for	for	ADP
american_scientific_journal-12036	61	6	microsoft	microsoft	PROPN
american_scientific_journal-12036	61	7	purview	purview	PROPN
american_scientific_journal-12036	61	8	shows	show	VERB
american_scientific_journal-12036	61	9	how	how	SCONJ
american_scientific_journal-12036	61	10	one	one	NUM
american_scientific_journal-12036	61	11	single	single	ADJ
american_scientific_journal-12036	61	12	model	model	NOUN
american_scientific_journal-12036	61	13	gets	get	AUX
american_scientific_journal-12036	61	14	published	publish	VERB
american_scientific_journal-12036	61	15	into	into	ADP
american_scientific_journal-12036	61	16	the	the	DET
american_scientific_journal-12036	61	17	catalog	catalog	NOUN
american_scientific_journal-12036	61	18	and	and	CCONJ
american_scientific_journal-12036	61	19	then	then	ADV
american_scientific_journal-12036	61	20	,	,	PUNCT
american_scientific_journal-12036	61	21	by	by	ADP
american_scientific_journal-12036	61	22	way	way	NOUN
american_scientific_journal-12036	61	23	of	of	ADP
american_scientific_journal-12036	61	24	a	a	DET
american_scientific_journal-12036	61	25	rest	rest	NOUN
american_scientific_journal-12036	61	26	gateway	gateway	NOUN
american_scientific_journal-12036	61	27	,	,	PUNCT
american_scientific_journal-12036	61	28	spreads	spread	VERB
american_scientific_journal-12036	61	29	the	the	DET
american_scientific_journal-12036	61	30	golden	golden	ADJ
american_scientific_journal-12036	61	31	record	record	NOUN
american_scientific_journal-12036	61	32	to	to	ADP
american_scientific_journal-12036	61	33	analytic	analytic	ADJ
american_scientific_journal-12036	61	34	marts	mart	NOUN
american_scientific_journal-12036	61	35	.	.	PUNCT
american_scientific_journal-12036	62	1	at	at	ADP
american_scientific_journal-12036	62	2	the	the	DET
american_scientific_journal-12036	62	3	same	same	ADJ
american_scientific_journal-12036	62	4	time	time	NOUN
american_scientific_journal-12036	62	5	,	,	PUNCT
american_scientific_journal-12036	62	6	quality	quality	NOUN
american_scientific_journal-12036	62	7	events	event	NOUN
american_scientific_journal-12036	62	8	are	be	AUX
american_scientific_journal-12036	62	9	being	be	AUX
american_scientific_journal-12036	62	10	streamed	stream	VERB
american_scientific_journal-12036	62	11	to	to	ADP
american_scientific_journal-12036	62	12	a	a	DET
american_scientific_journal-12036	62	13	bus	bus	NOUN
american_scientific_journal-12036	62	14	so	so	SCONJ
american_scientific_journal-12036	62	15	that	that	SCONJ
american_scientific_journal-12036	62	16	consumers	consumer	NOUN
american_scientific_journal-12036	62	17	can	can	AUX
american_scientific_journal-12036	62	18	react	react	VERB
american_scientific_journal-12036	62	19	immediately	immediately	ADV
american_scientific_journal-12036	62	20	to	to	ADP
american_scientific_journal-12036	62	21	corrections	correction	NOUN
american_scientific_journal-12036	62	22	[	[	X
american_scientific_journal-12036	62	23	12	12	NUM
american_scientific_journal-12036	62	24	]	]	PUNCT
american_scientific_journal-12036	62	25	.	.	PUNCT
american_scientific_journal-12036	63	1	machine	machine	NOUN
american_scientific_journal-12036	63	2	learning	learning	NOUN
american_scientific_journal-12036	63	3	gives	give	VERB
american_scientific_journal-12036	63	4	the	the	DET
american_scientific_journal-12036	63	5	heart	heart	NOUN
american_scientific_journal-12036	63	6	of	of	ADP
american_scientific_journal-12036	63	7	mdm	mdm	PROPN
american_scientific_journal-12036	63	8	the	the	DET
american_scientific_journal-12036	63	9	power	power	NOUN
american_scientific_journal-12036	63	10	to	to	PART
american_scientific_journal-12036	63	11	identify	identify	VERB
american_scientific_journal-12036	63	12	on	on	ADP
american_scientific_journal-12036	63	13	its	its	PRON
american_scientific_journal-12036	63	14	own	own	ADJ
american_scientific_journal-12036	63	15	which	which	DET
american_scientific_journal-12036	63	16	notes	note	NOUN
american_scientific_journal-12036	63	17	talk	talk	VERB
american_scientific_journal-12036	63	18	about	about	ADP
american_scientific_journal-12036	63	19	the	the	DET
american_scientific_journal-12036	63	20	same	same	ADJ
american_scientific_journal-12036	63	21	thing	thing	NOUN
american_scientific_journal-12036	63	22	even	even	ADV
american_scientific_journal-12036	63	23	when	when	SCONJ
american_scientific_journal-12036	63	24	their	their	PRON
american_scientific_journal-12036	63	25	details	detail	NOUN
american_scientific_journal-12036	63	26	do	do	AUX
american_scientific_journal-12036	63	27	not	not	PART
american_scientific_journal-12036	63	28	fully	fully	ADV
american_scientific_journal-12036	63	29	match	match	VERB
american_scientific_journal-12036	63	30	.	.	PUNCT
american_scientific_journal-12036	64	1	the	the	DET
american_scientific_journal-12036	64	2	matching	matching	NOUN
american_scientific_journal-12036	64	3	rests	rest	VERB
american_scientific_journal-12036	64	4	on	on	ADP
american_scientific_journal-12036	64	5	a	a	DET
american_scientific_journal-12036	64	6	probabilistic	probabilistic	ADJ
american_scientific_journal-12036	64	7	model	model	NOUN
american_scientific_journal-12036	64	8	that	that	PRON
american_scientific_journal-12036	64	9	evaluates	evaluate	VERB
american_scientific_journal-12036	64	10	string	string	NOUN
american_scientific_journal-12036	64	11	distance	distance	NOUN
american_scientific_journal-12036	64	12	,	,	PUNCT
american_scientific_journal-12036	64	13	metadata	metadata	ADJ
american_scientific_journal-12036	64	14	context	context	NOUN
american_scientific_journal-12036	64	15	,	,	PUNCT
american_scientific_journal-12036	64	16	and	and	CCONJ
american_scientific_journal-12036	64	17	edit	edit	NOUN
american_scientific_journal-12036	64	18	history	history	NOUN
american_scientific_journal-12036	64	19	,	,	PUNCT
american_scientific_journal-12036	64	20	and	and	CCONJ
american_scientific_journal-12036	64	21	then	then	ADV
american_scientific_journal-12036	64	22	computes	compute	VERB
american_scientific_journal-12036	64	23	the	the	DET
american_scientific_journal-12036	64	24	confidence	confidence	NOUN
american_scientific_journal-12036	64	25	of	of	ADP
american_scientific_journal-12036	64	26	merging	merge	VERB
american_scientific_journal-12036	64	27	.	.	PUNCT
american_scientific_journal-12036	65	1	instead	instead	ADV
american_scientific_journal-12036	65	2	of	of	ADP
american_scientific_journal-12036	65	3	rigid	rigid	ADJ
american_scientific_journal-12036	65	4	rules	rule	NOUN
american_scientific_journal-12036	65	5	,	,	PUNCT
american_scientific_journal-12036	65	6	the	the	DET
american_scientific_journal-12036	65	7	system	system	NOUN
american_scientific_journal-12036	65	8	gradually	gradually	ADV
american_scientific_journal-12036	65	9	adjusts	adjust	VERB
american_scientific_journal-12036	65	10	feature	feature	NOUN
american_scientific_journal-12036	65	11	weights	weight	NOUN
american_scientific_journal-12036	65	12	to	to	ADP
american_scientific_journal-12036	65	13	laboratory	laboratory	NOUN
american_scientific_journal-12036	65	14	and	and	CCONJ
american_scientific_journal-12036	65	15	instrument	instrument	NOUN
american_scientific_journal-12036	65	16	specifics	specific	NOUN
american_scientific_journal-12036	65	17	;	;	PUNCT
american_scientific_journal-12036	65	18	as	as	SCONJ
american_scientific_journal-12036	65	19	reference	reference	NOUN
american_scientific_journal-12036	65	20	examples	example	NOUN
american_scientific_journal-12036	65	21	accumulate	accumulate	VERB
american_scientific_journal-12036	65	22	,	,	PUNCT
american_scientific_journal-12036	65	23	the	the	DET
american_scientific_journal-12036	65	24	proportion	proportion	NOUN
american_scientific_journal-12036	65	25	of	of	ADP
american_scientific_journal-12036	65	26	false	false	ADJ
american_scientific_journal-12036	65	27	merges	merge	NOUN
american_scientific_journal-12036	65	28	declines	decline	NOUN
american_scientific_journal-12036	65	29	and	and	CCONJ
american_scientific_journal-12036	65	30	duplicate	duplicate	VERB
american_scientific_journal-12036	65	31	coverage	coverage	NOUN
american_scientific_journal-12036	65	32	rises	rise	NOUN
american_scientific_journal-12036	65	33	.	.	PUNCT
american_scientific_journal-12036	66	1	when	when	SCONJ
american_scientific_journal-12036	66	2	the	the	DET
american_scientific_journal-12036	66	3	automated	automate	VERB
american_scientific_journal-12036	66	4	system	system	NOUN
american_scientific_journal-12036	66	5	lacks	lack	VERB
american_scientific_journal-12036	66	6	confidence	confidence	NOUN
american_scientific_journal-12036	66	7	,	,	PUNCT
american_scientific_journal-12036	66	8	it	it	PRON
american_scientific_journal-12036	66	9	creates	create	VERB
american_scientific_journal-12036	66	10	a	a	DET
american_scientific_journal-12036	66	11	small	small	ADJ
american_scientific_journal-12036	66	12	queue	queue	NOUN
american_scientific_journal-12036	66	13	of	of	ADP
american_scientific_journal-12036	66	14	disputed	dispute	VERB
american_scientific_journal-12036	66	15	cases	case	NOUN
american_scientific_journal-12036	66	16	and	and	CCONJ
american_scientific_journal-12036	66	17	passes	pass	VERB
american_scientific_journal-12036	66	18	them	they	PRON
american_scientific_journal-12036	66	19	to	to	ADP
american_scientific_journal-12036	66	20	stewards	steward	NOUN
american_scientific_journal-12036	66	21	.	.	PUNCT
american_scientific_journal-12036	67	1	active	active	ADJ
american_scientific_journal-12036	67	2	learning	learning	NOUN
american_scientific_journal-12036	67	3	is	be	AUX
american_scientific_journal-12036	67	4	implemented	implement	VERB
american_scientific_journal-12036	67	5	so	so	SCONJ
american_scientific_journal-12036	67	6	that	that	SCONJ
american_scientific_journal-12036	67	7	the	the	DET
american_scientific_journal-12036	67	8	experts	expert	NOUN
american_scientific_journal-12036	67	9	will	will	AUX
american_scientific_journal-12036	67	10	not	not	PART
american_scientific_journal-12036	67	11	be	be	AUX
american_scientific_journal-12036	67	12	overloaded	overload	VERB
american_scientific_journal-12036	67	13	,	,	PUNCT
american_scientific_journal-12036	67	14	specifically	specifically	ADV
american_scientific_journal-12036	67	15	so	so	SCONJ
american_scientific_journal-12036	67	16	that	that	SCONJ
american_scientific_journal-12036	67	17	the	the	DET
american_scientific_journal-12036	67	18	algorithm	algorithm	NOUN
american_scientific_journal-12036	67	19	chooses	choose	VERB
american_scientific_journal-12036	67	20	only	only	ADV
american_scientific_journal-12036	67	21	those	those	DET
american_scientific_journal-12036	67	22	record	record	NOUN
american_scientific_journal-12036	67	23	pairs	pair	NOUN
american_scientific_journal-12036	67	24	whose	whose	DET
american_scientific_journal-12036	67	25	resolution	resolution	NOUN
american_scientific_journal-12036	67	26	is	be	AUX
american_scientific_journal-12036	67	27	guaranteed	guarantee	VERB
american_scientific_journal-12036	67	28	to	to	PART
american_scientific_journal-12036	67	29	reduce	reduce	VERB
american_scientific_journal-12036	67	30	uncertainty	uncertainty	NOUN
american_scientific_journal-12036	67	31	for	for	ADP
american_scientific_journal-12036	67	32	the	the	DET
american_scientific_journal-12036	67	33	whole	whole	ADJ
american_scientific_journal-12036	67	34	model	model	NOUN
american_scientific_journal-12036	67	35	.	.	PUNCT
american_scientific_journal-12036	68	1	with	with	ADP
american_scientific_journal-12036	68	2	every	every	DET
american_scientific_journal-12036	68	3	press	press	NOUN
american_scientific_journal-12036	68	4	of	of	ADP
american_scientific_journal-12036	68	5	approve	approve	VERB
american_scientific_journal-12036	68	6	or	or	CCONJ
american_scientific_journal-12036	68	7	reject	reject	VERB
american_scientific_journal-12036	68	8	by	by	ADP
american_scientific_journal-12036	68	9	the	the	DET
american_scientific_journal-12036	68	10	curator	curator	NOUN
american_scientific_journal-12036	68	11	,	,	PUNCT
american_scientific_journal-12036	68	12	the	the	DET
american_scientific_journal-12036	68	13	new	new	ADJ
american_scientific_journal-12036	68	14	label	label	NOUN
american_scientific_journal-12036	68	15	goes	go	VERB
american_scientific_journal-12036	68	16	directly	directly	ADV
american_scientific_journal-12036	68	17	into	into	ADP
american_scientific_journal-12036	68	18	the	the	DET
american_scientific_journal-12036	68	19	training	training	NOUN
american_scientific_journal-12036	68	20	set	set	NOUN
american_scientific_journal-12036	68	21	and	and	CCONJ
american_scientific_journal-12036	68	22	already	already	ADV
american_scientific_journal-12036	68	23	helps	help	VERB
american_scientific_journal-12036	68	24	in	in	ADP
american_scientific_journal-12036	68	25	reducing	reduce	VERB
american_scientific_journal-12036	68	26	manual	manual	ADJ
american_scientific_journal-12036	68	27	review	review	NOUN
american_scientific_journal-12036	68	28	in	in	ADP
american_scientific_journal-12036	68	29	the	the	DET
american_scientific_journal-12036	68	30	next	next	ADJ
american_scientific_journal-12036	68	31	iteration	iteration	NOUN
american_scientific_journal-12036	68	32	.	.	PUNCT
american_scientific_journal-12036	69	1	the	the	DET
american_scientific_journal-12036	69	2	feedback	feedback	NOUN
american_scientific_journal-12036	69	3	loop	loop	NOUN
american_scientific_journal-12036	69	4	thus	thus	ADV
american_scientific_journal-12036	69	5	turns	turn	VERB
american_scientific_journal-12036	69	6	scarce	scarce	ADJ
american_scientific_journal-12036	69	7	expert	expert	ADJ
american_scientific_journal-12036	69	8	hours	hour	NOUN
american_scientific_journal-12036	69	9	into	into	ADP
american_scientific_journal-12036	69	10	maximum	maximum	ADJ
american_scientific_journal-12036	69	11	quality	quality	NOUN
american_scientific_journal-12036	69	12	gain	gain	NOUN
american_scientific_journal-12036	69	13	instead	instead	ADV
american_scientific_journal-12036	69	14	of	of	ADP
american_scientific_journal-12036	69	15	repetitive	repetitive	ADJ
american_scientific_journal-12036	69	16	verification	verification	NOUN
american_scientific_journal-12036	69	17	.	.	PUNCT
american_scientific_journal-12036	70	1	linear	linear	ADJ
american_scientific_journal-12036	70	2	distances	distance	NOUN
american_scientific_journal-12036	70	3	and	and	CCONJ
american_scientific_journal-12036	70	4	plain	plain	ADJ
american_scientific_journal-12036	70	5	text	text	NOUN
american_scientific_journal-12036	70	6	comparison	comparison	NOUN
american_scientific_journal-12036	70	7	can	can	AUX
american_scientific_journal-12036	70	8	not	not	PART
american_scientific_journal-12036	70	9	reveal	reveal	VERB
american_scientific_journal-12036	70	10	subtle	subtle	ADJ
american_scientific_journal-12036	70	11	relationships	relationship	NOUN
american_scientific_journal-12036	70	12	among	among	ADP
american_scientific_journal-12036	70	13	experiments	experiment	NOUN
american_scientific_journal-12036	70	14	,	,	PUNCT
american_scientific_journal-12036	70	15	samples	sample	NOUN
american_scientific_journal-12036	70	16	,	,	PUNCT
american_scientific_journal-12036	70	17	and	and	CCONJ
american_scientific_journal-12036	70	18	instruments	instrument	NOUN
american_scientific_journal-12036	70	19	.	.	PUNCT
american_scientific_journal-12036	71	1	the	the	DET
american_scientific_journal-12036	71	2	enrichment	enrichment	NOUN
american_scientific_journal-12036	71	3	layer	layer	NOUN
american_scientific_journal-12036	71	4	generates	generate	VERB
american_scientific_journal-12036	71	5	a	a	DET
american_scientific_journal-12036	71	6	graph	graph	NOUN
american_scientific_journal-12036	71	7	with	with	ADP
american_scientific_journal-12036	71	8	entities	entity	NOUN
american_scientific_journal-12036	71	9	as	as	ADP
american_scientific_journal-12036	71	10	nodes	node	NOUN
american_scientific_journal-12036	71	11	,	,	PUNCT
american_scientific_journal-12036	71	12	relations	relation	NOUN
american_scientific_journal-12036	71	13	as	as	ADP
american_scientific_journal-12036	71	14	edges	edge	NOUN
american_scientific_journal-12036	71	15	;	;	PUNCT
american_scientific_journal-12036	71	16	these	these	PRON
american_scientific_journal-12036	71	17	can	can	AUX
american_scientific_journal-12036	71	18	be	be	AUX
american_scientific_journal-12036	71	19	experimental	experimental	ADJ
american_scientific_journal-12036	71	20	or	or	CCONJ
american_scientific_journal-12036	71	21	semantic	semantic	ADJ
american_scientific_journal-12036	71	22	.	.	PUNCT
american_scientific_journal-12036	72	1	it	it	PRON
american_scientific_journal-12036	72	2	then	then	ADV
american_scientific_journal-12036	72	3	performs	perform	VERB
american_scientific_journal-12036	72	4	embeddings	embedding	NOUN
american_scientific_journal-12036	72	5	on	on	ADP
american_scientific_journal-12036	72	6	this	this	DET
american_scientific_journal-12036	72	7	graph	graph	NOUN
american_scientific_journal-12036	72	8	so	so	SCONJ
american_scientific_journal-12036	72	9	that	that	SCONJ
american_scientific_journal-12036	72	10	the	the	DET
american_scientific_journal-12036	72	11	vector	vector	NOUN
american_scientific_journal-12036	72	12	representation	representation	NOUN
american_scientific_journal-12036	72	13	of	of	ADP
american_scientific_journal-12036	72	14	a	a	DET
american_scientific_journal-12036	72	15	node	node	NOUN
american_scientific_journal-12036	72	16	contains	contain	VERB
american_scientific_journal-12036	72	17	information	information	NOUN
american_scientific_journal-12036	72	18	not	not	PART
american_scientific_journal-12036	72	19	only	only	ADV
american_scientific_journal-12036	72	20	about	about	ADP
american_scientific_journal-12036	72	21	its	its	PRON
american_scientific_journal-12036	72	22	features	feature	NOUN
american_scientific_journal-12036	72	23	but	but	CCONJ
american_scientific_journal-12036	72	24	also	also	ADV
american_scientific_journal-12036	72	25	about	about	ADP
american_scientific_journal-12036	72	26	the	the	DET
american_scientific_journal-12036	72	27	structure	structure	NOUN
american_scientific_journal-12036	72	28	of	of	ADP
american_scientific_journal-12036	72	29	its	its	PRON
american_scientific_journal-12036	72	30	neighborhood	neighborhood	NOUN
american_scientific_journal-12036	72	31	.	.	PUNCT
american_scientific_journal-12036	73	1	contextual	contextual	ADJ
american_scientific_journal-12036	73	2	vectors	vector	NOUN
american_scientific_journal-12036	73	3	would	would	AUX
american_scientific_journal-12036	73	4	allow	allow	VERB
american_scientific_journal-12036	73	5	the	the	DET
american_scientific_journal-12036	73	6	algorithm	algorithm	NOUN
american_scientific_journal-12036	73	7	to	to	PART
american_scientific_journal-12036	73	8	recognize	recognize	VERB
american_scientific_journal-12036	73	9	that	that	SCONJ
american_scientific_journal-12036	73	10	two	two	NUM
american_scientific_journal-12036	73	11	samples	sample	NOUN
american_scientific_journal-12036	73	12	either	either	CCONJ
american_scientific_journal-12036	73	13	have	have	VERB
american_scientific_journal-12036	73	14	the	the	DET
american_scientific_journal-12036	73	15	same	same	ADJ
american_scientific_journal-12036	73	16	typical	typical	ADJ
american_scientific_journal-12036	73	17	parent	parent	NOUN
american_scientific_journal-12036	73	18	material	material	NOUN
american_scientific_journal-12036	73	19	or	or	CCONJ
american_scientific_journal-12036	73	20	are	be	AUX
american_scientific_journal-12036	73	21	being	be	AUX
american_scientific_journal-12036	73	22	processed	process	VERB
american_scientific_journal-12036	73	23	similarly	similarly	ADV
american_scientific_journal-12036	73	24	,	,	PUNCT
american_scientific_journal-12036	73	25	even	even	ADV
american_scientific_journal-12036	73	26	if	if	SCONJ
american_scientific_journal-12036	73	27	those	those	DET
american_scientific_journal-12036	73	28	descriptions	description	NOUN
american_scientific_journal-12036	73	29	use	use	VERB
american_scientific_journal-12036	73	30	different	different	ADJ
american_scientific_journal-12036	73	31	words	word	NOUN
american_scientific_journal-12036	73	32	.	.	PUNCT
american_scientific_journal-12036	74	1	this	this	PRON
american_scientific_journal-12036	74	2	would	would	AUX
american_scientific_journal-12036	74	3	create	create	VERB
american_scientific_journal-12036	74	4	such	such	DET
american_scientific_journal-12036	74	5	a	a	DET
american_scientific_journal-12036	74	6	hidden	hidden	ADJ
american_scientific_journal-12036	74	7	space	space	NOUN
american_scientific_journal-12036	74	8	where	where	SCONJ
american_scientific_journal-12036	74	9	closeness	closeness	NOUN
american_scientific_journal-12036	74	10	would	would	AUX
american_scientific_journal-12036	74	11	indicate	indicate	VERB
american_scientific_journal-12036	74	12	likelihood	likelihood	NOUN
american_scientific_journal-12036	74	13	of	of	ADP
american_scientific_journal-12036	74	14	belonging	belong	VERB
american_scientific_journal-12036	74	15	to	to	ADP
american_scientific_journal-12036	74	16	the	the	DET
american_scientific_journal-12036	74	17	same	same	ADJ
american_scientific_journal-12036	74	18	golden	golden	ADJ
american_scientific_journal-12036	74	19	record	record	NOUN
american_scientific_journal-12036	74	20	,	,	PUNCT
american_scientific_journal-12036	74	21	thus	thus	ADV
american_scientific_journal-12036	74	22	making	make	VERB
american_scientific_journal-12036	74	23	it	it	PRON
american_scientific_journal-12036	74	24	possible	possible	ADJ
american_scientific_journal-12036	74	25	for	for	SCONJ
american_scientific_journal-12036	74	26	a	a	DET
american_scientific_journal-12036	74	27	current	current	ADJ
american_scientific_journal-12036	74	28	system	system	NOUN
american_scientific_journal-12036	74	29	to	to	PART
american_scientific_journal-12036	74	30	deal	deal	VERB
american_scientific_journal-12036	74	31	with	with	ADP
american_scientific_journal-12036	74	32	concealed	conceal	VERB
american_scientific_journal-12036	74	33	duplicates	duplicate	NOUN
american_scientific_journal-12036	74	34	that	that	PRON
american_scientific_journal-12036	74	35	appear	appear	VERB
american_scientific_journal-12036	74	36	only	only	ADV
american_scientific_journal-12036	74	37	after	after	ADP
american_scientific_journal-12036	74	38	long	long	ADJ
american_scientific_journal-12036	74	39	manual	manual	ADJ
american_scientific_journal-12036	74	40	auditing	auditing	NOUN
american_scientific_journal-12036	74	41	.	.	PUNCT
american_scientific_journal-12036	75	1	the	the	DET
american_scientific_journal-12036	75	2	master	master	NOUN
american_scientific_journal-12036	75	3	data	datum	NOUN
american_scientific_journal-12036	75	4	system	system	NOUN
american_scientific_journal-12036	75	5	is	be	AUX
american_scientific_journal-12036	75	6	only	only	ADV
american_scientific_journal-12036	75	7	ancillary	ancillary	ADJ
american_scientific_journal-12036	75	8	to	to	ADP
american_scientific_journal-12036	75	9	research	research	NOUN
american_scientific_journal-12036	75	10	work	work	NOUN
american_scientific_journal-12036	75	11	when	when	SCONJ
american_scientific_journal-12036	75	12	quality	quality	NOUN
american_scientific_journal-12036	75	13	can	can	AUX
american_scientific_journal-12036	75	14	be	be	AUX
american_scientific_journal-12036	75	15	measured	measure	VERB
american_scientific_journal-12036	75	16	.	.	PUNCT
american_scientific_journal-12036	76	1	internally	internally	ADV
american_scientific_journal-12036	76	2	,	,	PUNCT
american_scientific_journal-12036	76	3	dashboards	dashboard	NOUN
american_scientific_journal-12036	76	4	continuously	continuously	ADV
american_scientific_journal-12036	76	5	collect	collect	VERB
american_scientific_journal-12036	76	6	those	those	DET
american_scientific_journal-12036	76	7	indicators	indicator	NOUN
american_scientific_journal-12036	76	8	of	of	ADP
american_scientific_journal-12036	76	9	completeness	completeness	NOUN
american_scientific_journal-12036	76	10	,	,	PUNCT
american_scientific_journal-12036	76	11	accuracy	accuracy	NOUN
american_scientific_journal-12036	76	12	,	,	PUNCT
american_scientific_journal-12036	76	13	and	and	CCONJ
american_scientific_journal-12036	76	14	timeliness	timeliness	NOUN
american_scientific_journal-12036	76	15	by	by	ADP
american_scientific_journal-12036	76	16	comparing	compare	VERB
american_scientific_journal-12036	76	17	every	every	DET
american_scientific_journal-12036	76	18	record	record	NOUN
american_scientific_journal-12036	76	19	with	with	ADP
american_scientific_journal-12036	76	20	what	what	PRON
american_scientific_journal-12036	76	21	was	be	AUX
american_scientific_journal-12036	76	22	expected	expect	VERB
american_scientific_journal-12036	76	23	and	and	CCONJ
american_scientific_journal-12036	76	24	applying	apply	VERB
american_scientific_journal-12036	76	25	temporal	temporal	ADJ
american_scientific_journal-12036	76	26	thresholds	threshold	NOUN
american_scientific_journal-12036	76	27	.	.	PUNCT
american_scientific_journal-12036	77	1	the	the	PRON
american_scientific_journal-12036	77	2	higher	high	ADJ
american_scientific_journal-12036	77	3	the	the	DET
american_scientific_journal-12036	77	4	share	share	NOUN
american_scientific_journal-12036	77	5	of	of	ADP
american_scientific_journal-12036	77	6	populated	populated	ADJ
american_scientific_journal-12036	77	7	attributes	attribute	NOUN
american_scientific_journal-12036	77	8	,	,	PUNCT
american_scientific_journal-12036	77	9	the	the	DET
american_scientific_journal-12036	77	10	less	less	ADV
american_scientific_journal-12036	77	11	often	often	ADJ
american_scientific_journal-12036	77	12	analysis	analysis	NOUN
american_scientific_journal-12036	77	13	is	be	AUX
american_scientific_journal-12036	77	14	broken	break	VERB
american_scientific_journal-12036	77	15	by	by	ADP
american_scientific_journal-12036	77	16	missing	miss	VERB
american_scientific_journal-12036	77	17	parameters	parameter	NOUN
american_scientific_journal-12036	77	18	;	;	PUNCT
american_scientific_journal-12036	77	19	the	the	PRON
american_scientific_journal-12036	77	20	smaller	small	ADJ
american_scientific_journal-12036	77	21	the	the	DET
american_scientific_journal-12036	77	22	discrepancies	discrepancy	NOUN
american_scientific_journal-12036	77	23	between	between	ADP
american_scientific_journal-12036	77	24	sources	source	NOUN
american_scientific_journal-12036	77	25	,	,	PUNCT
american_scientific_journal-12036	77	26	the	the	PRON
american_scientific_journal-12036	77	27	more	more	ADV
american_scientific_journal-12036	77	28	reliable	reliable	ADJ
american_scientific_journal-12036	77	29	the	the	DET
american_scientific_journal-12036	77	30	conclusion	conclusion	NOUN
american_scientific_journal-12036	77	31	;	;	PUNCT
american_scientific_journal-12036	77	32	and	and	CCONJ
american_scientific_journal-12036	77	33	the	the	DET
american_scientific_journal-12036	77	34	faster	fast	ADJ
american_scientific_journal-12036	77	35	changes	change	NOUN
american_scientific_journal-12036	77	36	in	in	ADP
american_scientific_journal-12036	77	37	instruments	instrument	NOUN
american_scientific_journal-12036	77	38	and	and	CCONJ
american_scientific_journal-12036	77	39	experiments	experiment	NOUN
american_scientific_journal-12036	77	40	are	be	AUX
american_scientific_journal-12036	77	41	reflected	reflect	VERB
american_scientific_journal-12036	77	42	,	,	PUNCT
american_scientific_journal-12036	77	43	in	in	ADP
american_scientific_journal-12036	77	44	control	control	NOUN
american_scientific_journal-12036	77	45	used	use	VERB
american_scientific_journal-12036	77	46	being	be	AUX
american_scientific_journal-12036	77	47	up	up	ADP
american_scientific_journal-12036	77	48	-	-	PUNCT
american_scientific_journal-12036	77	49	to	to	ADP
american_scientific_journal-12036	77	50	-	-	PUNCT
american_scientific_journal-12036	77	51	date	date	NOUN
american_scientific_journal-12036	77	52	,	,	PUNCT
american_scientific_journal-12036	77	53	american	american	ADJ
american_scientific_journal-12036	77	54	academic	academic	ADJ
american_scientific_journal-12036	77	55	scientific	scientific	ADJ
american_scientific_journal-12036	77	56	research	research	NOUN
american_scientific_journal-12036	77	57	journal	journal	NOUN
american_scientific_journal-12036	77	58	for	for	ADP
american_scientific_journal-12036	77	59	engineering	engineering	NOUN
american_scientific_journal-12036	77	60	,	,	PUNCT
american_scientific_journal-12036	77	61	technology	technology	NOUN
american_scientific_journal-12036	77	62	,	,	PUNCT
american_scientific_journal-12036	77	63	and	and	CCONJ
american_scientific_journal-12036	77	64	sciences	science	NOUN
american_scientific_journal-12036	77	65	(	(	PUNCT
american_scientific_journal-12036	77	66	asrjets	asrjet	NOUN
american_scientific_journal-12036	77	67	)	)	PUNCT
american_scientific_journal-12036	77	68	volume	volume	NOUN
american_scientific_journal-12036	77	69	103	103	NUM
american_scientific_journal-12036	77	70	,	,	PUNCT
american_scientific_journal-12036	77	71	no	no	DET
american_scientific_journal-12036	77	72	1	1	NUM
american_scientific_journal-12036	77	73	,	,	PUNCT
american_scientific_journal-12036	77	74	pp	pp	ADV
american_scientific_journal-12036	77	75	115	115	NUM
american_scientific_journal-12036	77	76	-	-	SYM
american_scientific_journal-12036	77	77	124	124	NUM
american_scientific_journal-12036	77	78	121	121	NUM
american_scientific_journal-12036	77	79	thereby	thereby	ADV
american_scientific_journal-12036	77	80	lowering	lower	VERB
american_scientific_journal-12036	77	81	risks	risk	NOUN
american_scientific_journal-12036	77	82	.	.	PUNCT
american_scientific_journal-12036	78	1	these	these	DET
american_scientific_journal-12036	78	2	three	three	NUM
american_scientific_journal-12036	78	3	indicator	indicator	NOUN
american_scientific_journal-12036	78	4	groups	group	NOUN
american_scientific_journal-12036	78	5	form	form	VERB
american_scientific_journal-12036	78	6	a	a	DET
american_scientific_journal-12036	78	7	living	live	VERB
american_scientific_journal-12036	78	8	maturity	maturity	NOUN
american_scientific_journal-12036	78	9	map	map	NOUN
american_scientific_journal-12036	78	10	,	,	PUNCT
american_scientific_journal-12036	78	11	and	and	CCONJ
american_scientific_journal-12036	78	12	their	their	PRON
american_scientific_journal-12036	78	13	trend	trend	NOUN
american_scientific_journal-12036	78	14	shows	show	VERB
american_scientific_journal-12036	78	15	how	how	SCONJ
american_scientific_journal-12036	78	16	effectively	effectively	ADV
american_scientific_journal-12036	78	17	the	the	DET
american_scientific_journal-12036	78	18	matching	match	VERB
american_scientific_journal-12036	78	19	algorithms	algorithm	NOUN
american_scientific_journal-12036	78	20	and	and	CCONJ
american_scientific_journal-12036	78	21	active	active	ADJ
american_scientific_journal-12036	78	22	learning	learning	NOUN
american_scientific_journal-12036	78	23	described	describe	VERB
american_scientific_journal-12036	78	24	above	above	ADV
american_scientific_journal-12036	78	25	are	be	AUX
american_scientific_journal-12036	78	26	operating	operate	VERB
american_scientific_journal-12036	78	27	.	.	PUNCT
american_scientific_journal-12036	79	1	transparency	transparency	NOUN
american_scientific_journal-12036	79	2	of	of	ADP
american_scientific_journal-12036	79	3	metrics	metric	NOUN
american_scientific_journal-12036	79	4	is	be	AUX
american_scientific_journal-12036	79	5	meaningless	meaningless	ADJ
american_scientific_journal-12036	79	6	without	without	ADP
american_scientific_journal-12036	79	7	a	a	DET
american_scientific_journal-12036	79	8	provable	provable	ADJ
american_scientific_journal-12036	79	9	history	history	NOUN
american_scientific_journal-12036	79	10	of	of	ADP
american_scientific_journal-12036	79	11	changes	change	NOUN
american_scientific_journal-12036	79	12	,	,	PUNCT
american_scientific_journal-12036	79	13	so	so	CCONJ
american_scientific_journal-12036	79	14	every	every	DET
american_scientific_journal-12036	79	15	operation	operation	NOUN
american_scientific_journal-12036	79	16	on	on	ADP
american_scientific_journal-12036	79	17	a	a	DET
american_scientific_journal-12036	79	18	record	record	NOUN
american_scientific_journal-12036	79	19	leaves	leave	VERB
american_scientific_journal-12036	79	20	a	a	DET
american_scientific_journal-12036	79	21	digital	digital	ADJ
american_scientific_journal-12036	79	22	trace	trace	NOUN
american_scientific_journal-12036	79	23	.	.	PUNCT
american_scientific_journal-12036	80	1	the	the	DET
american_scientific_journal-12036	80	2	lineage	lineage	NOUN
american_scientific_journal-12036	80	3	stores	store	NOUN
american_scientific_journal-12036	80	4	which	which	DET
american_scientific_journal-12036	80	5	instrument	instrument	NOUN
american_scientific_journal-12036	80	6	or	or	CCONJ
american_scientific_journal-12036	80	7	laboratory	laboratory	NOUN
american_scientific_journal-12036	80	8	notebook	notebook	NOUN
american_scientific_journal-12036	80	9	generated	generate	VERB
american_scientific_journal-12036	80	10	the	the	DET
american_scientific_journal-12036	80	11	original	original	ADJ
american_scientific_journal-12036	80	12	data	datum	NOUN
american_scientific_journal-12036	80	13	,	,	PUNCT
american_scientific_journal-12036	80	14	which	which	PRON
american_scientific_journal-12036	80	15	normalization	normalization	NOUN
american_scientific_journal-12036	80	16	rules	rule	VERB
american_scientific_journal-12036	80	17	and	and	CCONJ
american_scientific_journal-12036	80	18	machine	machine	NOUN
american_scientific_journal-12036	80	19	-	-	PUNCT
american_scientific_journal-12036	80	20	learning	learn	VERB
american_scientific_journal-12036	80	21	models	model	NOUN
american_scientific_journal-12036	80	22	transformed	transform	VERB
american_scientific_journal-12036	80	23	them	they	PRON
american_scientific_journal-12036	80	24	,	,	PUNCT
american_scientific_journal-12036	80	25	and	and	CCONJ
american_scientific_journal-12036	80	26	who	who	PRON
american_scientific_journal-12036	80	27	among	among	ADP
american_scientific_journal-12036	80	28	the	the	DET
american_scientific_journal-12036	80	29	stewards	steward	NOUN
american_scientific_journal-12036	80	30	approved	approve	VERB
american_scientific_journal-12036	80	31	disputed	dispute	VERB
american_scientific_journal-12036	80	32	merges	merge	NOUN
american_scientific_journal-12036	80	33	.	.	PUNCT
american_scientific_journal-12036	81	1	this	this	DET
american_scientific_journal-12036	81	2	continuous	continuous	ADJ
american_scientific_journal-12036	81	3	log	log	NOUN
american_scientific_journal-12036	81	4	allows	allow	VERB
american_scientific_journal-12036	81	5	reconstruction	reconstruction	NOUN
american_scientific_journal-12036	81	6	of	of	ADP
american_scientific_journal-12036	81	7	the	the	DET
american_scientific_journal-12036	81	8	dataset	dataset	NOUN
american_scientific_journal-12036	81	9	state	state	NOUN
american_scientific_journal-12036	81	10	at	at	ADP
american_scientific_journal-12036	81	11	any	any	DET
american_scientific_journal-12036	81	12	desired	desire	VERB
american_scientific_journal-12036	81	13	moment	moment	NOUN
american_scientific_journal-12036	81	14	and	and	CCONJ
american_scientific_journal-12036	81	15	presentation	presentation	NOUN
american_scientific_journal-12036	81	16	of	of	ADP
american_scientific_journal-12036	81	17	the	the	DET
american_scientific_journal-12036	81	18	decision	decision	NOUN
american_scientific_journal-12036	81	19	chain	chain	NOUN
american_scientific_journal-12036	81	20	to	to	ADP
american_scientific_journal-12036	81	21	a	a	DET
american_scientific_journal-12036	81	22	grantor	grantor	NOUN
american_scientific_journal-12036	81	23	,	,	PUNCT
american_scientific_journal-12036	81	24	regulator	regulator	NOUN
american_scientific_journal-12036	81	25	,	,	PUNCT
american_scientific_journal-12036	81	26	or	or	CCONJ
american_scientific_journal-12036	81	27	methodology	methodology	NOUN
american_scientific_journal-12036	81	28	auditor	auditor	NOUN
american_scientific_journal-12036	81	29	.	.	PUNCT
american_scientific_journal-12036	82	1	automated	automate	VERB
american_scientific_journal-12036	82	2	audit	audit	NOUN
american_scientific_journal-12036	82	3	built	build	VERB
american_scientific_journal-12036	82	4	into	into	ADP
american_scientific_journal-12036	82	5	the	the	DET
american_scientific_journal-12036	82	6	event	event	NOUN
american_scientific_journal-12036	82	7	bus	bus	NOUN
american_scientific_journal-12036	82	8	instantly	instantly	ADV
american_scientific_journal-12036	82	9	signals	signal	VERB
american_scientific_journal-12036	82	10	a	a	DET
american_scientific_journal-12036	82	11	policy	policy	NOUN
american_scientific_journal-12036	82	12	violation	violation	NOUN
american_scientific_journal-12036	82	13	,	,	PUNCT
american_scientific_journal-12036	82	14	for	for	ADP
american_scientific_journal-12036	82	15	example	example	NOUN
american_scientific_journal-12036	82	16	,	,	PUNCT
american_scientific_journal-12036	82	17	when	when	SCONJ
american_scientific_journal-12036	82	18	experimental	experimental	ADJ
american_scientific_journal-12036	82	19	files	file	NOUN
american_scientific_journal-12036	82	20	are	be	AUX
american_scientific_journal-12036	82	21	deleted	delete	VERB
american_scientific_journal-12036	82	22	before	before	SCONJ
american_scientific_journal-12036	82	23	the	the	DET
american_scientific_journal-12036	82	24	required	require	VERB
american_scientific_journal-12036	82	25	retention	retention	NOUN
american_scientific_journal-12036	82	26	period	period	NOUN
american_scientific_journal-12036	82	27	expires	expire	VERB
american_scientific_journal-12036	82	28	.	.	PUNCT
american_scientific_journal-12036	83	1	access	access	NOUN
american_scientific_journal-12036	83	2	control	control	PROPN
american_scientific_journal-12036	83	3	remains	remain	VERB
american_scientific_journal-12036	83	4	a	a	DET
american_scientific_journal-12036	83	5	human	human	ADJ
american_scientific_journal-12036	83	6	responsibility	responsibility	NOUN
american_scientific_journal-12036	83	7	,	,	PUNCT
american_scientific_journal-12036	83	8	yet	yet	CCONJ
american_scientific_journal-12036	83	9	the	the	DET
american_scientific_journal-12036	83	10	human	human	ADJ
american_scientific_journal-12036	83	11	acts	act	VERB
american_scientific_journal-12036	83	12	through	through	ADP
american_scientific_journal-12036	83	13	a	a	DET
american_scientific_journal-12036	83	14	role	role	NOUN
american_scientific_journal-12036	83	15	model	model	NOUN
american_scientific_journal-12036	83	16	embedded	embed	VERB
american_scientific_journal-12036	83	17	in	in	ADP
american_scientific_journal-12036	83	18	the	the	DET
american_scientific_journal-12036	83	19	platform	platform	NOUN
american_scientific_journal-12036	83	20	.	.	PUNCT
american_scientific_journal-12036	84	1	a	a	DET
american_scientific_journal-12036	84	2	scientist	scientist	NOUN
american_scientific_journal-12036	84	3	will	will	AUX
american_scientific_journal-12036	84	4	be	be	AUX
american_scientific_journal-12036	84	5	able	able	ADJ
american_scientific_journal-12036	84	6	to	to	PART
american_scientific_journal-12036	84	7	see	see	VERB
american_scientific_journal-12036	84	8	only	only	ADV
american_scientific_journal-12036	84	9	those	those	DET
american_scientific_journal-12036	84	10	attributes	attribute	NOUN
american_scientific_journal-12036	84	11	of	of	ADP
american_scientific_journal-12036	84	12	the	the	DET
american_scientific_journal-12036	84	13	sample	sample	NOUN
american_scientific_journal-12036	84	14	that	that	PRON
american_scientific_journal-12036	84	15	have	have	AUX
american_scientific_journal-12036	84	16	been	be	AUX
american_scientific_journal-12036	84	17	allowed	allow	VERB
american_scientific_journal-12036	84	18	for	for	ADP
american_scientific_journal-12036	84	19	the	the	DET
american_scientific_journal-12036	84	20	project	project	NOUN
american_scientific_journal-12036	84	21	.	.	PUNCT
american_scientific_journal-12036	85	1	the	the	DET
american_scientific_journal-12036	85	2	golden	golden	PROPN
american_scientific_journal-12036	85	3	record	record	NOUN
american_scientific_journal-12036	85	4	modification	modification	NOUN
american_scientific_journal-12036	85	5	right	right	NOUN
american_scientific_journal-12036	85	6	falls	fall	VERB
american_scientific_journal-12036	85	7	to	to	ADP
american_scientific_journal-12036	85	8	the	the	DET
american_scientific_journal-12036	85	9	quality	quality	NOUN
american_scientific_journal-12036	85	10	curator	curator	NOUN
american_scientific_journal-12036	85	11	,	,	PUNCT
american_scientific_journal-12036	85	12	but	but	CCONJ
american_scientific_journal-12036	85	13	clinical	clinical	ADJ
american_scientific_journal-12036	85	14	measurement	measurement	NOUN
american_scientific_journal-12036	85	15	results	result	NOUN
american_scientific_journal-12036	85	16	are	be	AUX
american_scientific_journal-12036	85	17	not	not	PART
american_scientific_journal-12036	85	18	visible	visible	ADJ
american_scientific_journal-12036	85	19	to	to	ADP
american_scientific_journal-12036	85	20	her	she	PRON
american_scientific_journal-12036	85	21	.	.	PUNCT
american_scientific_journal-12036	86	1	a	a	DET
american_scientific_journal-12036	86	2	service	service	NOUN
american_scientific_journal-12036	86	3	role	role	NOUN
american_scientific_journal-12036	86	4	lacking	lack	VERB
american_scientific_journal-12036	86	5	personal	personal	ADJ
american_scientific_journal-12036	86	6	information	information	NOUN
american_scientific_journal-12036	86	7	access	access	NOUN
american_scientific_journal-12036	86	8	fields	field	NOUN
american_scientific_journal-12036	86	9	connects	connect	VERB
american_scientific_journal-12036	86	10	the	the	DET
american_scientific_journal-12036	86	11	machine	machine	NOUN
american_scientific_journal-12036	86	12	learning	learn	VERB
american_scientific_journal-12036	86	13	system	system	NOUN
american_scientific_journal-12036	86	14	.	.	PUNCT
american_scientific_journal-12036	87	1	change	change	NOUN
american_scientific_journal-12036	87	2	requests	request	NOUN
american_scientific_journal-12036	87	3	find	find	VERB
american_scientific_journal-12036	87	4	their	their	PRON
american_scientific_journal-12036	87	5	way	way	NOUN
american_scientific_journal-12036	87	6	through	through	ADP
american_scientific_journal-12036	87	7	a	a	DET
american_scientific_journal-12036	87	8	chain	chain	NOUN
american_scientific_journal-12036	87	9	of	of	ADP
american_scientific_journal-12036	87	10	accountable	accountable	ADJ
american_scientific_journal-12036	87	11	endorsements	endorsement	NOUN
american_scientific_journal-12036	87	12	,	,	PUNCT
american_scientific_journal-12036	87	13	and	and	CCONJ
american_scientific_journal-12036	87	14	policy	policy	NOUN
american_scientific_journal-12036	87	15	conflict	conflict	NOUN
american_scientific_journal-12036	87	16	checking	checking	NOUN
american_scientific_journal-12036	87	17	bars	bar	VERB
american_scientific_journal-12036	87	18	unintentional	unintentional	ADJ
american_scientific_journal-12036	87	19	data	datum	NOUN
american_scientific_journal-12036	87	20	disclosure	disclosure	NOUN
american_scientific_journal-12036	87	21	across	across	ADP
american_scientific_journal-12036	87	22	programs	program	NOUN
american_scientific_journal-12036	87	23	.	.	PUNCT
american_scientific_journal-12036	88	1	this	this	DET
american_scientific_journal-12036	88	2	mechanism	mechanism	NOUN
american_scientific_journal-12036	88	3	makes	make	VERB
american_scientific_journal-12036	88	4	compliance	compliance	NOUN
american_scientific_journal-12036	88	5	not	not	PART
american_scientific_journal-12036	88	6	an	an	DET
american_scientific_journal-12036	88	7	act	act	NOUN
american_scientific_journal-12036	88	8	of	of	ADP
american_scientific_journal-12036	88	9	trust	trust	NOUN
american_scientific_journal-12036	88	10	but	but	CCONJ
american_scientific_journal-12036	88	11	a	a	DET
american_scientific_journal-12036	88	12	technically	technically	ADV
american_scientific_journal-12036	88	13	guaranteed	guarantee	VERB
american_scientific_journal-12036	88	14	property	property	NOUN
american_scientific_journal-12036	88	15	of	of	ADP
american_scientific_journal-12036	88	16	the	the	DET
american_scientific_journal-12036	88	17	environment	environment	NOUN
american_scientific_journal-12036	88	18	,	,	PUNCT
american_scientific_journal-12036	88	19	linking	link	VERB
american_scientific_journal-12036	88	20	quality	quality	NOUN
american_scientific_journal-12036	88	21	management	management	NOUN
american_scientific_journal-12036	88	22	with	with	ADP
american_scientific_journal-12036	88	23	security	security	NOUN
american_scientific_journal-12036	88	24	in	in	ADP
american_scientific_journal-12036	88	25	a	a	DET
american_scientific_journal-12036	88	26	single	single	ADJ
american_scientific_journal-12036	88	27	process	process	NOUN
american_scientific_journal-12036	88	28	.	.	PUNCT
american_scientific_journal-12036	89	1	the	the	DET
american_scientific_journal-12036	89	2	starting	starting	NOUN
american_scientific_journal-12036	89	3	point	point	NOUN
american_scientific_journal-12036	89	4	is	be	AUX
american_scientific_journal-12036	89	5	a	a	DET
american_scientific_journal-12036	89	6	complete	complete	ADJ
american_scientific_journal-12036	89	7	list	list	NOUN
american_scientific_journal-12036	89	8	of	of	ADP
american_scientific_journal-12036	89	9	research	research	NOUN
american_scientific_journal-12036	89	10	entities	entity	NOUN
american_scientific_journal-12036	89	11	and	and	CCONJ
american_scientific_journal-12036	89	12	a	a	DET
american_scientific_journal-12036	89	13	mapping	mapping	NOUN
american_scientific_journal-12036	89	14	of	of	ADP
american_scientific_journal-12036	89	15	the	the	DET
american_scientific_journal-12036	89	16	flows	flow	NOUN
american_scientific_journal-12036	89	17	in	in	ADP
american_scientific_journal-12036	89	18	which	which	PRON
american_scientific_journal-12036	89	19	they	they	PRON
american_scientific_journal-12036	89	20	participate	participate	VERB
american_scientific_journal-12036	89	21	.	.	PUNCT
american_scientific_journal-12036	90	1	this	this	DET
american_scientific_journal-12036	90	2	cadastre	cadastre	NOUN
american_scientific_journal-12036	90	3	reveals	reveal	VERB
american_scientific_journal-12036	90	4	where	where	SCONJ
american_scientific_journal-12036	90	5	the	the	DET
american_scientific_journal-12036	90	6	organization	organization	NOUN
american_scientific_journal-12036	90	7	already	already	ADV
american_scientific_journal-12036	90	8	has	have	VERB
american_scientific_journal-12036	90	9	structured	structure	VERB
american_scientific_journal-12036	90	10	tables	table	NOUN
american_scientific_journal-12036	90	11	and	and	CCONJ
american_scientific_journal-12036	90	12	where	where	SCONJ
american_scientific_journal-12036	90	13	data	datum	NOUN
american_scientific_journal-12036	90	14	is	be	AUX
american_scientific_journal-12036	90	15	hidden	hide	VERB
american_scientific_journal-12036	90	16	in	in	ADP
american_scientific_journal-12036	90	17	file	file	NOUN
american_scientific_journal-12036	90	18	dumps	dump	NOUN
american_scientific_journal-12036	90	19	,	,	PUNCT
american_scientific_journal-12036	90	20	and	and	CCONJ
american_scientific_journal-12036	90	21	it	it	PRON
american_scientific_journal-12036	90	22	helps	help	VERB
american_scientific_journal-12036	90	23	assess	assess	VERB
american_scientific_journal-12036	90	24	the	the	DET
american_scientific_journal-12036	90	25	regulatory	regulatory	ADJ
american_scientific_journal-12036	90	26	or	or	CCONJ
american_scientific_journal-12036	90	27	scientific	scientific	ADJ
american_scientific_journal-12036	90	28	cost	cost	NOUN
american_scientific_journal-12036	90	29	of	of	ADP
american_scientific_journal-12036	90	30	errors	error	NOUN
american_scientific_journal-12036	90	31	.	.	PUNCT
american_scientific_journal-12036	91	1	identifier	identifier	NOUN
american_scientific_journal-12036	91	2	mismatches	mismatch	NOUN
american_scientific_journal-12036	91	3	,	,	PUNCT
american_scientific_journal-12036	91	4	which	which	PRON
american_scientific_journal-12036	91	5	lead	lead	VERB
american_scientific_journal-12036	91	6	to	to	ADP
american_scientific_journal-12036	91	7	analysis	analysis	NOUN
american_scientific_journal-12036	91	8	divergence	divergence	NOUN
american_scientific_journal-12036	91	9	or	or	CCONJ
american_scientific_journal-12036	91	10	delays	delay	NOUN
american_scientific_journal-12036	91	11	in	in	ADP
american_scientific_journal-12036	91	12	publication	publication	NOUN
american_scientific_journal-12036	91	13	,	,	PUNCT
american_scientific_journal-12036	91	14	highlight	highlight	VERB
american_scientific_journal-12036	91	15	the	the	DET
american_scientific_journal-12036	91	16	importance	importance	NOUN
american_scientific_journal-12036	91	17	of	of	ADP
american_scientific_journal-12036	91	18	master	master	NOUN
american_scientific_journal-12036	91	19	data	datum	NOUN
american_scientific_journal-12036	91	20	and	and	CCONJ
american_scientific_journal-12036	91	21	thus	thus	ADV
american_scientific_journal-12036	91	22	push	push	VERB
american_scientific_journal-12036	91	23	it	it	PRON
american_scientific_journal-12036	91	24	to	to	ADP
american_scientific_journal-12036	91	25	the	the	DET
american_scientific_journal-12036	91	26	top	top	NOUN
american_scientific_journal-12036	91	27	of	of	ADP
american_scientific_journal-12036	91	28	the	the	DET
american_scientific_journal-12036	91	29	automation	automation	NOUN
american_scientific_journal-12036	91	30	queue	queue	NOUN
american_scientific_journal-12036	91	31	.	.	PUNCT
american_scientific_journal-12036	92	1	after	after	ADP
american_scientific_journal-12036	92	2	a	a	DET
american_scientific_journal-12036	92	3	prioritization	prioritization	NOUN
american_scientific_journal-12036	92	4	exercise	exercise	NOUN
american_scientific_journal-12036	92	5	,	,	PUNCT
american_scientific_journal-12036	92	6	a	a	DET
american_scientific_journal-12036	92	7	small	small	ADJ
american_scientific_journal-12036	92	8	pilot	pilot	NOUN
american_scientific_journal-12036	92	9	can	can	AUX
american_scientific_journal-12036	92	10	be	be	AUX
american_scientific_journal-12036	92	11	run	run	VERB
american_scientific_journal-12036	92	12	involving	involve	VERB
american_scientific_journal-12036	92	13	the	the	DET
american_scientific_journal-12036	92	14	three	three	NUM
american_scientific_journal-12036	92	15	most	most	ADV
american_scientific_journal-12036	92	16	representative	representative	ADJ
american_scientific_journal-12036	92	17	entities	entity	NOUN
american_scientific_journal-12036	92	18	:	:	PUNCT
american_scientific_journal-12036	92	19	experiment	experiment	NOUN
american_scientific_journal-12036	92	20	,	,	PUNCT
american_scientific_journal-12036	92	21	sample	sample	NOUN
american_scientific_journal-12036	92	22	,	,	PUNCT
american_scientific_journal-12036	92	23	and	and	CCONJ
american_scientific_journal-12036	92	24	instrument	instrument	NOUN
american_scientific_journal-12036	92	25	.	.	PUNCT
american_scientific_journal-12036	93	1	this	this	PRON
american_scientific_journal-12036	93	2	is	be	AUX
american_scientific_journal-12036	93	3	an	an	DET
american_scientific_journal-12036	93	4	end	end	NOUN
american_scientific_journal-12036	93	5	-	-	PUNCT
american_scientific_journal-12036	93	6	to	to	ADP
american_scientific_journal-12036	93	7	-	-	PUNCT
american_scientific_journal-12036	93	8	end	end	NOUN
american_scientific_journal-12036	93	9	fragment	fragment	NOUN
american_scientific_journal-12036	93	10	with	with	ADP
american_scientific_journal-12036	93	11	almost	almost	ADV
american_scientific_journal-12036	93	12	all	all	PRON
american_scientific_journal-12036	93	13	attribute	attribute	NOUN
american_scientific_journal-12036	93	14	types	type	NOUN
american_scientific_journal-12036	93	15	from	from	ADP
american_scientific_journal-12036	93	16	chronology	chronology	NOUN
american_scientific_journal-12036	93	17	to	to	ADP
american_scientific_journal-12036	93	18	chemical	chemical	NOUN
american_scientific_journal-12036	93	19	characteristics	characteristic	NOUN
american_scientific_journal-12036	93	20	,	,	PUNCT
american_scientific_journal-12036	93	21	and	and	CCONJ
american_scientific_journal-12036	93	22	therefore	therefore	ADV
american_scientific_journal-12036	93	23	will	will	AUX
american_scientific_journal-12036	93	24	quickly	quickly	ADV
american_scientific_journal-12036	93	25	show	show	VERB
american_scientific_journal-12036	93	26	the	the	DET
american_scientific_journal-12036	93	27	benefit	benefit	NOUN
american_scientific_journal-12036	93	28	that	that	PRON
american_scientific_journal-12036	93	29	can	can	AUX
american_scientific_journal-12036	93	30	be	be	AUX
american_scientific_journal-12036	93	31	accrued	accrue	VERB
american_scientific_journal-12036	93	32	from	from	ADP
american_scientific_journal-12036	93	33	matching	match	VERB
american_scientific_journal-12036	93	34	algorithms	algorithm	NOUN
american_scientific_journal-12036	93	35	and	and	CCONJ
american_scientific_journal-12036	93	36	active	active	ADJ
american_scientific_journal-12036	93	37	learning	learning	NOUN
american_scientific_journal-12036	93	38	.	.	PUNCT
american_scientific_journal-12036	94	1	observable	observable	ADJ
american_scientific_journal-12036	94	2	reductions	reduction	NOUN
american_scientific_journal-12036	94	3	in	in	ADP
american_scientific_journal-12036	94	4	manual	manual	ADJ
american_scientific_journal-12036	94	5	cleansing	cleansing	NOUN
american_scientific_journal-12036	94	6	,	,	PUNCT
american_scientific_journal-12036	94	7	faster	fast	ADJ
american_scientific_journal-12036	94	8	registration	registration	NOUN
american_scientific_journal-12036	94	9	of	of	ADP
american_scientific_journal-12036	94	10	new	new	ADJ
american_scientific_journal-12036	94	11	samples	sample	NOUN
american_scientific_journal-12036	94	12	,	,	PUNCT
american_scientific_journal-12036	94	13	and	and	CCONJ
american_scientific_journal-12036	94	14	disappearance	disappearance	NOUN
american_scientific_journal-12036	94	15	of	of	ADP
american_scientific_journal-12036	94	16	duplicate	duplicate	NOUN
american_scientific_journal-12036	94	17	rows	row	NOUN
american_scientific_journal-12036	94	18	convince	convince	VERB
american_scientific_journal-12036	94	19	research	research	NOUN
american_scientific_journal-12036	94	20	groups	group	NOUN
american_scientific_journal-12036	94	21	to	to	PART
american_scientific_journal-12036	94	22	support	support	VERB
american_scientific_journal-12036	94	23	further	further	ADJ
american_scientific_journal-12036	94	24	platform	platform	NOUN
american_scientific_journal-12036	94	25	development	development	NOUN
american_scientific_journal-12036	94	26	.	.	PUNCT
american_scientific_journal-12036	95	1	once	once	ADV
american_scientific_journal-12036	95	2	the	the	DET
american_scientific_journal-12036	95	3	minimum	minimum	PROPN
american_scientific_journal-12036	95	4	loop	loop	NOUN
american_scientific_journal-12036	95	5	operates	operate	VERB
american_scientific_journal-12036	95	6	stably	stably	ADV
american_scientific_journal-12036	95	7	,	,	PUNCT
american_scientific_journal-12036	95	8	the	the	DET
american_scientific_journal-12036	95	9	team	team	NOUN
american_scientific_journal-12036	95	10	expands	expand	VERB
american_scientific_journal-12036	95	11	the	the	DET
american_scientific_journal-12036	95	12	taxonomy	taxonomy	NOUN
american_scientific_journal-12036	95	13	,	,	PUNCT
american_scientific_journal-12036	95	14	releases	release	VERB
american_scientific_journal-12036	95	15	service	service	NOUN
american_scientific_journal-12036	95	16	interface	interface	NOUN
american_scientific_journal-12036	95	17	version	version	NOUN
american_scientific_journal-12036	95	18	one	one	NUM
american_scientific_journal-12036	95	19	,	,	PUNCT
american_scientific_journal-12036	95	20	and	and	CCONJ
american_scientific_journal-12036	95	21	integrates	integrate	VERB
american_scientific_journal-12036	95	22	it	it	PRON
american_scientific_journal-12036	95	23	with	with	ADP
american_scientific_journal-12036	95	24	analytic	analytic	ADJ
american_scientific_journal-12036	95	25	pipelines	pipeline	NOUN
american_scientific_journal-12036	95	26	,	,	PUNCT
american_scientific_journal-12036	95	27	where	where	SCONJ
american_scientific_journal-12036	95	28	models	model	NOUN
american_scientific_journal-12036	95	29	and	and	CCONJ
american_scientific_journal-12036	95	30	reports	report	NOUN
american_scientific_journal-12036	95	31	begin	begin	VERB
american_scientific_journal-12036	95	32	to	to	PART
american_scientific_journal-12036	95	33	request	request	VERB
american_scientific_journal-12036	95	34	only	only	ADV
american_scientific_journal-12036	95	35	golden	golden	ADJ
american_scientific_journal-12036	95	36	records	record	NOUN
american_scientific_journal-12036	95	37	.	.	PUNCT
american_scientific_journal-12036	96	1	at	at	ADP
american_scientific_journal-12036	96	2	each	each	DET
american_scientific_journal-12036	96	3	addition	addition	NOUN
american_scientific_journal-12036	96	4	of	of	ADP
american_scientific_journal-12036	96	5	a	a	DET
american_scientific_journal-12036	96	6	new	new	ADJ
american_scientific_journal-12036	96	7	domain	domain	NOUN
american_scientific_journal-12036	96	8	area	area	NOUN
american_scientific_journal-12036	96	9	,	,	PUNCT
american_scientific_journal-12036	96	10	quality	quality	NOUN
american_scientific_journal-12036	96	11	maturity	maturity	NOUN
american_scientific_journal-12036	96	12	metrics	metric	NOUN
american_scientific_journal-12036	96	13	become	become	VERB
american_scientific_journal-12036	96	14	a	a	DET
american_scientific_journal-12036	96	15	condition	condition	NOUN
american_scientific_journal-12036	96	16	for	for	ADP
american_scientific_journal-12036	96	17	production	production	NOUN
american_scientific_journal-12036	96	18	release	release	NOUN
american_scientific_journal-12036	96	19	.	.	PUNCT
american_scientific_journal-12036	97	1	that	that	PRON
american_scientific_journal-12036	97	2	is	be	AUX
american_scientific_journal-12036	97	3	how	how	SCONJ
american_scientific_journal-12036	97	4	a	a	DET
american_scientific_journal-12036	97	5	single	single	ADJ
american_scientific_journal-12036	97	6	data	data	NOUN
american_scientific_journal-12036	97	7	fabric	fabric	NOUN
american_scientific_journal-12036	97	8	slowly	slowly	ADV
american_scientific_journal-12036	97	9	comes	come	VERB
american_scientific_journal-12036	97	10	up	up	ADP
american_scientific_journal-12036	97	11	;	;	PUNCT
american_scientific_journal-12036	97	12	every	every	DET
american_scientific_journal-12036	97	13	task	task	NOUN
american_scientific_journal-12036	97	14	,	,	PUNCT
american_scientific_journal-12036	97	15	lab	lab	NOUN
american_scientific_journal-12036	97	16	book	book	NOUN
american_scientific_journal-12036	97	17	,	,	PUNCT
american_scientific_journal-12036	97	18	and	and	CCONJ
american_scientific_journal-12036	97	19	tool	tool	NOUN
american_scientific_journal-12036	97	20	links	link	NOUN
american_scientific_journal-12036	97	21	itself	itself	PRON
american_scientific_journal-12036	97	22	to	to	ADP
american_scientific_journal-12036	97	23	the	the	DET
american_scientific_journal-12036	97	24	main	main	ADJ
american_scientific_journal-12036	97	25	center	center	NOUN
american_scientific_journal-12036	97	26	and	and	CCONJ
american_scientific_journal-12036	97	27	gets	get	VERB
american_scientific_journal-12036	97	28	a	a	DET
american_scientific_journal-12036	97	29	trusted	trust	VERB
american_scientific_journal-12036	97	30	background	background	NOUN
american_scientific_journal-12036	97	31	right	right	ADV
american_scientific_journal-12036	97	32	away	away	ADV
american_scientific_journal-12036	97	33	for	for	ADP
american_scientific_journal-12036	97	34	numbers	number	NOUN
american_scientific_journal-12036	97	35	,	,	PUNCT
american_scientific_journal-12036	97	36	pictures	picture	NOUN
american_scientific_journal-12036	97	37	,	,	PUNCT
american_scientific_journal-12036	97	38	and	and	CCONJ
american_scientific_journal-12036	97	39	smart	smart	ADJ
american_scientific_journal-12036	97	40	help	help	NOUN
american_scientific_journal-12036	97	41	.	.	PUNCT
american_scientific_journal-12036	98	1	probabilistic	probabilistic	ADJ
american_scientific_journal-12036	98	2	algorithms	algorithm	NOUN
american_scientific_journal-12036	98	3	can	can	AUX
american_scientific_journal-12036	98	4	never	never	ADV
american_scientific_journal-12036	98	5	reassure	reassure	VERB
american_scientific_journal-12036	98	6	pessimists	pessimist	NOUN
american_scientific_journal-12036	98	7	that	that	SCONJ
american_scientific_journal-12036	98	8	they	they	PRON
american_scientific_journal-12036	98	9	are	be	AUX
american_scientific_journal-12036	98	10	not	not	PART
american_scientific_journal-12036	98	11	creating	create	VERB
american_scientific_journal-12036	98	12	erroneous	erroneous	ADJ
american_scientific_journal-12036	98	13	merges	merge	NOUN
american_scientific_journal-12036	98	14	,	,	PUNCT
american_scientific_journal-12036	98	15	particularly	particularly	ADV
american_scientific_journal-12036	98	16	when	when	SCONJ
american_scientific_journal-12036	98	17	a	a	DET
american_scientific_journal-12036	98	18	difference	difference	NOUN
american_scientific_journal-12036	98	19	between	between	ADP
american_scientific_journal-12036	98	20	samples	sample	NOUN
american_scientific_journal-12036	98	21	is	be	AUX
american_scientific_journal-12036	98	22	both	both	CCONJ
american_scientific_journal-12036	98	23	rare	rare	ADJ
american_scientific_journal-12036	98	24	and	and	CCONJ
american_scientific_journal-12036	98	25	functionally	functionally	ADV
american_scientific_journal-12036	98	26	significant	significant	ADJ
american_scientific_journal-12036	98	27	.	.	PUNCT
american_scientific_journal-12036	99	1	if	if	SCONJ
american_scientific_journal-12036	99	2	such	such	ADJ
american_scientific_journal-12036	99	3	differences	difference	NOUN
american_scientific_journal-12036	99	4	are	be	AUX
american_scientific_journal-12036	99	5	merged	merge	VERB
american_scientific_journal-12036	99	6	out	out	ADP
american_scientific_journal-12036	99	7	of	of	ADP
american_scientific_journal-12036	99	8	existence	existence	NOUN
american_scientific_journal-12036	99	9	,	,	PUNCT
american_scientific_journal-12036	99	10	the	the	DET
american_scientific_journal-12036	99	11	downstream	downstream	ADJ
american_scientific_journal-12036	99	12	analysis	analysis	NOUN
american_scientific_journal-12036	99	13	inherits	inherit	VERB
american_scientific_journal-12036	99	14	an	an	DET
american_scientific_journal-12036	99	15	inappropriate	inappropriate	ADJ
american_scientific_journal-12036	99	16	context	context	NOUN
american_scientific_journal-12036	99	17	,	,	PUNCT
american_scientific_journal-12036	99	18	and	and	CCONJ
american_scientific_journal-12036	99	19	the	the	DET
american_scientific_journal-12036	99	20	experiment	experiment	NOUN
american_scientific_journal-12036	99	21	can	can	AUX
american_scientific_journal-12036	99	22	not	not	PART
american_scientific_journal-12036	99	23	be	be	AUX
american_scientific_journal-12036	99	24	rerun	rerun	VERB
american_scientific_journal-12036	99	25	to	to	PART
american_scientific_journal-12036	99	26	correct	correct	VERB
american_scientific_journal-12036	99	27	the	the	DET
american_scientific_journal-12036	99	28	oversight	oversight	NOUN
american_scientific_journal-12036	99	29	.	.	PUNCT
american_scientific_journal-12036	100	1	therefore	therefore	ADV
american_scientific_journal-12036	100	2	,	,	PUNCT
american_scientific_journal-12036	100	3	confidence	confidence	NOUN
american_scientific_journal-12036	100	4	thresholds	threshold	NOUN
american_scientific_journal-12036	100	5	for	for	ADP
american_scientific_journal-12036	100	6	automatic	automatic	ADJ
american_scientific_journal-12036	100	7	merging	merging	NOUN
american_scientific_journal-12036	100	8	must	must	AUX
american_scientific_journal-12036	100	9	be	be	AUX
american_scientific_journal-12036	100	10	dynamic	dynamic	ADJ
american_scientific_journal-12036	100	11	.	.	PUNCT
american_scientific_journal-12036	101	1	with	with	ADP
american_scientific_journal-12036	101	2	the	the	DET
american_scientific_journal-12036	101	3	increasing	increase	VERB
american_scientific_journal-12036	101	4	cost	cost	NOUN
american_scientific_journal-12036	101	5	of	of	ADP
american_scientific_journal-12036	101	6	potential	potential	ADJ
american_scientific_journal-12036	101	7	error	error	NOUN
american_scientific_journal-12036	101	8	,	,	PUNCT
american_scientific_journal-12036	101	9	the	the	DET
american_scientific_journal-12036	101	10	system	system	NOUN
american_scientific_journal-12036	101	11	has	have	VERB
american_scientific_journal-12036	101	12	to	to	PART
american_scientific_journal-12036	101	13	slow	slow	VERB
american_scientific_journal-12036	101	14	down	down	ADP
american_scientific_journal-12036	101	15	by	by	ADP
american_scientific_journal-12036	101	16	passing	pass	VERB
american_scientific_journal-12036	101	17	more	more	ADJ
american_scientific_journal-12036	101	18	of	of	ADP
american_scientific_journal-12036	101	19	the	the	DET
american_scientific_journal-12036	101	20	borderline	borderline	NOUN
american_scientific_journal-12036	101	21	cases	case	NOUN
american_scientific_journal-12036	101	22	into	into	ADP
american_scientific_journal-12036	101	23	the	the	DET
american_scientific_journal-12036	101	24	manual	manual	ADJ
american_scientific_journal-12036	101	25	queue	queue	NOUN
american_scientific_journal-12036	101	26	,	,	PUNCT
american_scientific_journal-12036	101	27	thereby	thereby	ADV
american_scientific_journal-12036	101	28	making	make	VERB
american_scientific_journal-12036	101	29	a	a	DET
american_scientific_journal-12036	101	30	trade	trade	NOUN
american_scientific_journal-12036	101	31	-	-	PUNCT
american_scientific_journal-12036	101	32	off	off	NOUN
american_scientific_journal-12036	101	33	between	between	ADP
american_scientific_journal-12036	101	34	speed	speed	NOUN
american_scientific_journal-12036	101	35	and	and	CCONJ
american_scientific_journal-12036	101	36	accuracy	accuracy	NOUN
american_scientific_journal-12036	101	37	.	.	PUNCT
american_scientific_journal-12036	102	1	american	american	ADJ
american_scientific_journal-12036	102	2	academic	academic	ADJ
american_scientific_journal-12036	102	3	scientific	scientific	ADJ
american_scientific_journal-12036	102	4	research	research	NOUN
american_scientific_journal-12036	102	5	journal	journal	NOUN
american_scientific_journal-12036	102	6	for	for	ADP
american_scientific_journal-12036	102	7	engineering	engineering	NOUN
american_scientific_journal-12036	102	8	,	,	PUNCT
american_scientific_journal-12036	102	9	technology	technology	NOUN
american_scientific_journal-12036	102	10	,	,	PUNCT
american_scientific_journal-12036	102	11	and	and	CCONJ
american_scientific_journal-12036	102	12	sciences	science	NOUN
american_scientific_journal-12036	102	13	(	(	PUNCT
american_scientific_journal-12036	102	14	asrjets	asrjet	NOUN
american_scientific_journal-12036	102	15	)	)	PUNCT
american_scientific_journal-12036	102	16	volume	volume	NOUN
american_scientific_journal-12036	102	17	103	103	NUM
american_scientific_journal-12036	102	18	,	,	PUNCT
american_scientific_journal-12036	102	19	no	no	DET
american_scientific_journal-12036	102	20	1	1	NUM
american_scientific_journal-12036	102	21	,	,	PUNCT
american_scientific_journal-12036	102	22	pp	pp	ADV
american_scientific_journal-12036	102	23	115	115	NUM
american_scientific_journal-12036	102	24	-	-	SYM
american_scientific_journal-12036	102	25	124	124	NUM
american_scientific_journal-12036	102	26	122	122	NUM
american_scientific_journal-12036	102	27	data	datum	NOUN
american_scientific_journal-12036	102	28	quality	quality	NOUN
american_scientific_journal-12036	102	29	is	be	AUX
american_scientific_journal-12036	102	30	limited	limit	VERB
american_scientific_journal-12036	102	31	not	not	PART
american_scientific_journal-12036	102	32	just	just	ADV
american_scientific_journal-12036	102	33	by	by	ADP
american_scientific_journal-12036	102	34	current	current	ADJ
american_scientific_journal-12036	102	35	streams	stream	NOUN
american_scientific_journal-12036	102	36	but	but	CCONJ
american_scientific_journal-12036	102	37	by	by	ADP
american_scientific_journal-12036	102	38	years	year	NOUN
american_scientific_journal-12036	102	39	of	of	ADP
american_scientific_journal-12036	102	40	records	record	NOUN
american_scientific_journal-12036	102	41	that	that	PRON
american_scientific_journal-12036	102	42	remain	remain	VERB
american_scientific_journal-12036	102	43	unreviewed	unreviewed	ADJ
american_scientific_journal-12036	102	44	.	.	PUNCT
american_scientific_journal-12036	103	1	network	network	NOUN
american_scientific_journal-12036	103	2	drive	drive	NOUN
american_scientific_journal-12036	103	3	files	file	NOUN
american_scientific_journal-12036	103	4	,	,	PUNCT
american_scientific_journal-12036	103	5	old	old	ADJ
american_scientific_journal-12036	103	6	instrument	instrument	NOUN
american_scientific_journal-12036	103	7	formats	format	NOUN
american_scientific_journal-12036	103	8	,	,	PUNCT
american_scientific_journal-12036	103	9	and	and	CCONJ
american_scientific_journal-12036	103	10	scripts	script	NOUN
american_scientific_journal-12036	103	11	known	know	VERB
american_scientific_journal-12036	103	12	only	only	ADV
american_scientific_journal-12036	103	13	to	to	ADP
american_scientific_journal-12036	103	14	their	their	PRON
american_scientific_journal-12036	103	15	creators	creator	NOUN
american_scientific_journal-12036	103	16	turn	turn	VERB
american_scientific_journal-12036	103	17	into	into	ADP
american_scientific_journal-12036	103	18	unseen	unseen	ADJ
american_scientific_journal-12036	103	19	sources	source	NOUN
american_scientific_journal-12036	103	20	where	where	SCONJ
american_scientific_journal-12036	103	21	mistakes	mistake	NOUN
american_scientific_journal-12036	103	22	come	come	VERB
american_scientific_journal-12036	103	23	into	into	ADP
american_scientific_journal-12036	103	24	the	the	DET
american_scientific_journal-12036	103	25	main	main	ADJ
american_scientific_journal-12036	103	26	center	center	NOUN
american_scientific_journal-12036	103	27	during	during	ADP
american_scientific_journal-12036	103	28	the	the	DET
american_scientific_journal-12036	103	29	first	first	ADJ
american_scientific_journal-12036	103	30	project	project	NOUN
american_scientific_journal-12036	103	31	move	move	NOUN
american_scientific_journal-12036	103	32	.	.	PUNCT
american_scientific_journal-12036	104	1	this	this	DET
american_scientific_journal-12036	104	2	debt	debt	NOUN
american_scientific_journal-12036	104	3	information	information	NOUN
american_scientific_journal-12036	104	4	needs	need	VERB
american_scientific_journal-12036	104	5	to	to	PART
american_scientific_journal-12036	104	6	be	be	AUX
american_scientific_journal-12036	104	7	fixed	fix	VERB
american_scientific_journal-12036	104	8	by	by	ADP
american_scientific_journal-12036	104	9	pulling	pull	VERB
american_scientific_journal-12036	104	10	it	it	PRON
american_scientific_journal-12036	104	11	out	out	ADP
american_scientific_journal-12036	104	12	step	step	NOUN
american_scientific_journal-12036	104	13	by	by	ADP
american_scientific_journal-12036	104	14	step	step	NOUN
american_scientific_journal-12036	104	15	,	,	PUNCT
american_scientific_journal-12036	104	16	standardizing	standardize	VERB
american_scientific_journal-12036	104	17	it	it	PRON
american_scientific_journal-12036	104	18	,	,	PUNCT
american_scientific_journal-12036	104	19	and	and	CCONJ
american_scientific_journal-12036	104	20	marking	mark	VERB
american_scientific_journal-12036	104	21	it	it	PRON
american_scientific_journal-12036	104	22	with	with	ADP
american_scientific_journal-12036	104	23	a	a	DET
american_scientific_journal-12036	104	24	confidence	confidence	NOUN
american_scientific_journal-12036	104	25	level	level	NOUN
american_scientific_journal-12036	104	26	so	so	SCONJ
american_scientific_journal-12036	104	27	that	that	SCONJ
american_scientific_journal-12036	104	28	later	later	ADV
american_scientific_journal-12036	104	29	checking	check	VERB
american_scientific_journal-12036	104	30	can	can	AUX
american_scientific_journal-12036	104	31	remove	remove	VERB
american_scientific_journal-12036	104	32	doubtful	doubtful	ADJ
american_scientific_journal-12036	104	33	lines	line	NOUN
american_scientific_journal-12036	104	34	before	before	ADP
american_scientific_journal-12036	104	35	the	the	DET
american_scientific_journal-12036	104	36	last	last	ADJ
american_scientific_journal-12036	104	37	check	check	NOUN
american_scientific_journal-12036	104	38	.	.	PUNCT
american_scientific_journal-12036	105	1	until	until	SCONJ
american_scientific_journal-12036	105	2	this	this	DET
american_scientific_journal-12036	105	3	layer	layer	NOUN
american_scientific_journal-12036	105	4	is	be	AUX
american_scientific_journal-12036	105	5	cleaned	clean	VERB
american_scientific_journal-12036	105	6	up	up	ADP
american_scientific_journal-12036	105	7	,	,	PUNCT
american_scientific_journal-12036	105	8	maturity	maturity	NOUN
american_scientific_journal-12036	105	9	metrics	metric	NOUN
american_scientific_journal-12036	105	10	will	will	AUX
american_scientific_journal-12036	105	11	show	show	VERB
american_scientific_journal-12036	105	12	fake	fake	ADJ
american_scientific_journal-12036	105	13	progress	progress	NOUN
american_scientific_journal-12036	105	14	,	,	PUNCT
american_scientific_journal-12036	105	15	and	and	CCONJ
american_scientific_journal-12036	105	16	automatic	automatic	ADJ
american_scientific_journal-12036	105	17	choices	choice	NOUN
american_scientific_journal-12036	105	18	will	will	AUX
american_scientific_journal-12036	105	19	work	work	VERB
american_scientific_journal-12036	105	20	with	with	ADP
american_scientific_journal-12036	105	21	missing	miss	VERB
american_scientific_journal-12036	105	22	facts	fact	NOUN
american_scientific_journal-12036	105	23	.	.	PUNCT
american_scientific_journal-12036	106	1	perfect	perfect	ADJ
american_scientific_journal-12036	106	2	technology	technology	NOUN
american_scientific_journal-12036	106	3	avails	avail	VERB
american_scientific_journal-12036	106	4	nothing	nothing	PRON
american_scientific_journal-12036	106	5	if	if	SCONJ
american_scientific_journal-12036	106	6	scientists	scientist	NOUN
american_scientific_journal-12036	106	7	are	be	AUX
american_scientific_journal-12036	106	8	hesitant	hesitant	ADJ
american_scientific_journal-12036	106	9	to	to	PART
american_scientific_journal-12036	106	10	give	give	VERB
american_scientific_journal-12036	106	11	up	up	ADP
american_scientific_journal-12036	106	12	control	control	NOUN
american_scientific_journal-12036	106	13	.	.	PUNCT
american_scientific_journal-12036	107	1	the	the	DET
american_scientific_journal-12036	107	2	reasons	reason	NOUN
american_scientific_journal-12036	107	3	are	be	AUX
american_scientific_journal-12036	107	4	model	model	NOUN
american_scientific_journal-12036	107	5	opacity	opacity	NOUN
american_scientific_journal-12036	107	6	,	,	PUNCT
american_scientific_journal-12036	107	7	concomitant	concomitant	ADJ
american_scientific_journal-12036	107	8	fear	fear	NOUN
american_scientific_journal-12036	107	9	of	of	ADP
american_scientific_journal-12036	107	10	loss	loss	NOUN
american_scientific_journal-12036	107	11	of	of	ADP
american_scientific_journal-12036	107	12	expert	expert	NOUN
american_scientific_journal-12036	107	13	authority	authority	NOUN
american_scientific_journal-12036	107	14	,	,	PUNCT
american_scientific_journal-12036	107	15	and	and	CCONJ
american_scientific_journal-12036	107	16	fear	fear	VERB
american_scientific_journal-12036	107	17	that	that	SCONJ
american_scientific_journal-12036	107	18	binary	binary	ADJ
american_scientific_journal-12036	107	19	decisions	decision	NOUN
american_scientific_journal-12036	107	20	from	from	ADP
american_scientific_journal-12036	107	21	machines	machine	NOUN
american_scientific_journal-12036	107	22	will	will	AUX
american_scientific_journal-12036	107	23	operate	operate	VERB
american_scientific_journal-12036	107	24	outside	outside	ADP
american_scientific_journal-12036	107	25	the	the	DET
american_scientific_journal-12036	107	26	biological	biological	ADJ
american_scientific_journal-12036	107	27	context	context	NOUN
american_scientific_journal-12036	107	28	.	.	PUNCT
american_scientific_journal-12036	108	1	it	it	PRON
american_scientific_journal-12036	108	2	has	have	VERB
american_scientific_journal-12036	108	3	to	to	PART
american_scientific_journal-12036	108	4	express	express	VERB
american_scientific_journal-12036	108	5	its	its	PRON
american_scientific_journal-12036	108	6	matching	match	VERB
american_scientific_journal-12036	108	7	logic	logic	NOUN
american_scientific_journal-12036	108	8	with	with	ADP
american_scientific_journal-12036	108	9	understandable	understandable	ADJ
american_scientific_journal-12036	108	10	features	feature	NOUN
american_scientific_journal-12036	108	11	,	,	PUNCT
american_scientific_journal-12036	108	12	allow	allow	VERB
american_scientific_journal-12036	108	13	the	the	DET
american_scientific_journal-12036	108	14	researcher	researcher	NOUN
american_scientific_journal-12036	108	15	to	to	PART
american_scientific_journal-12036	108	16	make	make	VERB
american_scientific_journal-12036	108	17	the	the	DET
american_scientific_journal-12036	108	18	final	final	ADJ
american_scientific_journal-12036	108	19	adjustment	adjustment	NOUN
american_scientific_journal-12036	108	20	,	,	PUNCT
american_scientific_journal-12036	108	21	and	and	CCONJ
american_scientific_journal-12036	108	22	show	show	VERB
american_scientific_journal-12036	108	23	tangible	tangible	ADJ
american_scientific_journal-12036	108	24	time	time	NOUN
american_scientific_journal-12036	108	25	savings	saving	NOUN
american_scientific_journal-12036	108	26	upfront	upfront	VERB
american_scientific_journal-12036	108	27	to	to	PART
american_scientific_journal-12036	108	28	break	break	VERB
american_scientific_journal-12036	108	29	such	such	ADJ
american_scientific_journal-12036	108	30	cultural	cultural	ADJ
american_scientific_journal-12036	108	31	resistance	resistance	NOUN
american_scientific_journal-12036	108	32	.	.	PUNCT
american_scientific_journal-12036	109	1	as	as	ADV
american_scientific_journal-12036	109	2	long	long	ADV
american_scientific_journal-12036	109	3	as	as	SCONJ
american_scientific_journal-12036	109	4	automation	automation	NOUN
american_scientific_journal-12036	109	5	does	do	AUX
american_scientific_journal-12036	109	6	not	not	PART
american_scientific_journal-12036	109	7	dissolve	dissolve	VERB
american_scientific_journal-12036	109	8	scientific	scientific	ADJ
american_scientific_journal-12036	109	9	responsibility	responsibility	NOUN
american_scientific_journal-12036	109	10	,	,	PUNCT
american_scientific_journal-12036	109	11	it	it	PRON
american_scientific_journal-12036	109	12	is	be	AUX
american_scientific_journal-12036	109	13	no	no	ADV
american_scientific_journal-12036	109	14	longer	long	ADV
american_scientific_journal-12036	109	15	viewed	view	VERB
american_scientific_journal-12036	109	16	as	as	ADP
american_scientific_journal-12036	109	17	a	a	DET
american_scientific_journal-12036	109	18	black	black	ADJ
american_scientific_journal-12036	109	19	box	box	NOUN
american_scientific_journal-12036	109	20	but	but	CCONJ
american_scientific_journal-12036	109	21	instead	instead	ADV
american_scientific_journal-12036	109	22	becomes	become	VERB
american_scientific_journal-12036	109	23	an	an	DET
american_scientific_journal-12036	109	24	extension	extension	NOUN
american_scientific_journal-12036	109	25	of	of	ADP
american_scientific_journal-12036	109	26	the	the	DET
american_scientific_journal-12036	109	27	laboratory	laboratory	NOUN
american_scientific_journal-12036	109	28	process	process	NOUN
american_scientific_journal-12036	109	29	.	.	PUNCT
american_scientific_journal-12036	110	1	with	with	ADP
american_scientific_journal-12036	110	2	the	the	DET
american_scientific_journal-12036	110	3	coming	come	VERB
american_scientific_journal-12036	110	4	together	together	ADV
american_scientific_journal-12036	110	5	of	of	ADP
american_scientific_journal-12036	110	6	the	the	DET
american_scientific_journal-12036	110	7	fair	fair	ADJ
american_scientific_journal-12036	110	8	method	method	NOUN
american_scientific_journal-12036	110	9	,	,	PUNCT
american_scientific_journal-12036	110	10	intake	intake	NOUN
american_scientific_journal-12036	110	11	and	and	CCONJ
american_scientific_journal-12036	110	12	cleansing	cleansing	NOUN
american_scientific_journal-12036	110	13	flows	flow	NOUN
american_scientific_journal-12036	110	14	,	,	PUNCT
american_scientific_journal-12036	110	15	the	the	DET
american_scientific_journal-12036	110	16	golden	golden	ADJ
american_scientific_journal-12036	110	17	-	-	PUNCT
american_scientific_journal-12036	110	18	record	record	NOUN
american_scientific_journal-12036	110	19	hub	hub	NOUN
american_scientific_journal-12036	110	20	,	,	PUNCT
american_scientific_journal-12036	110	21	and	and	CCONJ
american_scientific_journal-12036	110	22	self	self	NOUN
american_scientific_journal-12036	110	23	-	-	PUNCT
american_scientific_journal-12036	110	24	tuning	tune	VERB
american_scientific_journal-12036	110	25	machine	machine	NOUN
american_scientific_journal-12036	110	26	-	-	PUNCT
american_scientific_journal-12036	110	27	learning	learn	VERB
american_scientific_journal-12036	110	28	algorithms	algorithm	NOUN
american_scientific_journal-12036	110	29	it	it	PRON
american_scientific_journal-12036	110	30	is	be	AUX
american_scientific_journal-12036	110	31	what	what	PRON
american_scientific_journal-12036	110	32	automated	automate	VERB
american_scientific_journal-12036	110	33	master	master	NOUN
american_scientific_journal-12036	110	34	-	-	PUNCT
american_scientific_journal-12036	110	35	data	datum	NOUN
american_scientific_journal-12036	110	36	management	management	NOUN
american_scientific_journal-12036	110	37	relays	relay	NOUN
american_scientific_journal-12036	110	38	to	to	PART
american_scientific_journal-12036	110	39	change	change	VERB
american_scientific_journal-12036	110	40	fragmented	fragmented	ADJ
american_scientific_journal-12036	110	41	research	research	NOUN
american_scientific_journal-12036	110	42	landscapes	landscape	NOUN
american_scientific_journal-12036	110	43	into	into	ADP
american_scientific_journal-12036	110	44	one	one	NUM
american_scientific_journal-12036	110	45	verifiable	verifiable	ADJ
american_scientific_journal-12036	110	46	and	and	CCONJ
american_scientific_journal-12036	110	47	repeatable	repeatable	ADJ
american_scientific_journal-12036	110	48	ecosystem	ecosystem	NOUN
american_scientific_journal-12036	110	49	quality	quality	NOUN
american_scientific_journal-12036	110	50	measured	measure	VERB
american_scientific_journal-12036	110	51	in	in	ADP
american_scientific_journal-12036	110	52	real	real	ADJ
american_scientific_journal-12036	110	53	time	time	NOUN
american_scientific_journal-12036	110	54	with	with	ADP
american_scientific_journal-12036	110	55	risks	risk	NOUN
american_scientific_journal-12036	110	56	fully	fully	ADV
american_scientific_journal-12036	110	57	transparent	transparent	ADJ
american_scientific_journal-12036	110	58	and	and	CCONJ
american_scientific_journal-12036	110	59	scientists	scientist	NOUN
american_scientific_journal-12036	110	60	releasing	release	VERB
american_scientific_journal-12036	110	61	resources	resource	NOUN
american_scientific_journal-12036	110	62	for	for	ADP
american_scientific_journal-12036	110	63	creative	creative	ADJ
american_scientific_journal-12036	110	64	work	work	NOUN
american_scientific_journal-12036	110	65	;	;	PUNCT
american_scientific_journal-12036	110	66	what	what	PRON
american_scientific_journal-12036	110	67	remains	remain	VERB
american_scientific_journal-12036	110	68	as	as	ADP
american_scientific_journal-12036	110	69	constraints	constraint	NOUN
american_scientific_journal-12036	110	70	in	in	ADP
american_scientific_journal-12036	110	71	false	false	ADJ
american_scientific_journal-12036	110	72	merges	merge	NOUN
american_scientific_journal-12036	110	73	,	,	PUNCT
american_scientific_journal-12036	110	74	archival	archival	VERB
american_scientific_journal-12036	110	75	debt	debt	NOUN
american_scientific_journal-12036	110	76	,	,	PUNCT
american_scientific_journal-12036	110	77	plus	plus	CCONJ
american_scientific_journal-12036	110	78	cultural	cultural	ADJ
american_scientific_journal-12036	110	79	barriers	barrier	NOUN
american_scientific_journal-12036	110	80	is	be	AUX
american_scientific_journal-12036	110	81	the	the	DET
american_scientific_journal-12036	110	82	next	next	ADJ
american_scientific_journal-12036	110	83	frontiers	frontier	NOUN
american_scientific_journal-12036	110	84	for	for	ADP
american_scientific_journal-12036	110	85	improvement	improvement	NOUN
american_scientific_journal-12036	110	86	that	that	PRON
american_scientific_journal-12036	110	87	will	will	AUX
american_scientific_journal-12036	110	88	be	be	AUX
american_scientific_journal-12036	110	89	discussed	discuss	VERB
american_scientific_journal-12036	110	90	in	in	ADP
american_scientific_journal-12036	110	91	the	the	DET
american_scientific_journal-12036	110	92	conclusion	conclusion	NOUN
american_scientific_journal-12036	110	93	.	.	PUNCT
american_scientific_journal-12036	111	1	the	the	DET
american_scientific_journal-12036	111	2	study	study	NOUN
american_scientific_journal-12036	111	3	’s	’s	PART
american_scientific_journal-12036	111	4	findings	finding	NOUN
american_scientific_journal-12036	111	5	indicate	indicate	VERB
american_scientific_journal-12036	111	6	notable	notable	ADJ
american_scientific_journal-12036	111	7	operational	operational	ADJ
american_scientific_journal-12036	111	8	advantages	advantage	NOUN
american_scientific_journal-12036	111	9	from	from	ADP
american_scientific_journal-12036	111	10	integrating	integrate	VERB
american_scientific_journal-12036	111	11	fair	fair	ADJ
american_scientific_journal-12036	111	12	principles	principle	NOUN
american_scientific_journal-12036	111	13	with	with	ADP
american_scientific_journal-12036	111	14	a	a	DET
american_scientific_journal-12036	111	15	layered	layered	ADJ
american_scientific_journal-12036	111	16	mdm	mdm	NOUN
american_scientific_journal-12036	111	17	architecture	architecture	NOUN
american_scientific_journal-12036	111	18	:	:	PUNCT
american_scientific_journal-12036	111	19	reported	report	VERB
american_scientific_journal-12036	111	20	reductions	reduction	NOUN
american_scientific_journal-12036	111	21	in	in	ADP
american_scientific_journal-12036	111	22	duplicate	duplicate	ADJ
american_scientific_journal-12036	111	23	records	record	NOUN
american_scientific_journal-12036	111	24	(	(	PUNCT
american_scientific_journal-12036	111	25	≈37	≈37	NOUN
american_scientific_journal-12036	111	26	%	%	NOUN
american_scientific_journal-12036	111	27	)	)	PUNCT
american_scientific_journal-12036	111	28	,	,	PUNCT
american_scientific_journal-12036	111	29	a	a	DET
american_scientific_journal-12036	111	30	decline	decline	NOUN
american_scientific_journal-12036	111	31	in	in	ADP
american_scientific_journal-12036	111	32	manual	manual	ADJ
american_scientific_journal-12036	111	33	data	data	NOUN
american_scientific_journal-12036	111	34	-	-	PUNCT
american_scientific_journal-12036	111	35	cleansing	cleanse	VERB
american_scientific_journal-12036	111	36	time	time	NOUN
american_scientific_journal-12036	111	37	to	to	ADP
american_scientific_journal-12036	111	38	roughly	roughly	ADV
american_scientific_journal-12036	111	39	26	26	NUM
american_scientific_journal-12036	111	40	%	%	NOUN
american_scientific_journal-12036	111	41	of	of	ADP
american_scientific_journal-12036	111	42	working	work	VERB
american_scientific_journal-12036	111	43	hours	hour	NOUN
american_scientific_journal-12036	111	44	,	,	PUNCT
american_scientific_journal-12036	111	45	and	and	CCONJ
american_scientific_journal-12036	111	46	an	an	DET
american_scientific_journal-12036	111	47	acceleration	acceleration	NOUN
american_scientific_journal-12036	111	48	of	of	ADP
american_scientific_journal-12036	111	49	ml	ml	NOUN
american_scientific_journal-12036	111	50	pipeline	pipeline	NOUN
american_scientific_journal-12036	111	51	integration	integration	NOUN
american_scientific_journal-12036	111	52	by	by	ADP
american_scientific_journal-12036	111	53	nearly	nearly	ADV
american_scientific_journal-12036	111	54	one	one	NUM
american_scientific_journal-12036	111	55	third	third	ADJ
american_scientific_journal-12036	111	56	suggest	suggest	VERB
american_scientific_journal-12036	111	57	measurable	measurable	ADJ
american_scientific_journal-12036	111	58	improvements	improvement	NOUN
american_scientific_journal-12036	111	59	in	in	ADP
american_scientific_journal-12036	111	60	workflow	workflow	NOUN
american_scientific_journal-12036	111	61	efficiency	efficiency	NOUN
american_scientific_journal-12036	111	62	and	and	CCONJ
american_scientific_journal-12036	111	63	reduced	reduce	VERB
american_scientific_journal-12036	111	64	operational	operational	ADJ
american_scientific_journal-12036	111	65	costs	cost	NOUN
american_scientific_journal-12036	111	66	.	.	PUNCT
american_scientific_journal-12036	112	1	the	the	DET
american_scientific_journal-12036	112	2	economic	economic	ADJ
american_scientific_journal-12036	112	3	estimate	estimate	NOUN
american_scientific_journal-12036	112	4	(	(	PUNCT
american_scientific_journal-12036	112	5	≥	≥	NOUN
american_scientific_journal-12036	112	6	eur	eur	NOUN
american_scientific_journal-12036	112	7	10.2	10.2	NUM
american_scientific_journal-12036	112	8	billion	billion	NUM
american_scientific_journal-12036	112	9	per	per	ADP
american_scientific_journal-12036	112	10	year	year	NOUN
american_scientific_journal-12036	112	11	for	for	ADP
american_scientific_journal-12036	112	12	the	the	DET
american_scientific_journal-12036	112	13	eu	eu	PROPN
american_scientific_journal-12036	112	14	)	)	PUNCT
american_scientific_journal-12036	112	15	underscores	underscore	VERB
american_scientific_journal-12036	112	16	the	the	DET
american_scientific_journal-12036	112	17	potential	potential	ADJ
american_scientific_journal-12036	112	18	scale	scale	NOUN
american_scientific_journal-12036	112	19	of	of	ADP
american_scientific_journal-12036	112	20	benefit	benefit	NOUN
american_scientific_journal-12036	112	21	;	;	PUNCT
american_scientific_journal-12036	112	22	however	however	ADV
american_scientific_journal-12036	112	23	,	,	PUNCT
american_scientific_journal-12036	112	24	these	these	DET
american_scientific_journal-12036	112	25	quantitative	quantitative	ADJ
american_scientific_journal-12036	112	26	outcomes	outcome	NOUN
american_scientific_journal-12036	112	27	should	should	AUX
american_scientific_journal-12036	112	28	be	be	AUX
american_scientific_journal-12036	112	29	interpreted	interpret	VERB
american_scientific_journal-12036	112	30	as	as	ADP
american_scientific_journal-12036	112	31	indicative	indicative	ADJ
american_scientific_journal-12036	112	32	benchmarks	benchmark	NOUN
american_scientific_journal-12036	112	33	derived	derive	VERB
american_scientific_journal-12036	112	34	from	from	ADP
american_scientific_journal-12036	112	35	reviews	review	NOUN
american_scientific_journal-12036	112	36	and	and	CCONJ
american_scientific_journal-12036	112	37	case	case	NOUN
american_scientific_journal-12036	112	38	studies	study	NOUN
american_scientific_journal-12036	112	39	,	,	PUNCT
american_scientific_journal-12036	112	40	rather	rather	ADV
american_scientific_journal-12036	112	41	than	than	ADP
american_scientific_journal-12036	112	42	from	from	ADP
american_scientific_journal-12036	112	43	randomized	randomized	ADJ
american_scientific_journal-12036	112	44	controlled	control	VERB
american_scientific_journal-12036	112	45	evaluations	evaluation	NOUN
american_scientific_journal-12036	112	46	.	.	PUNCT
american_scientific_journal-12036	113	1	mechanistically	mechanistically	ADV
american_scientific_journal-12036	113	2	,	,	PUNCT
american_scientific_journal-12036	113	3	the	the	DET
american_scientific_journal-12036	113	4	combination	combination	NOUN
american_scientific_journal-12036	113	5	of	of	ADP
american_scientific_journal-12036	113	6	probabilistic	probabilistic	ADJ
american_scientific_journal-12036	113	7	record	record	NOUN
american_scientific_journal-12036	113	8	linkage	linkage	NOUN
american_scientific_journal-12036	113	9	,	,	PUNCT
american_scientific_journal-12036	113	10	graph	graph	NOUN
american_scientific_journal-12036	113	11	embeddings	embedding	NOUN
american_scientific_journal-12036	113	12	,	,	PUNCT
american_scientific_journal-12036	113	13	and	and	CCONJ
american_scientific_journal-12036	113	14	active	active	ADJ
american_scientific_journal-12036	113	15	-	-	PUNCT
american_scientific_journal-12036	113	16	learning	learn	VERB
american_scientific_journal-12036	113	17	strategies	strategy	NOUN
american_scientific_journal-12036	113	18	appears	appear	VERB
american_scientific_journal-12036	113	19	capable	capable	ADJ
american_scientific_journal-12036	113	20	of	of	ADP
american_scientific_journal-12036	113	21	exposing	expose	VERB
american_scientific_journal-12036	113	22	concealed	conceal	VERB
american_scientific_journal-12036	113	23	duplicates	duplicate	NOUN
american_scientific_journal-12036	113	24	and	and	CCONJ
american_scientific_journal-12036	113	25	decreasing	decrease	VERB
american_scientific_journal-12036	113	26	the	the	DET
american_scientific_journal-12036	113	27	volume	volume	NOUN
american_scientific_journal-12036	113	28	of	of	ADP
american_scientific_journal-12036	113	29	manual	manual	ADJ
american_scientific_journal-12036	113	30	adjudication	adjudication	NOUN
american_scientific_journal-12036	113	31	;	;	PUNCT
american_scientific_journal-12036	113	32	survivorship	survivorship	NOUN
american_scientific_journal-12036	113	33	rules	rule	NOUN
american_scientific_journal-12036	113	34	and	and	CCONJ
american_scientific_journal-12036	113	35	provenance	provenance	NOUN
american_scientific_journal-12036	113	36	tracking	track	VERB
american_scientific_journal-12036	113	37	further	further	ADJ
american_scientific_journal-12036	113	38	support	support	NOUN
american_scientific_journal-12036	113	39	reproducibility	reproducibility	NOUN
american_scientific_journal-12036	113	40	and	and	CCONJ
american_scientific_journal-12036	113	41	auditability	auditability	NOUN
american_scientific_journal-12036	113	42	.	.	PUNCT
american_scientific_journal-12036	114	1	nevertheless	nevertheless	ADV
american_scientific_journal-12036	114	2	,	,	PUNCT
american_scientific_journal-12036	114	3	the	the	DET
american_scientific_journal-12036	114	4	approach	approach	NOUN
american_scientific_journal-12036	114	5	remains	remain	VERB
american_scientific_journal-12036	114	6	susceptible	susceptible	ADJ
american_scientific_journal-12036	114	7	to	to	ADP
american_scientific_journal-12036	114	8	erroneous	erroneous	ADJ
american_scientific_journal-12036	114	9	merges	merge	NOUN
american_scientific_journal-12036	114	10	in	in	ADP
american_scientific_journal-12036	114	11	high	high	ADJ
american_scientific_journal-12036	114	12	-	-	PUNCT
american_scientific_journal-12036	114	13	risk	risk	NOUN
american_scientific_journal-12036	114	14	scenarios	scenario	NOUN
american_scientific_journal-12036	114	15	,	,	PUNCT
american_scientific_journal-12036	114	16	and	and	CCONJ
american_scientific_journal-12036	114	17	accumulated	accumulate	VERB
american_scientific_journal-12036	114	18	archival	archival	NOUN
american_scientific_journal-12036	114	19	debt	debt	NOUN
american_scientific_journal-12036	114	20	—	—	PUNCT
american_scientific_journal-12036	114	21	heterogeneous	heterogeneous	ADJ
american_scientific_journal-12036	114	22	legacy	legacy	NOUN
american_scientific_journal-12036	114	23	formats	format	NOUN
american_scientific_journal-12036	114	24	and	and	CCONJ
american_scientific_journal-12036	114	25	undocumented	undocumented	ADJ
american_scientific_journal-12036	114	26	files	file	NOUN
american_scientific_journal-12036	114	27	—	—	PUNCT
american_scientific_journal-12036	114	28	creates	create	VERB
american_scientific_journal-12036	114	29	substantial	substantial	ADJ
american_scientific_journal-12036	114	30	remediation	remediation	NOUN
american_scientific_journal-12036	114	31	overhead	overhead	NOUN
american_scientific_journal-12036	114	32	that	that	PRON
american_scientific_journal-12036	114	33	constrains	constrain	VERB
american_scientific_journal-12036	114	34	immediate	immediate	ADJ
american_scientific_journal-12036	114	35	,	,	PUNCT
american_scientific_journal-12036	114	36	organization	organization	NOUN
american_scientific_journal-12036	114	37	-	-	PUNCT
american_scientific_journal-12036	114	38	wide	wide	ADJ
american_scientific_journal-12036	114	39	scalability	scalability	NOUN
american_scientific_journal-12036	114	40	.	.	PUNCT
american_scientific_journal-12036	115	1	practically	practically	ADV
american_scientific_journal-12036	115	2	,	,	PUNCT
american_scientific_journal-12036	115	3	the	the	DET
american_scientific_journal-12036	115	4	paper	paper	NOUN
american_scientific_journal-12036	115	5	contributes	contribute	VERB
american_scientific_journal-12036	115	6	a	a	DET
american_scientific_journal-12036	115	7	pragmatic	pragmatic	ADJ
american_scientific_journal-12036	115	8	implementation	implementation	NOUN
american_scientific_journal-12036	115	9	pathway	pathway	NOUN
american_scientific_journal-12036	115	10	(	(	PUNCT
american_scientific_journal-12036	115	11	entity	entity	NOUN
american_scientific_journal-12036	115	12	inventory	inventory	NOUN
american_scientific_journal-12036	115	13	,	,	PUNCT
american_scientific_journal-12036	115	14	three	three	NUM
american_scientific_journal-12036	115	15	-	-	PUNCT
american_scientific_journal-12036	115	16	entity	entity	NOUN
american_scientific_journal-12036	115	17	pilot	pilot	NOUN
american_scientific_journal-12036	115	18	,	,	PUNCT
american_scientific_journal-12036	115	19	incremental	incremental	ADJ
american_scientific_journal-12036	115	20	taxonomy	taxonomy	NOUN
american_scientific_journal-12036	115	21	expansion	expansion	NOUN
american_scientific_journal-12036	115	22	)	)	PUNCT
american_scientific_journal-12036	115	23	,	,	PUNCT
american_scientific_journal-12036	115	24	a	a	DET
american_scientific_journal-12036	115	25	set	set	NOUN
american_scientific_journal-12036	115	26	of	of	ADP
american_scientific_journal-12036	115	27	operational	operational	ADJ
american_scientific_journal-12036	115	28	kpis	kpis	PROPN
american_scientific_journal-12036	115	29	,	,	PUNCT
american_scientific_journal-12036	115	30	and	and	CCONJ
american_scientific_journal-12036	115	31	architectural	architectural	ADJ
american_scientific_journal-12036	115	32	patterns	pattern	NOUN
american_scientific_journal-12036	115	33	that	that	PRON
american_scientific_journal-12036	115	34	are	be	AUX
american_scientific_journal-12036	115	35	directly	directly	ADV
american_scientific_journal-12036	115	36	applicable	applicable	ADJ
american_scientific_journal-12036	115	37	in	in	ADP
american_scientific_journal-12036	115	38	research	research	NOUN
american_scientific_journal-12036	115	39	environments	environment	NOUN
american_scientific_journal-12036	115	40	.	.	PUNCT
american_scientific_journal-12036	116	1	to	to	PART
american_scientific_journal-12036	116	2	substantiate	substantiate	VERB
american_scientific_journal-12036	116	3	and	and	CCONJ
american_scientific_journal-12036	116	4	generalize	generalize	VERB
american_scientific_journal-12036	116	5	these	these	DET
american_scientific_journal-12036	116	6	conclusions	conclusion	NOUN
american_scientific_journal-12036	116	7	,	,	PUNCT
american_scientific_journal-12036	116	8	further	further	ADJ
american_scientific_journal-12036	116	9	work	work	NOUN
american_scientific_journal-12036	116	10	is	be	AUX
american_scientific_journal-12036	116	11	required	require	VERB
american_scientific_journal-12036	116	12	,	,	PUNCT
american_scientific_journal-12036	116	13	including	include	VERB
american_scientific_journal-12036	116	14	controlled	control	VERB
american_scientific_journal-12036	116	15	,	,	PUNCT
american_scientific_journal-12036	116	16	cross	cross	ADJ
american_scientific_journal-12036	116	17	-	-	ADJ
american_scientific_journal-12036	116	18	domain	domain	ADJ
american_scientific_journal-12036	116	19	experiments	experiment	NOUN
american_scientific_journal-12036	116	20	,	,	PUNCT
american_scientific_journal-12036	116	21	long	long	ADJ
american_scientific_journal-12036	116	22	-	-	PUNCT
american_scientific_journal-12036	116	23	term	term	NOUN
american_scientific_journal-12036	116	24	impact	impact	NOUN
american_scientific_journal-12036	116	25	assessments	assessment	NOUN
american_scientific_journal-12036	116	26	,	,	PUNCT
american_scientific_journal-12036	116	27	comprehensive	comprehensive	ADJ
american_scientific_journal-12036	116	28	cost	cost	NOUN
american_scientific_journal-12036	116	29	–	–	PUNCT
american_scientific_journal-12036	116	30	benefit	benefit	NOUN
american_scientific_journal-12036	116	31	analyzes	analyze	NOUN
american_scientific_journal-12036	116	32	,	,	PUNCT
american_scientific_journal-12036	116	33	and	and	CCONJ
american_scientific_journal-12036	116	34	focused	focused	ADJ
american_scientific_journal-12036	116	35	studies	study	NOUN
american_scientific_journal-12036	116	36	on	on	ADP
american_scientific_journal-12036	116	37	socio	socio	NOUN
american_scientific_journal-12036	116	38	-	-	PUNCT
american_scientific_journal-12036	116	39	technical	technical	ADJ
american_scientific_journal-12036	116	40	barriers	barrier	NOUN
american_scientific_journal-12036	116	41	and	and	CCONJ
american_scientific_journal-12036	116	42	explainability	explainability	NOUN
american_scientific_journal-12036	116	43	mechanisms	mechanism	NOUN
american_scientific_journal-12036	116	44	to	to	PART
american_scientific_journal-12036	116	45	facilitate	facilitate	VERB
american_scientific_journal-12036	116	46	user	user	NOUN
american_scientific_journal-12036	116	47	trust	trust	NOUN
american_scientific_journal-12036	116	48	and	and	CCONJ
american_scientific_journal-12036	116	49	adoption	adoption	NOUN
american_scientific_journal-12036	116	50	.	.	PUNCT
american_scientific_journal-12036	117	1	american	american	ADJ
american_scientific_journal-12036	117	2	academic	academic	ADJ
american_scientific_journal-12036	117	3	scientific	scientific	ADJ
american_scientific_journal-12036	117	4	research	research	NOUN
american_scientific_journal-12036	117	5	journal	journal	NOUN
american_scientific_journal-12036	117	6	for	for	ADP
american_scientific_journal-12036	117	7	engineering	engineering	NOUN
american_scientific_journal-12036	117	8	,	,	PUNCT
american_scientific_journal-12036	117	9	technology	technology	NOUN
american_scientific_journal-12036	117	10	,	,	PUNCT
american_scientific_journal-12036	117	11	and	and	CCONJ
american_scientific_journal-12036	117	12	sciences	science	NOUN
american_scientific_journal-12036	117	13	(	(	PUNCT
american_scientific_journal-12036	117	14	asrjets	asrjet	NOUN
american_scientific_journal-12036	117	15	)	)	PUNCT
american_scientific_journal-12036	117	16	volume	volume	NOUN
american_scientific_journal-12036	117	17	103	103	NUM
american_scientific_journal-12036	117	18	,	,	PUNCT
american_scientific_journal-12036	117	19	no	no	DET
american_scientific_journal-12036	117	20	1	1	NUM
american_scientific_journal-12036	117	21	,	,	PUNCT
american_scientific_journal-12036	117	22	pp	pp	ADV
american_scientific_journal-12036	117	23	115	115	NUM
american_scientific_journal-12036	117	24	-	-	SYM
american_scientific_journal-12036	117	25	124	124	NUM
american_scientific_journal-12036	117	26	123	123	NUM
american_scientific_journal-12036	117	27	4.conclusion	4.conclusion	NUM
american_scientific_journal-12036	117	28	the	the	DET
american_scientific_journal-12036	117	29	analysis	analysis	NOUN
american_scientific_journal-12036	117	30	showed	show	VERB
american_scientific_journal-12036	117	31	that	that	SCONJ
american_scientific_journal-12036	117	32	successful	successful	ADJ
american_scientific_journal-12036	117	33	integration	integration	NOUN
american_scientific_journal-12036	117	34	of	of	ADP
american_scientific_journal-12036	117	35	the	the	DET
american_scientific_journal-12036	117	36	fair	fair	ADJ
american_scientific_journal-12036	117	37	principles	principle	NOUN
american_scientific_journal-12036	117	38	with	with	ADP
american_scientific_journal-12036	117	39	a	a	DET
american_scientific_journal-12036	117	40	multi	multi	ADJ
american_scientific_journal-12036	117	41	-	-	ADJ
american_scientific_journal-12036	117	42	layer	layer	ADJ
american_scientific_journal-12036	117	43	architecture	architecture	NOUN
american_scientific_journal-12036	117	44	for	for	ADP
american_scientific_journal-12036	117	45	intake	intake	ADJ
american_scientific_journal-12036	117	46	,	,	PUNCT
american_scientific_journal-12036	117	47	normalization	normalization	NOUN
american_scientific_journal-12036	117	48	,	,	PUNCT
american_scientific_journal-12036	117	49	and	and	CCONJ
american_scientific_journal-12036	117	50	golden	golden	ADJ
american_scientific_journal-12036	117	51	records	record	NOUN
american_scientific_journal-12036	117	52	simultaneously	simultaneously	ADV
american_scientific_journal-12036	117	53	solves	solve	VERB
american_scientific_journal-12036	117	54	problems	problem	NOUN
american_scientific_journal-12036	117	55	of	of	ADP
american_scientific_journal-12036	117	56	quality	quality	NOUN
american_scientific_journal-12036	117	57	,	,	PUNCT
american_scientific_journal-12036	117	58	reproducibility	reproducibility	NOUN
american_scientific_journal-12036	117	59	,	,	PUNCT
american_scientific_journal-12036	117	60	and	and	CCONJ
american_scientific_journal-12036	117	61	economic	economic	ADJ
american_scientific_journal-12036	117	62	efficiency	efficiency	NOUN
american_scientific_journal-12036	117	63	.	.	PUNCT
american_scientific_journal-12036	118	1	the	the	DET
american_scientific_journal-12036	118	2	use	use	NOUN
american_scientific_journal-12036	118	3	of	of	ADP
american_scientific_journal-12036	118	4	harmonized	harmonized	ADJ
american_scientific_journal-12036	118	5	vocabularies	vocabulary	NOUN
american_scientific_journal-12036	118	6	and	and	CCONJ
american_scientific_journal-12036	118	7	metadata	metadata	ADJ
american_scientific_journal-12036	118	8	templates	template	NOUN
american_scientific_journal-12036	118	9	supported	support	VERB
american_scientific_journal-12036	118	10	by	by	ADP
american_scientific_journal-12036	118	11	machine	machine	NOUN
american_scientific_journal-12036	118	12	duplicate	duplicate	NOUN
american_scientific_journal-12036	118	13	resolution	resolution	NOUN
american_scientific_journal-12036	118	14	and	and	CCONJ
american_scientific_journal-12036	118	15	active	active	ADJ
american_scientific_journal-12036	118	16	learning	learning	NOUN
american_scientific_journal-12036	118	17	reduces	reduce	VERB
american_scientific_journal-12036	118	18	manual	manual	ADJ
american_scientific_journal-12036	118	19	cleansing	cleansing	NOUN
american_scientific_journal-12036	118	20	to	to	ADP
american_scientific_journal-12036	118	21	26	26	NUM
american_scientific_journal-12036	118	22	%	%	NOUN
american_scientific_journal-12036	118	23	of	of	ADP
american_scientific_journal-12036	118	24	working	work	VERB
american_scientific_journal-12036	118	25	time	time	NOUN
american_scientific_journal-12036	118	26	.	.	PUNCT
american_scientific_journal-12036	119	1	it	it	PRON
american_scientific_journal-12036	119	2	reduces	reduce	VERB
american_scientific_journal-12036	119	3	data	data	NOUN
american_scientific_journal-12036	119	4	redundancy	redundancy	NOUN
american_scientific_journal-12036	119	5	by	by	ADP
american_scientific_journal-12036	119	6	an	an	DET
american_scientific_journal-12036	119	7	average	average	NOUN
american_scientific_journal-12036	119	8	of	of	ADP
american_scientific_journal-12036	119	9	37	37	NUM
american_scientific_journal-12036	119	10	%	%	NOUN
american_scientific_journal-12036	119	11	,	,	PUNCT
american_scientific_journal-12036	119	12	thereby	thereby	ADV
american_scientific_journal-12036	119	13	freeing	free	VERB
american_scientific_journal-12036	119	14	researchers	researcher	NOUN
american_scientific_journal-12036	119	15	for	for	ADP
american_scientific_journal-12036	119	16	analytical	analytical	ADJ
american_scientific_journal-12036	119	17	and	and	CCONJ
american_scientific_journal-12036	119	18	creative	creative	ADJ
american_scientific_journal-12036	119	19	activities	activity	NOUN
american_scientific_journal-12036	119	20	.	.	PUNCT
american_scientific_journal-12036	120	1	install	install	VERB
american_scientific_journal-12036	120	2	an	an	DET
american_scientific_journal-12036	120	3	mdm	mdm	PROPN
american_scientific_journal-12036	120	4	hub	hub	NOUN
american_scientific_journal-12036	120	5	with	with	ADP
american_scientific_journal-12036	120	6	open	open	ADJ
american_scientific_journal-12036	120	7	lineage	lineage	NOUN
american_scientific_journal-12036	120	8	,	,	PUNCT
american_scientific_journal-12036	120	9	maturity	maturity	NOUN
american_scientific_journal-12036	120	10	indicators	indicator	NOUN
american_scientific_journal-12036	120	11	,	,	PUNCT
american_scientific_journal-12036	120	12	and	and	CCONJ
american_scientific_journal-12036	120	13	role	role	NOUN
american_scientific_journal-12036	120	14	access	access	NOUN
american_scientific_journal-12036	120	15	.	.	PUNCT
american_scientific_journal-12036	121	1	this	this	PRON
american_scientific_journal-12036	121	2	makes	make	VERB
american_scientific_journal-12036	121	3	a	a	DET
american_scientific_journal-12036	121	4	managed	manage	VERB
american_scientific_journal-12036	121	5	cycle	cycle	NOUN
american_scientific_journal-12036	121	6	where	where	SCONJ
american_scientific_journal-12036	121	7	every	every	DET
american_scientific_journal-12036	121	8	change	change	NOUN
american_scientific_journal-12036	121	9	is	be	AUX
american_scientific_journal-12036	121	10	logged	log	VERB
american_scientific_journal-12036	121	11	and	and	CCONJ
american_scientific_journal-12036	121	12	can	can	AUX
american_scientific_journal-12036	121	13	be	be	AUX
american_scientific_journal-12036	121	14	checked	check	VERB
american_scientific_journal-12036	121	15	.	.	PUNCT
american_scientific_journal-12036	122	1	the	the	DET
american_scientific_journal-12036	122	2	value	value	NOUN
american_scientific_journal-12036	122	3	added	add	VERB
american_scientific_journal-12036	122	4	shows	show	VERB
american_scientific_journal-12036	122	5	up	up	ADP
american_scientific_journal-12036	122	6	as	as	ADP
american_scientific_journal-12036	122	7	at	at	ADP
american_scientific_journal-12036	122	8	least	least	ADJ
american_scientific_journal-12036	122	9	eur	eur	NOUN
american_scientific_journal-12036	122	10	10.2	10.2	NUM
american_scientific_journal-12036	122	11	billion	billion	NUM
american_scientific_journal-12036	122	12	per	per	ADP
american_scientific_journal-12036	122	13	year	year	NOUN
american_scientific_journal-12036	122	14	in	in	ADP
american_scientific_journal-12036	122	15	eu	eu	PROPN
american_scientific_journal-12036	122	16	losses	loss	NOUN
american_scientific_journal-12036	122	17	that	that	PRON
american_scientific_journal-12036	122	18	do	do	AUX
american_scientific_journal-12036	122	19	not	not	PART
american_scientific_journal-12036	122	20	happen	happen	VERB
american_scientific_journal-12036	122	21	because	because	SCONJ
american_scientific_journal-12036	122	22	repeat	repeat	NOUN
american_scientific_journal-12036	122	23	tests	test	NOUN
american_scientific_journal-12036	122	24	are	be	AUX
american_scientific_journal-12036	122	25	stopped	stop	VERB
american_scientific_journal-12036	122	26	and	and	CCONJ
american_scientific_journal-12036	122	27	data	datum	NOUN
american_scientific_journal-12036	122	28	is	be	AUX
american_scientific_journal-12036	122	29	found	find	VERB
american_scientific_journal-12036	122	30	quicker	quick	ADV
american_scientific_journal-12036	122	31	.	.	PUNCT
american_scientific_journal-12036	123	1	the	the	DET
american_scientific_journal-12036	123	2	suggested	suggest	VERB
american_scientific_journal-12036	123	3	pilot	pilot	NOUN
american_scientific_journal-12036	123	4	plan	plan	NOUN
american_scientific_journal-12036	123	5	,	,	PUNCT
american_scientific_journal-12036	123	6	which	which	PRON
american_scientific_journal-12036	123	7	starts	start	VERB
american_scientific_journal-12036	123	8	with	with	ADP
american_scientific_journal-12036	123	9	three	three	NUM
american_scientific_journal-12036	123	10	sample	sample	NOUN
american_scientific_journal-12036	123	11	bodies	body	NOUN
american_scientific_journal-12036	123	12	plus	plus	CCONJ
american_scientific_journal-12036	123	13	slow	slow	ADJ
american_scientific_journal-12036	123	14	taxonomy	taxonomy	NOUN
american_scientific_journal-12036	123	15	growth	growth	NOUN
american_scientific_journal-12036	123	16	,	,	PUNCT
american_scientific_journal-12036	123	17	demonstrates	demonstrate	VERB
american_scientific_journal-12036	123	18	the	the	DET
american_scientific_journal-12036	123	19	potential	potential	NOUN
american_scientific_journal-12036	123	20	for	for	ADP
american_scientific_journal-12036	123	21	shifting	shift	VERB
american_scientific_journal-12036	123	22	from	from	ADP
american_scientific_journal-12036	123	23	local	local	ADJ
american_scientific_journal-12036	123	24	tables	table	NOUN
american_scientific_journal-12036	123	25	to	to	ADP
american_scientific_journal-12036	123	26	one	one	NUM
american_scientific_journal-12036	123	27	data	datum	NOUN
american_scientific_journal-12036	123	28	fabric	fabric	NOUN
american_scientific_journal-12036	123	29	joined	join	VERB
american_scientific_journal-12036	123	30	to	to	ADP
american_scientific_journal-12036	123	31	analytic	analytic	ADJ
american_scientific_journal-12036	123	32	pipelines	pipeline	NOUN
american_scientific_journal-12036	123	33	and	and	CCONJ
american_scientific_journal-12036	123	34	artificial	artificial	ADJ
american_scientific_journal-12036	123	35	-	-	PUNCT
american_scientific_journal-12036	123	36	intelligence	intelligence	NOUN
american_scientific_journal-12036	123	37	tools	tool	NOUN
american_scientific_journal-12036	123	38	.	.	PUNCT
american_scientific_journal-12036	124	1	this	this	PRON
american_scientific_journal-12036	124	2	will	will	AUX
american_scientific_journal-12036	124	3	also	also	ADV
american_scientific_journal-12036	124	4	lay	lay	VERB
american_scientific_journal-12036	124	5	bare	bare	ADJ
american_scientific_journal-12036	124	6	the	the	DET
american_scientific_journal-12036	124	7	inadequacies	inadequacy	NOUN
american_scientific_journal-12036	124	8	of	of	ADP
american_scientific_journal-12036	124	9	current	current	ADJ
american_scientific_journal-12036	124	10	systems	system	NOUN
american_scientific_journal-12036	124	11	:	:	PUNCT
american_scientific_journal-12036	124	12	high	high	ADJ
american_scientific_journal-12036	124	13	probability	probability	NOUN
american_scientific_journal-12036	124	14	of	of	ADP
american_scientific_journal-12036	124	15	false	false	ADJ
american_scientific_journal-12036	124	16	merges	merge	NOUN
american_scientific_journal-12036	124	17	in	in	ADP
american_scientific_journal-12036	124	18	high	high	ADJ
american_scientific_journal-12036	124	19	error	error	NOUN
american_scientific_journal-12036	124	20	cost	cost	NOUN
american_scientific_journal-12036	124	21	scenarios	scenario	NOUN
american_scientific_journal-12036	124	22	,	,	PUNCT
american_scientific_journal-12036	124	23	archival	archival	NOUN
american_scientific_journal-12036	124	24	debt	debt	NOUN
american_scientific_journal-12036	124	25	imposed	impose	VERB
american_scientific_journal-12036	124	26	by	by	ADP
american_scientific_journal-12036	124	27	legacy	legacy	NOUN
american_scientific_journal-12036	124	28	formats	format	NOUN
american_scientific_journal-12036	124	29	,	,	PUNCT
american_scientific_journal-12036	124	30	and	and	CCONJ
american_scientific_journal-12036	124	31	cultural	cultural	ADJ
american_scientific_journal-12036	124	32	resistance	resistance	NOUN
american_scientific_journal-12036	124	33	to	to	ADP
american_scientific_journal-12036	124	34	automation	automation	NOUN
american_scientific_journal-12036	124	35	.	.	PUNCT
american_scientific_journal-12036	125	1	proposed	propose	VERB
american_scientific_journal-12036	125	2	as	as	ADP
american_scientific_journal-12036	125	3	a	a	DET
american_scientific_journal-12036	125	4	way	way	NOUN
american_scientific_journal-12036	125	5	for	for	SCONJ
american_scientific_journal-12036	125	6	the	the	DET
american_scientific_journal-12036	125	7	system	system	NOUN
american_scientific_journal-12036	125	8	to	to	PART
american_scientific_journal-12036	125	9	build	build	VERB
american_scientific_journal-12036	125	10	up	up	ADP
american_scientific_journal-12036	125	11	trust	trust	NOUN
american_scientific_journal-12036	125	12	with	with	ADP
american_scientific_journal-12036	125	13	its	its	PRON
american_scientific_journal-12036	125	14	users	user	NOUN
american_scientific_journal-12036	125	15	are	be	AUX
american_scientific_journal-12036	125	16	dynamic	dynamic	ADJ
american_scientific_journal-12036	125	17	adaptation	adaptation	NOUN
american_scientific_journal-12036	125	18	of	of	ADP
american_scientific_journal-12036	125	19	algorithm	algorithm	NOUN
american_scientific_journal-12036	125	20	confidence	confidence	NOUN
american_scientific_journal-12036	125	21	thresholds	threshold	NOUN
american_scientific_journal-12036	125	22	,	,	PUNCT
american_scientific_journal-12036	125	23	remediation	remediation	NOUN
american_scientific_journal-12036	125	24	of	of	ADP
american_scientific_journal-12036	125	25	inherited	inherit	VERB
american_scientific_journal-12036	125	26	data	datum	NOUN
american_scientific_journal-12036	125	27	,	,	PUNCT
american_scientific_journal-12036	125	28	and	and	CCONJ
american_scientific_journal-12036	125	29	explainability	explainability	NOUN
american_scientific_journal-12036	125	30	of	of	ADP
american_scientific_journal-12036	125	31	ml	ml	PROPN
american_scientific_journal-12036	125	32	decisions	decision	NOUN
american_scientific_journal-12036	125	33	to	to	ADP
american_scientific_journal-12036	125	34	users	user	NOUN
american_scientific_journal-12036	125	35	.	.	PUNCT
american_scientific_journal-12036	126	1	automated	automate	VERB
american_scientific_journal-12036	126	2	mdm	mdm	PROPN
american_scientific_journal-12036	126	3	founded	found	VERB
american_scientific_journal-12036	126	4	on	on	ADP
american_scientific_journal-12036	126	5	fair	fair	ADJ
american_scientific_journal-12036	126	6	and	and	CCONJ
american_scientific_journal-12036	126	7	selflearning	selflearning	ADJ
american_scientific_journal-12036	126	8	models	model	NOUN
american_scientific_journal-12036	126	9	changes	change	VERB
american_scientific_journal-12036	126	10	heterogeneous	heterogeneous	ADJ
american_scientific_journal-12036	126	11	sources	source	NOUN
american_scientific_journal-12036	126	12	into	into	ADP
american_scientific_journal-12036	126	13	a	a	DET
american_scientific_journal-12036	126	14	reproducible	reproducible	ADJ
american_scientific_journal-12036	126	15	ecosystem	ecosystem	NOUN
american_scientific_journal-12036	126	16	with	with	ADP
american_scientific_journal-12036	126	17	measurable	measurable	ADJ
american_scientific_journal-12036	126	18	quality	quality	NOUN
american_scientific_journal-12036	126	19	that	that	PRON
american_scientific_journal-12036	126	20	lowers	lower	VERB
american_scientific_journal-12036	126	21	risks	risk	NOUN
american_scientific_journal-12036	126	22	,	,	PUNCT
american_scientific_journal-12036	126	23	speeds	speed	VERB
american_scientific_journal-12036	126	24	discoveries	discovery	NOUN
american_scientific_journal-12036	126	25	,	,	PUNCT
american_scientific_journal-12036	126	26	and	and	CCONJ
american_scientific_journal-12036	126	27	points	point	VERB
american_scientific_journal-12036	126	28	the	the	DET
american_scientific_journal-12036	126	29	way	way	NOUN
american_scientific_journal-12036	126	30	toward	toward	ADP
american_scientific_journal-12036	126	31	yet	yet	ADV
american_scientific_journal-12036	126	32	more	more	ADJ
american_scientific_journal-12036	126	33	research	research	NOUN
american_scientific_journal-12036	126	34	in	in	ADP
american_scientific_journal-12036	126	35	improved	improved	ADJ
american_scientific_journal-12036	126	36	record	record	NOUN
american_scientific_journal-12036	126	37	matching	matching	NOUN
american_scientific_journal-12036	126	38	,	,	PUNCT
american_scientific_journal-12036	126	39	enhanced	enhance	VERB
american_scientific_journal-12036	126	40	archive	archive	NOUN
american_scientific_journal-12036	126	41	integration	integration	NOUN
american_scientific_journal-12036	126	42	,	,	PUNCT
american_scientific_journal-12036	126	43	and	and	CCONJ
american_scientific_journal-12036	126	44	evolving	evolve	VERB
american_scientific_journal-12036	126	45	human	human	ADJ
american_scientific_journal-12036	126	46	-	-	PUNCT
american_scientific_journal-12036	126	47	machine	machine	NOUN
american_scientific_journal-12036	126	48	interaction	interaction	NOUN
american_scientific_journal-12036	126	49	.	.	PUNCT
american_scientific_journal-12036	127	1	to	to	PART
american_scientific_journal-12036	127	2	provide	provide	VERB
american_scientific_journal-12036	127	3	a	a	DET
american_scientific_journal-12036	127	4	balanced	balanced	ADJ
american_scientific_journal-12036	127	5	perspective	perspective	NOUN
american_scientific_journal-12036	127	6	,	,	PUNCT
american_scientific_journal-12036	127	7	the	the	DET
american_scientific_journal-12036	127	8	boundaries	boundary	NOUN
american_scientific_journal-12036	127	9	of	of	ADP
american_scientific_journal-12036	127	10	this	this	DET
american_scientific_journal-12036	127	11	study	study	NOUN
american_scientific_journal-12036	127	12	should	should	AUX
american_scientific_journal-12036	127	13	be	be	AUX
american_scientific_journal-12036	127	14	clearly	clearly	ADV
american_scientific_journal-12036	127	15	defined	define	VERB
american_scientific_journal-12036	127	16	.	.	PUNCT
american_scientific_journal-12036	128	1	the	the	DET
american_scientific_journal-12036	128	2	methodological	methodological	ADJ
american_scientific_journal-12036	128	3	approach	approach	NOUN
american_scientific_journal-12036	128	4	is	be	AUX
american_scientific_journal-12036	128	5	a	a	DET
american_scientific_journal-12036	128	6	synthesis	synthesis	NOUN
american_scientific_journal-12036	128	7	of	of	ADP
american_scientific_journal-12036	128	8	literature	literature	NOUN
american_scientific_journal-12036	128	9	and	and	CCONJ
american_scientific_journal-12036	128	10	industry	industry	NOUN
american_scientific_journal-12036	128	11	cases	case	NOUN
american_scientific_journal-12036	128	12	,	,	PUNCT
american_scientific_journal-12036	128	13	designed	design	VERB
american_scientific_journal-12036	128	14	to	to	PART
american_scientific_journal-12036	128	15	build	build	VERB
american_scientific_journal-12036	128	16	a	a	DET
american_scientific_journal-12036	128	17	holistic	holistic	ADJ
american_scientific_journal-12036	128	18	framework	framework	NOUN
american_scientific_journal-12036	128	19	rather	rather	ADV
american_scientific_journal-12036	128	20	than	than	ADP
american_scientific_journal-12036	128	21	to	to	PART
american_scientific_journal-12036	128	22	establish	establish	VERB
american_scientific_journal-12036	128	23	causal	causal	ADJ
american_scientific_journal-12036	128	24	inference	inference	NOUN
american_scientific_journal-12036	128	25	through	through	ADP
american_scientific_journal-12036	128	26	controlled	control	VERB
american_scientific_journal-12036	128	27	experiments	experiment	NOUN
american_scientific_journal-12036	128	28	.	.	PUNCT
american_scientific_journal-12036	129	1	the	the	DET
american_scientific_journal-12036	129	2	reported	report	VERB
american_scientific_journal-12036	129	3	metrics	metric	NOUN
american_scientific_journal-12036	129	4	,	,	PUNCT
american_scientific_journal-12036	129	5	therefore	therefore	ADV
american_scientific_journal-12036	129	6	,	,	PUNCT
american_scientific_journal-12036	129	7	serve	serve	VERB
american_scientific_journal-12036	129	8	as	as	ADP
american_scientific_journal-12036	129	9	strong	strong	ADJ
american_scientific_journal-12036	129	10	indicators	indicator	NOUN
american_scientific_journal-12036	129	11	that	that	PRON
american_scientific_journal-12036	129	12	warrant	warrant	VERB
american_scientific_journal-12036	129	13	further	further	ADJ
american_scientific_journal-12036	129	14	validation	validation	NOUN
american_scientific_journal-12036	129	15	in	in	ADP
american_scientific_journal-12036	129	16	diverse	diverse	ADJ
american_scientific_journal-12036	129	17	scientific	scientific	ADJ
american_scientific_journal-12036	129	18	domains	domain	NOUN
american_scientific_journal-12036	129	19	and	and	CCONJ
american_scientific_journal-12036	129	20	organizational	organizational	ADJ
american_scientific_journal-12036	129	21	contexts	contexts	NOUN
american_scientific_journal-12036	129	22	.	.	PUNCT
american_scientific_journal-12036	130	1	on	on	ADP
american_scientific_journal-12036	130	2	a	a	DET
american_scientific_journal-12036	130	3	technical	technical	ADJ
american_scientific_journal-12036	130	4	level	level	NOUN
american_scientific_journal-12036	130	5	,	,	PUNCT
american_scientific_journal-12036	130	6	as	as	ADP
american_scientific_journal-12036	130	7	with	with	ADP
american_scientific_journal-12036	130	8	all	all	DET
american_scientific_journal-12036	130	9	probabilistic	probabilistic	ADJ
american_scientific_journal-12036	130	10	systems	system	NOUN
american_scientific_journal-12036	130	11	,	,	PUNCT
american_scientific_journal-12036	130	12	the	the	DET
american_scientific_journal-12036	130	13	potential	potential	NOUN
american_scientific_journal-12036	130	14	for	for	ADP
american_scientific_journal-12036	130	15	false	false	ADJ
american_scientific_journal-12036	130	16	merges	merge	NOUN
american_scientific_journal-12036	130	17	represents	represent	VERB
american_scientific_journal-12036	130	18	a	a	DET
american_scientific_journal-12036	130	19	managed	manage	VERB
american_scientific_journal-12036	130	20	tradeoff	tradeoff	NOUN
american_scientific_journal-12036	130	21	between	between	ADP
american_scientific_journal-12036	130	22	automation	automation	NOUN
american_scientific_journal-12036	130	23	and	and	CCONJ
american_scientific_journal-12036	130	24	precision	precision	NOUN
american_scientific_journal-12036	130	25	,	,	PUNCT
american_scientific_journal-12036	130	26	mitigated	mitigate	VERB
american_scientific_journal-12036	130	27	here	here	ADV
american_scientific_journal-12036	130	28	by	by	ADP
american_scientific_journal-12036	130	29	dynamic	dynamic	ADJ
american_scientific_journal-12036	130	30	thresholds	threshold	NOUN
american_scientific_journal-12036	130	31	and	and	CCONJ
american_scientific_journal-12036	130	32	active	active	ADJ
american_scientific_journal-12036	130	33	learning	learning	NOUN
american_scientific_journal-12036	130	34	.	.	PUNCT
american_scientific_journal-12036	131	1	the	the	DET
american_scientific_journal-12036	131	2	framework	framework	NOUN
american_scientific_journal-12036	131	3	acknowledges	acknowledge	VERB
american_scientific_journal-12036	131	4	that	that	SCONJ
american_scientific_journal-12036	131	5	legacy	legacy	NOUN
american_scientific_journal-12036	131	6	data	datum	NOUN
american_scientific_journal-12036	131	7	and	and	CCONJ
american_scientific_journal-12036	131	8	archival	archival	NOUN
american_scientific_journal-12036	131	9	debt	debt	NOUN
american_scientific_journal-12036	131	10	are	be	AUX
american_scientific_journal-12036	131	11	significant	significant	ADJ
american_scientific_journal-12036	131	12	practical	practical	ADJ
american_scientific_journal-12036	131	13	hurdles	hurdle	NOUN
american_scientific_journal-12036	131	14	that	that	PRON
american_scientific_journal-12036	131	15	require	require	VERB
american_scientific_journal-12036	131	16	dedicated	dedicated	ADJ
american_scientific_journal-12036	131	17	remediation	remediation	NOUN
american_scientific_journal-12036	131	18	efforts	effort	NOUN
american_scientific_journal-12036	131	19	outside	outside	ADP
american_scientific_journal-12036	131	20	the	the	DET
american_scientific_journal-12036	131	21	scope	scope	NOUN
american_scientific_journal-12036	131	22	of	of	ADP
american_scientific_journal-12036	131	23	initial	initial	ADJ
american_scientific_journal-12036	131	24	mdm	mdm	PROPN
american_scientific_journal-12036	131	25	implementation	implementation	NOUN
american_scientific_journal-12036	131	26	.	.	PUNCT
american_scientific_journal-12036	132	1	furthermore	furthermore	ADV
american_scientific_journal-12036	132	2	,	,	PUNCT
american_scientific_journal-12036	132	3	the	the	DET
american_scientific_journal-12036	132	4	reliance	reliance	NOUN
american_scientific_journal-12036	132	5	on	on	ADP
american_scientific_journal-12036	132	6	common	common	ADJ
american_scientific_journal-12036	132	7	cloud	cloud	NOUN
american_scientific_journal-12036	132	8	reference	reference	NOUN
american_scientific_journal-12036	132	9	architectures	architecture	NOUN
american_scientific_journal-12036	132	10	highlights	highlight	VERB
american_scientific_journal-12036	132	11	a	a	DET
american_scientific_journal-12036	132	12	focus	focus	NOUN
american_scientific_journal-12036	132	13	on	on	ADP
american_scientific_journal-12036	132	14	proven	prove	VERB
american_scientific_journal-12036	132	15	patterns	pattern	NOUN
american_scientific_journal-12036	132	16	,	,	PUNCT
american_scientific_journal-12036	132	17	while	while	SCONJ
american_scientific_journal-12036	132	18	noting	note	VERB
american_scientific_journal-12036	132	19	that	that	SCONJ
american_scientific_journal-12036	132	20	portability	portability	NOUN
american_scientific_journal-12036	132	21	and	and	CCONJ
american_scientific_journal-12036	132	22	vendor	vendor	NOUN
american_scientific_journal-12036	132	23	-	-	PUNCT
american_scientific_journal-12036	132	24	specific	specific	ADJ
american_scientific_journal-12036	132	25	constraints	constraint	NOUN
american_scientific_journal-12036	132	26	are	be	AUX
american_scientific_journal-12036	132	27	important	important	ADJ
american_scientific_journal-12036	132	28	considerations	consideration	NOUN
american_scientific_journal-12036	132	29	in	in	ADP
american_scientific_journal-12036	132	30	any	any	DET
american_scientific_journal-12036	132	31	deployment.finally	deployment.finally	ADV
american_scientific_journal-12036	132	32	,	,	PUNCT
american_scientific_journal-12036	132	33	this	this	DET
american_scientific_journal-12036	132	34	study	study	NOUN
american_scientific_journal-12036	132	35	centers	center	NOUN
american_scientific_journal-12036	132	36	on	on	ADP
american_scientific_journal-12036	132	37	the	the	DET
american_scientific_journal-12036	132	38	techno	techno	NOUN
american_scientific_journal-12036	132	39	-	-	PUNCT
american_scientific_journal-12036	132	40	economic	economic	ADJ
american_scientific_journal-12036	132	41	benefits	benefit	NOUN
american_scientific_journal-12036	132	42	of	of	ADP
american_scientific_journal-12036	132	43	automation	automation	NOUN
american_scientific_journal-12036	132	44	.	.	PUNCT
american_scientific_journal-12036	133	1	the	the	DET
american_scientific_journal-12036	133	2	equally	equally	ADV
american_scientific_journal-12036	133	3	important	important	ADJ
american_scientific_journal-12036	133	4	socio	socio	NOUN
american_scientific_journal-12036	133	5	-	-	PUNCT
american_scientific_journal-12036	133	6	organizational	organizational	ADJ
american_scientific_journal-12036	133	7	factors	factor	NOUN
american_scientific_journal-12036	133	8	,	,	PUNCT
american_scientific_journal-12036	133	9	such	such	ADJ
american_scientific_journal-12036	133	10	as	as	ADP
american_scientific_journal-12036	133	11	fostering	foster	VERB
american_scientific_journal-12036	133	12	user	user	NOUN
american_scientific_journal-12036	133	13	trust	trust	NOUN
american_scientific_journal-12036	133	14	,	,	PUNCT
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american_scientific_journal-12036	134	22	:	:	PUNCT
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american_scientific_journal-12036	135	20	,	,	PUNCT
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american_scientific_journal-12036	135	35	124	124	NUM
american_scientific_journal-12036	135	36	124	124	NUM
american_scientific_journal-12036	135	37	2025	2025	NUM
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american_scientific_journal-12036	136	10	,	,	PUNCT
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american_scientific_journal-12036	137	8	,	,	PUNCT
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