id	sid	tid	token	lemma	pos
ct-10116	1	1	2013	2013	NUM
ct-10116	1	2	:	:	PUNCT
ct-10116	1	3	current	current	ADJ
ct-10116	1	4	genomic	genomic	NOUN
ct-10116	1	5	applications	application	NOUN
ct-10116	1	6	for	for	ADP
ct-10116	1	7	improved	improved	ADJ
ct-10116	1	8	reproductive	reproductive	ADJ
ct-10116	1	9	performance	performance	NOUN
ct-10116	1	10	in	in	ADP
ct-10116	1	11	beef	beef	NOUN
ct-10116	1	12	and	and	CCONJ
ct-10116	1	13	dairy	dairy	NOUN
ct-10116	1	14	current	current	ADJ
ct-10116	1	15	genomic	genomic	NOUN
ct-10116	1	16	applications	application	NOUN
ct-10116	1	17	for	for	ADP
ct-10116	1	18	improved	improved	ADJ
ct-10116	1	19	reproductive	reproductive	ADJ
ct-10116	1	20	performance	performance	NOUN
ct-10116	1	21	in	in	ADP
ct-10116	1	22	beef	beef	NOUN
ct-10116	1	23	and	and	CCONJ
ct-10116	1	24	dairy	dairy	NOUN
ct-10116	1	25	kent	kent	PROPN
ct-10116	1	26	j.	j.	PROPN
ct-10116	1	27	andersen	andersen	PROPN
ct-10116	1	28	,	,	PUNCT
ct-10116	1	29	jason	jason	PROPN
ct-10116	1	30	b.	b.	PROPN
ct-10116	1	31	osterstock	osterstock	PROPN
ct-10116	1	32	zoetis	zoetis	PROPN
ct-10116	1	33	centennial	centennial	NOUN
ct-10116	1	34	,	,	PUNCT
ct-10116	1	35	co	co	VERB
ct-10116	1	36	abstract	abstract	ADJ
ct-10116	1	37	genetic	genetic	ADJ
ct-10116	1	38	improvement	improvement	NOUN
ct-10116	1	39	in	in	ADP
ct-10116	1	40	beef	beef	NOUN
ct-10116	1	41	and	and	CCONJ
ct-10116	1	42	dairy	dairy	NOUN
ct-10116	1	43	cattle	cattle	NOUN
ct-10116	1	44	reproductive	reproductive	ADJ
ct-10116	1	45	traits	trait	NOUN
ct-10116	1	46	has	have	AUX
ct-10116	1	47	historically	historically	ADV
ct-10116	1	48	been	be	AUX
ct-10116	1	49	hampered	hamper	VERB
ct-10116	1	50	by	by	ADP
ct-10116	1	51	the	the	DET
ct-10116	1	52	availability	availability	NOUN
ct-10116	1	53	and	and	CCONJ
ct-10116	1	54	accuracy	accuracy	NOUN
ct-10116	1	55	of	of	ADP
ct-10116	1	56	applicable	applicable	ADJ
ct-10116	1	57	genetic	genetic	ADJ
ct-10116	1	58	predictions	prediction	NOUN
ct-10116	1	59	.	.	PUNCT
ct-10116	2	1	reproductive	reproductive	ADJ
ct-10116	2	2	trait	trait	NOUN
ct-10116	2	3	phenotypes	phenotype	NOUN
ct-10116	2	4	are	be	AUX
ct-10116	2	5	generally	generally	ADV
ct-10116	2	6	time	time	NOUN
ct-10116	2	7	-	-	PUNCT
ct-10116	2	8	consuming	consume	VERB
ct-10116	2	9	to	to	PART
ct-10116	2	10	measure	measure	VERB
ct-10116	2	11	,	,	PUNCT
ct-10116	2	12	categorical	categorical	ADJ
ct-10116	2	13	and/or	and/or	CCONJ
ct-10116	2	14	threshold	threshold	NOUN
ct-10116	2	15	in	in	ADP
ct-10116	2	16	nature	nature	NOUN
ct-10116	2	17	,	,	PUNCT
ct-10116	2	18	often	often	ADV
ct-10116	2	19	are	be	AUX
ct-10116	2	20	not	not	PART
ct-10116	2	21	collected	collect	VERB
ct-10116	2	22	in	in	ADP
ct-10116	2	23	the	the	DET
ct-10116	2	24	context	context	NOUN
ct-10116	2	25	of	of	ADP
ct-10116	2	26	inventory	inventory	NOUN
ct-10116	2	27	-	-	PUNCT
ct-10116	2	28	based	base	VERB
ct-10116	2	29	performance	performance	NOUN
ct-10116	2	30	recording	recording	NOUN
ct-10116	2	31	systems	system	NOUN
ct-10116	2	32	,	,	PUNCT
ct-10116	2	33	and	and	CCONJ
ct-10116	2	34	typically	typically	ADV
ct-10116	2	35	of	of	ADP
ct-10116	2	36	lower	low	ADJ
ct-10116	2	37	relative	relative	ADJ
ct-10116	2	38	heritability	heritability	NOUN
ct-10116	2	39	.	.	PUNCT
ct-10116	3	1	introduction	introduction	NOUN
ct-10116	3	2	of	of	ADP
ct-10116	3	3	the	the	DET
ct-10116	3	4	illumina	illumina	PROPN
ct-10116	3	5	®	®	PROPN
ct-10116	3	6	bovine	bovine	PROPN
ct-10116	3	7	snp50	snp50	PROPN
ct-10116	3	8	beadchip	beadchip	NOUN
ct-10116	3	9	,	,	PUNCT
ct-10116	3	10	and	and	CCONJ
ct-10116	3	11	subsequently	subsequently	ADV
ct-10116	3	12	other	other	ADJ
ct-10116	3	13	related	related	ADJ
ct-10116	3	14	genotyping	genotyping	NOUN
ct-10116	3	15	platforms	platform	NOUN
ct-10116	3	16	,	,	PUNCT
ct-10116	3	17	has	have	AUX
ct-10116	3	18	provided	provide	VERB
ct-10116	3	19	useful	useful	ADJ
ct-10116	3	20	marker	marker	NOUN
ct-10116	3	21	information	information	NOUN
ct-10116	3	22	for	for	ADP
ct-10116	3	23	inclusion	inclusion	NOUN
ct-10116	3	24	in	in	ADP
ct-10116	3	25	beef	beef	NOUN
ct-10116	3	26	and	and	CCONJ
ct-10116	3	27	dairy	dairy	NOUN
ct-10116	3	28	genetic	genetic	ADJ
ct-10116	3	29	evaluations	evaluation	NOUN
ct-10116	3	30	and	and	CCONJ
ct-10116	3	31	performance	performance	NOUN
ct-10116	3	32	programs	program	NOUN
ct-10116	3	33	.	.	PUNCT
ct-10116	4	1	increasingly	increasingly	ADV
ct-10116	4	2	,	,	PUNCT
ct-10116	4	3	marker	marker	NOUN
ct-10116	4	4	information	information	NOUN
ct-10116	4	5	is	be	AUX
ct-10116	4	6	used	use	VERB
ct-10116	4	7	to	to	PART
ct-10116	4	8	authenticate	authenticate	VERB
ct-10116	4	9	recorded	record	VERB
ct-10116	4	10	pedigree	pedigree	ADJ
ct-10116	4	11	information	information	NOUN
ct-10116	4	12	or	or	CCONJ
ct-10116	4	13	assign	assign	NOUN
ct-10116	4	14	parentage	parentage	NOUN
ct-10116	4	15	,	,	PUNCT
ct-10116	4	16	enhance	enhance	VERB
ct-10116	4	17	the	the	DET
ct-10116	4	18	non	non	ADJ
ct-10116	4	19	-	-	ADJ
ct-10116	4	20	parent	parent	ADJ
ct-10116	4	21	accuracy	accuracy	NOUN
ct-10116	4	22	of	of	ADP
ct-10116	4	23	expected	expect	VERB
ct-10116	4	24	progeny	progeny	NOUN
ct-10116	4	25	differences	difference	NOUN
ct-10116	4	26	(	(	PUNCT
ct-10116	4	27	epd	epd	PROPN
ct-10116	4	28	)	)	PUNCT
ct-10116	4	29	and	and	CCONJ
ct-10116	4	30	predicted	predict	VERB
ct-10116	4	31	transmitting	transmit	VERB
ct-10116	4	32	abilities	ability	NOUN
ct-10116	4	33	(	(	PUNCT
ct-10116	4	34	pta	pta	PROPN
ct-10116	4	35	)	)	PUNCT
ct-10116	4	36	,	,	PUNCT
ct-10116	4	37	derive	derive	VERB
ct-10116	4	38	and	and	CCONJ
ct-10116	4	39	manage	manage	VERB
ct-10116	4	40	haplotypes	haplotype	NOUN
ct-10116	4	41	affecting	affect	VERB
ct-10116	4	42	fertility	fertility	NOUN
ct-10116	4	43	,	,	PUNCT
ct-10116	4	44	as	as	ADV
ct-10116	4	45	well	well	ADV
ct-10116	4	46	as	as	ADP
ct-10116	4	47	help	help	VERB
ct-10116	4	48	manage	manage	VERB
ct-10116	4	49	inbreeding	inbreede	VERB
ct-10116	4	50	.	.	PUNCT
ct-10116	5	1	in	in	ADP
ct-10116	5	2	angus	angus	ADJ
ct-10116	5	3	seedstock	seedstock	NOUN
ct-10116	5	4	,	,	PUNCT
ct-10116	5	5	genomic	genomic	NOUN
ct-10116	5	6	-	-	PUNCT
ct-10116	5	7	enhanced	enhance	VERB
ct-10116	5	8	(	(	PUNCT
ct-10116	5	9	ge	ge	PROPN
ct-10116	5	10	)	)	PUNCT
ct-10116	5	11	epd	epd	PROPN
ct-10116	5	12	and/or	and/or	CCONJ
ct-10116	5	13	genomic	genomic	ADJ
ct-10116	5	14	predictions	prediction	NOUN
ct-10116	5	15	for	for	ADP
ct-10116	5	16	the	the	DET
ct-10116	5	17	following	follow	VERB
ct-10116	5	18	reproductive	reproductive	ADJ
ct-10116	5	19	traits	trait	NOUN
ct-10116	5	20	are	be	AUX
ct-10116	5	21	computed	compute	VERB
ct-10116	5	22	weekly	weekly	ADV
ct-10116	5	23	by	by	ADP
ct-10116	5	24	angus	angus	PROPN
ct-10116	5	25	genetics	genetics	PROPN
ct-10116	5	26	inc	inc	PROPN
ct-10116	5	27	.	.	PROPN
ct-10116	5	28	(	(	PUNCT
ct-10116	5	29	agi	agi	NOUN
ct-10116	5	30	):	):	PUNCT
ct-10116	5	31	calving	calving	NOUN
ct-10116	5	32	ease	ease	NOUN
ct-10116	5	33	direct	direct	ADJ
ct-10116	5	34	(	(	PUNCT
ct-10116	5	35	ced	ced	PROPN
ct-10116	5	36	)	)	PUNCT
ct-10116	5	37	,	,	PUNCT
ct-10116	5	38	scrotal	scrotal	ADJ
ct-10116	5	39	circumference	circumference	NOUN
ct-10116	5	40	(	(	PUNCT
ct-10116	5	41	sc	sc	PROPN
ct-10116	5	42	)	)	PUNCT
ct-10116	5	43	,	,	PUNCT
ct-10116	5	44	heifer	heifer	ADJ
ct-10116	5	45	pregnancy	pregnancy	NOUN
ct-10116	5	46	(	(	PUNCT
ct-10116	5	47	hp	hp	NOUN
ct-10116	5	48	)	)	PUNCT
ct-10116	5	49	,	,	PUNCT
ct-10116	5	50	and	and	CCONJ
ct-10116	5	51	calving	calve	VERB
ct-10116	5	52	ease	ease	NOUN
ct-10116	5	53	maternal	maternal	ADJ
ct-10116	5	54	(	(	PUNCT
ct-10116	5	55	cem	cem	NOUN
ct-10116	5	56	)	)	PUNCT
ct-10116	5	57	.	.	PUNCT
ct-10116	6	1	the	the	DET
ct-10116	6	2	average	average	ADJ
ct-10116	6	3	ge	ge	PROPN
ct-10116	6	4	accuracy	accuracy	NOUN
ct-10116	6	5	values	value	NOUN
ct-10116	6	6	associated	associate	VERB
ct-10116	6	7	with	with	ADP
ct-10116	6	8	angus	angus	ADJ
ct-10116	6	9	non	non	ADJ
ct-10116	6	10	-	-	ADJ
ct-10116	6	11	parent	parent	ADJ
ct-10116	6	12	ge	ge	PROPN
ct-10116	6	13	-	-	PUNCT
ct-10116	6	14	epd	epd	PROPN
ct-10116	6	15	for	for	ADP
ct-10116	6	16	ced	ced	PROPN
ct-10116	6	17	and	and	CCONJ
ct-10116	6	18	sc	sc	PROPN
ct-10116	6	19	are	be	AUX
ct-10116	6	20	.31	.31	NUM
ct-10116	6	21	to	to	PART
ct-10116	6	22	.36	.36	NUM
ct-10116	6	23	,	,	PUNCT
ct-10116	6	24	respectively	respectively	ADV
ct-10116	6	25	.	.	PUNCT
ct-10116	7	1	in	in	ADP
ct-10116	7	2	holsteins	holstein	NOUN
ct-10116	7	3	,	,	PUNCT
ct-10116	7	4	genomic	genomic	NOUN
ct-10116	7	5	-	-	PUNCT
ct-10116	7	6	enhanced	enhance	VERB
ct-10116	7	7	pta	pta	NOUN
ct-10116	7	8	(	(	PUNCT
ct-10116	7	9	gpta	gpta	NOUN
ct-10116	7	10	)	)	PUNCT
ct-10116	7	11	computed	compute	VERB
ct-10116	7	12	by	by	ADP
ct-10116	7	13	the	the	DET
ct-10116	7	14	council	council	NOUN
ct-10116	7	15	on	on	ADP
ct-10116	7	16	dairy	dairy	NOUN
ct-10116	7	17	cattle	cattle	NOUN
ct-10116	7	18	breeding	breeding	NOUN
ct-10116	7	19	(	(	PUNCT
ct-10116	7	20	cdcb	cdcb	ADJ
ct-10116	7	21	)	)	PUNCT
ct-10116	7	22	are	be	AUX
ct-10116	7	23	available	available	ADJ
ct-10116	7	24	for	for	ADP
ct-10116	7	25	the	the	DET
ct-10116	7	26	following	follow	VERB
ct-10116	7	27	major	major	ADJ
ct-10116	7	28	reproductive	reproductive	ADJ
ct-10116	7	29	traits	trait	NOUN
ct-10116	7	30	and	and	CCONJ
ct-10116	7	31	indexes	index	NOUN
ct-10116	7	32	:	:	PUNCT
ct-10116	7	33	daughter	daughter	NOUN
ct-10116	7	34	pregnancy	pregnancy	NOUN
ct-10116	7	35	rate	rate	NOUN
ct-10116	7	36	(	(	PUNCT
ct-10116	7	37	dpr	dpr	PROPN
ct-10116	7	38	)	)	PUNCT
ct-10116	7	39	,	,	PUNCT
ct-10116	7	40	productive	productive	ADJ
ct-10116	7	41	life	life	NOUN
ct-10116	7	42	(	(	PUNCT
ct-10116	7	43	pl	pl	NOUN
ct-10116	7	44	)	)	PUNCT
ct-10116	7	45	,	,	PUNCT
ct-10116	7	46	sire	sire	NOUN
ct-10116	7	47	calving	calving	NOUN
ct-10116	7	48	ease	ease	NOUN
ct-10116	7	49	(	(	PUNCT
ct-10116	7	50	sce	sce	PROPN
ct-10116	7	51	)	)	PUNCT
ct-10116	7	52	,	,	PUNCT
ct-10116	7	53	daughter	daughter	NOUN
ct-10116	7	54	calving	calving	NOUN
ct-10116	7	55	ease	ease	NOUN
ct-10116	7	56	(	(	PUNCT
ct-10116	7	57	dce	dce	PROPN
ct-10116	7	58	)	)	PUNCT
ct-10116	7	59	,	,	PUNCT
ct-10116	7	60	and	and	CCONJ
ct-10116	7	61	net	net	ADJ
ct-10116	7	62	merit	merit	NOUN
ct-10116	7	63	(	(	PUNCT
ct-10116	7	64	nm$	nm$	NUM
ct-10116	7	65	)	)	PUNCT
ct-10116	7	66	.	.	PUNCT
ct-10116	8	1	the	the	DET
ct-10116	8	2	reliability	reliability	NOUN
ct-10116	8	3	values	value	NOUN
ct-10116	8	4	for	for	ADP
ct-10116	8	5	non	non	ADJ
ct-10116	8	6	-	-	ADJ
ct-10116	8	7	parent	parent	ADJ
ct-10116	8	8	dairy	dairy	NOUN
ct-10116	8	9	reproductive	reproductive	ADJ
ct-10116	8	10	trait	trait	NOUN
ct-10116	8	11	gpta	gpta	NOUN
ct-10116	8	12	range	range	VERB
ct-10116	8	13	from	from	ADP
ct-10116	8	14	.49	.49	NUM
ct-10116	8	15	to	to	ADP
ct-10116	8	16	.66	.66	NUM
ct-10116	8	17	for	for	ADP
ct-10116	8	18	tested	test	VERB
ct-10116	8	19	holstein	holstein	NOUN
ct-10116	8	20	heifers	heifer	NOUN
ct-10116	8	21	,	,	PUNCT
ct-10116	8	22	as	as	SCONJ
ct-10116	8	23	compared	compare	VERB
ct-10116	8	24	to	to	ADP
ct-10116	8	25	.23	.23	NUM
ct-10116	8	26	to	to	ADP
ct-10116	8	27	.28	.28	NUM
ct-10116	8	28	for	for	ADP
ct-10116	8	29	untested	untested	ADJ
ct-10116	8	30	animals	animal	NOUN
ct-10116	8	31	.	.	PUNCT
ct-10116	9	1	enhanced	enhance	VERB
ct-10116	9	2	accuracy	accuracy	NOUN
ct-10116	9	3	and	and	CCONJ
ct-10116	9	4	reliability	reliability	NOUN
ct-10116	9	5	values	value	NOUN
ct-10116	9	6	enable	enable	VERB
ct-10116	9	7	increased	increase	VERB
ct-10116	9	8	response	response	NOUN
ct-10116	9	9	to	to	ADP
ct-10116	9	10	selection	selection	NOUN
ct-10116	9	11	and	and	CCONJ
ct-10116	9	12	commercial	commercial	ADJ
ct-10116	9	13	productivity	productivity	NOUN
ct-10116	9	14	.	.	PUNCT
ct-10116	10	1	keywords	keyword	NOUN
ct-10116	10	2	:	:	PUNCT
ct-10116	10	3	angus	angus	ADJ
ct-10116	10	4	,	,	PUNCT
ct-10116	10	5	holstein	holstein	PROPN
ct-10116	10	6	,	,	PUNCT
ct-10116	10	7	genomics	genomic	NOUN
ct-10116	10	8	,	,	PUNCT
ct-10116	10	9	accuracy	accuracy	NOUN
ct-10116	10	10	,	,	PUNCT
ct-10116	10	11	reliability	reliability	NOUN
ct-10116	10	12	introduction	introduction	NOUN
ct-10116	10	13	notable	notable	ADJ
ct-10116	10	14	production	production	NOUN
ct-10116	10	15	and	and	CCONJ
ct-10116	10	16	economic	economic	ADJ
ct-10116	10	17	losses	loss	NOUN
ct-10116	10	18	are	be	AUX
ct-10116	10	19	incurred	incur	VERB
ct-10116	10	20	across	across	ADP
ct-10116	10	21	the	the	DET
ct-10116	10	22	beef	beef	NOUN
ct-10116	10	23	and	and	CCONJ
ct-10116	10	24	dairy	dairy	NOUN
ct-10116	10	25	industries	industry	NOUN
ct-10116	10	26	due	due	ADJ
ct-10116	10	27	to	to	ADP
ct-10116	10	28	females	female	NOUN
ct-10116	10	29	with	with	ADP
ct-10116	10	30	untimely	untimely	ADJ
ct-10116	10	31	or	or	CCONJ
ct-10116	10	32	failed	fail	VERB
ct-10116	10	33	conception	conception	NOUN
ct-10116	10	34	and/or	and/or	CCONJ
ct-10116	10	35	calving	calving	NOUN
ct-10116	10	36	difficulty	difficulty	NOUN
ct-10116	10	37	.	.	PUNCT
ct-10116	11	1	in	in	ADP
ct-10116	11	2	beef	beef	NOUN
ct-10116	11	3	cattle	cattle	NOUN
ct-10116	11	4	,	,	PUNCT
ct-10116	11	5	the	the	DET
ct-10116	11	6	calving	calving	NOUN
ct-10116	11	7	percentage	percentage	NOUN
ct-10116	11	8	─	─	NOUN
ct-10116	11	9	proportion	proportion	NOUN
ct-10116	11	10	of	of	ADP
ct-10116	11	11	exposed	expose	VERB
ct-10116	11	12	females	female	NOUN
ct-10116	11	13	that	that	SCONJ
ct-10116	11	14	calve	calve	NOUN
ct-10116	11	15	─	─	PROPN
ct-10116	11	16	is	be	AUX
ct-10116	11	17	documented	document	VERB
ct-10116	11	18	as	as	ADP
ct-10116	11	19	91.5	91.5	NUM
ct-10116	11	20	percent.1	percent.1	PROPN
ct-10116	11	21	in	in	ADP
ct-10116	11	22	beef	beef	NOUN
ct-10116	11	23	herds	herd	NOUN
ct-10116	11	24	with	with	ADP
ct-10116	11	25	200	200	NUM
ct-10116	11	26	or	or	CCONJ
ct-10116	11	27	more	more	ADJ
ct-10116	11	28	cows	cow	NOUN
ct-10116	11	29	,	,	PUNCT
ct-10116	11	30	pregnancy	pregnancy	NOUN
ct-10116	11	31	status	status	NOUN
ct-10116	11	32	and	and	CCONJ
ct-10116	11	33	other	other	ADJ
ct-10116	11	34	reproductive	reproductive	ADJ
ct-10116	11	35	problems	problem	NOUN
ct-10116	11	36	accounted	account	VERB
ct-10116	11	37	for	for	ADP
ct-10116	11	38	47.9	47.9	NUM
ct-10116	11	39	percent	percent	NOUN
ct-10116	11	40	of	of	ADP
ct-10116	11	41	cow	cow	NOUN
ct-10116	11	42	culling	culling	NOUN
ct-10116	11	43	decisions	decision	NOUN
ct-10116	11	44	,	,	PUNCT
ct-10116	11	45	and	and	CCONJ
ct-10116	11	46	20.0	20.0	NUM
ct-10116	11	47	percent	percent	NOUN
ct-10116	11	48	of	of	ADP
ct-10116	11	49	cull	cull	NOUN
ct-10116	11	50	cows	cow	NOUN
ct-10116	11	51	were	be	AUX
ct-10116	11	52	sold	sell	VERB
ct-10116	11	53	because	because	SCONJ
ct-10116	11	54	of	of	ADP
ct-10116	11	55	reproductive	reproductive	ADJ
ct-10116	11	56	failure	failure	NOUN
ct-10116	11	57	at	at	ADP
ct-10116	11	58	less	less	ADJ
ct-10116	11	59	than	than	ADP
ct-10116	11	60	five	five	NUM
ct-10116	11	61	years	year	NOUN
ct-10116	11	62	of	of	ADP
ct-10116	11	63	age.1	age.1	PROPN
ct-10116	11	64	among	among	ADP
ct-10116	11	65	beef	beef	NOUN
ct-10116	11	66	heifers	heifer	NOUN
ct-10116	11	67	and	and	CCONJ
ct-10116	11	68	cows	cow	NOUN
ct-10116	11	69	,	,	PUNCT
ct-10116	11	70	11.6	11.6	NUM
ct-10116	11	71	and	and	CCONJ
ct-10116	11	72	4.3	4.3	NUM
ct-10116	11	73	percent	percent	NOUN
ct-10116	11	74	,	,	PUNCT
ct-10116	11	75	respectively	respectively	ADV
ct-10116	11	76	,	,	PUNCT
ct-10116	11	77	required	require	VERB
ct-10116	11	78	some	some	DET
ct-10116	11	79	level	level	NOUN
ct-10116	11	80	assistance	assistance	NOUN
ct-10116	11	81	during	during	ADP
ct-10116	11	82	calving.1	calving.1	PROPN
ct-10116	11	83	reproductive	reproductive	ADJ
ct-10116	11	84	problems	problem	NOUN
ct-10116	11	85	were	be	AUX
ct-10116	11	86	the	the	DET
ct-10116	11	87	highest	highest	ADV
ct-10116	11	88	ranking	ranking	ADJ
ct-10116	11	89	category	category	NOUN
ct-10116	11	90	of	of	ADP
ct-10116	11	91	reasons	reason	NOUN
ct-10116	11	92	why	why	SCONJ
ct-10116	11	93	dairy	dairy	NOUN
ct-10116	11	94	cows	cow	NOUN
ct-10116	11	95	were	be	AUX
ct-10116	11	96	permanently	permanently	ADV
ct-10116	11	97	culled	cull	VERB
ct-10116	11	98	,	,	PUNCT
ct-10116	11	99	and	and	CCONJ
ct-10116	11	100	accounted	account	VERB
ct-10116	11	101	for	for	ADP
ct-10116	11	102	26.3	26.3	NUM
ct-10116	11	103	percent	percent	NOUN
ct-10116	11	104	of	of	ADP
ct-10116	11	105	removals.2	removals.2	NOUN
ct-10116	11	106	almost	almost	ADV
ct-10116	11	107	one	one	NUM
ct-10116	11	108	in	in	ADP
ct-10116	11	109	five	five	NUM
ct-10116	11	110	(	(	PUNCT
ct-10116	11	111	17.2	17.2	NUM
ct-10116	11	112	%	%	NOUN
ct-10116	11	113	)	)	PUNCT
ct-10116	11	114	dairy	dairy	NOUN
ct-10116	11	115	calves	calf	NOUN
ct-10116	11	116	required	require	VERB
ct-10116	11	117	assistance	assistance	NOUN
ct-10116	11	118	during	during	ADP
ct-10116	11	119	delivery	delivery	NOUN
ct-10116	11	120	,	,	PUNCT
ct-10116	11	121	and	and	CCONJ
ct-10116	11	122	6.5	6.5	NUM
ct-10116	11	123	%	%	NOUN
ct-10116	11	124	were	be	AUX
ct-10116	11	125	either	either	CCONJ
ct-10116	11	126	born	bear	VERB
ct-10116	11	127	dead	dead	ADJ
ct-10116	11	128	or	or	CCONJ
ct-10116	11	129	died	die	VERB
ct-10116	11	130	prior	prior	ADV
ct-10116	11	131	to	to	ADP
ct-10116	11	132	48	48	NUM
ct-10116	11	133	hours	hour	NOUN
ct-10116	11	134	of	of	ADP
ct-10116	11	135	age.2	age.2	PROPN
ct-10116	11	136	both	both	CCONJ
ct-10116	11	137	environmental	environmental	ADJ
ct-10116	11	138	and	and	CCONJ
ct-10116	11	139	genetic	genetic	ADJ
ct-10116	11	140	factors	factor	NOUN
ct-10116	11	141	contribute	contribute	VERB
ct-10116	11	142	to	to	ADP
ct-10116	11	143	reproductive	reproductive	ADJ
ct-10116	11	144	outcomes	outcome	NOUN
ct-10116	11	145	in	in	ADP
ct-10116	11	146	beef	beef	NOUN
ct-10116	11	147	and	and	CCONJ
ct-10116	11	148	dairy	dairy	NOUN
ct-10116	11	149	cattle	cattle	NOUN
ct-10116	11	150	.	.	PUNCT
ct-10116	12	1	increasingly	increasingly	ADV
ct-10116	12	2	,	,	PUNCT
ct-10116	12	3	genomic	genomic	ADJ
ct-10116	12	4	technology	technology	NOUN
ct-10116	12	5	is	be	AUX
ct-10116	12	6	available	available	ADJ
ct-10116	12	7	to	to	PART
ct-10116	12	8	enhance	enhance	VERB
ct-10116	12	9	the	the	DET
ct-10116	12	10	dependability	dependability	NOUN
ct-10116	12	11	of	of	ADP
ct-10116	12	12	genetic	genetic	ADJ
ct-10116	12	13	predictions	prediction	NOUN
ct-10116	12	14	for	for	ADP
ct-10116	12	15	reproductive	reproductive	ADJ
ct-10116	12	16	and	and	CCONJ
ct-10116	12	17	calving	calving	NOUN
ct-10116	12	18	performance	performance	NOUN
ct-10116	12	19	,	,	PUNCT
ct-10116	12	20	to	to	PART
ct-10116	12	21	help	help	VERB
ct-10116	12	22	reduce	reduce	VERB
ct-10116	12	23	associated	associated	ADJ
ct-10116	12	24	economic	economic	ADJ
ct-10116	12	25	losses	loss	NOUN
ct-10116	12	26	.	.	PUNCT
ct-10116	13	1	since	since	SCONJ
ct-10116	13	2	shortly	shortly	ADV
ct-10116	13	3	after	after	ADP
ct-10116	13	4	introduction	introduction	NOUN
ct-10116	13	5	of	of	ADP
ct-10116	13	6	the	the	DET
ct-10116	13	7	illumina	illumina	PROPN
ct-10116	13	8	®	®	PROPN
ct-10116	13	9	bovinesnp50	bovinesnp50	NOUN
ct-10116	13	10	genotyping	genotype	VERB
ct-10116	13	11	beadchip3	beadchip3	NOUN
ct-10116	13	12	in	in	ADP
ct-10116	13	13	2008	2008	NUM
ct-10116	13	14	,	,	PUNCT
ct-10116	13	15	leading	lead	VERB
ct-10116	13	16	beef	beef	NOUN
ct-10116	13	17	and	and	CCONJ
ct-10116	13	18	dairy	dairy	NOUN
ct-10116	13	19	cattle	cattle	NOUN
ct-10116	13	20	breed	breed	NOUN
ct-10116	13	21	associations	association	NOUN
ct-10116	13	22	and	and	CCONJ
ct-10116	13	23	genetic	genetic	ADJ
ct-10116	13	24	evaluation	evaluation	NOUN
ct-10116	13	25	service	service	NOUN
ct-10116	13	26	providers	provider	NOUN
ct-10116	13	27	have	have	AUX
ct-10116	13	28	incorporated	incorporate	VERB
ct-10116	13	29	marker	marker	NOUN
ct-10116	13	30	information	information	NOUN
ct-10116	13	31	into	into	ADP
ct-10116	13	32	their	their	PRON
ct-10116	13	33	genetic	genetic	ADJ
ct-10116	13	34	evaluations	evaluation	NOUN
ct-10116	13	35	and	and	CCONJ
ct-10116	13	36	performance	performance	NOUN
ct-10116	13	37	programs	program	NOUN
ct-10116	13	38	.	.	PUNCT
ct-10116	14	1	specifically	specifically	ADV
ct-10116	14	2	,	,	PUNCT
ct-10116	14	3	of	of	ADP
ct-10116	14	4	the	the	DET
ct-10116	14	5	various	various	ADJ
ct-10116	14	6	beef	beef	NOUN
ct-10116	14	7	and	and	CCONJ
ct-10116	14	8	dairy	dairy	NOUN
ct-10116	14	9	breeds	breed	NOUN
ct-10116	14	10	,	,	PUNCT
ct-10116	14	11	such	such	ADJ
ct-10116	14	12	integration	integration	NOUN
ct-10116	14	13	of	of	ADP
ct-10116	14	14	genomic	genomic	ADJ
ct-10116	14	15	information	information	NOUN
ct-10116	14	16	is	be	AUX
ct-10116	14	17	most	most	ADV
ct-10116	14	18	advanced	advanced	ADJ
ct-10116	14	19	and	and	CCONJ
ct-10116	14	20	has	have	AUX
ct-10116	14	21	been	be	AUX
ct-10116	14	22	of	of	ADP
ct-10116	14	23	most	most	ADJ
ct-10116	14	24	commercial	commercial	ADJ
ct-10116	14	25	impact	impact	NOUN
ct-10116	14	26	in	in	ADP
ct-10116	14	27	angus	angus	NOUN
ct-10116	14	28	and	and	CCONJ
ct-10116	14	29	holstein	holstein	NOUN
ct-10116	14	30	,	,	PUNCT
ct-10116	14	31	respectively	respectively	ADV
ct-10116	14	32	.	.	PUNCT
ct-10116	15	1	while	while	SCONJ
ct-10116	15	2	initial	initial	ADJ
ct-10116	15	3	use	use	NOUN
ct-10116	15	4	of	of	ADP
ct-10116	15	5	genomicenhanced	genomicenhance	VERB
ct-10116	15	6	breeding	breeding	NOUN
ct-10116	15	7	information	information	NOUN
ct-10116	15	8	was	be	AUX
ct-10116	15	9	centered	center	VERB
ct-10116	15	10	on	on	ADP
ct-10116	15	11	seedstock	seedstock	NOUN
ct-10116	15	12	,	,	PUNCT
ct-10116	15	13	there	there	PRON
ct-10116	15	14	is	be	VERB
ct-10116	15	15	now	now	ADV
ct-10116	15	16	growing	grow	VERB
ct-10116	15	17	adoption	adoption	NOUN
ct-10116	15	18	by	by	ADP
ct-10116	15	19	commercial	commercial	ADJ
ct-10116	15	20	users	user	NOUN
ct-10116	15	21	of	of	ADP
ct-10116	15	22	angus	angus	ADJ
ct-10116	15	23	genetics	genetic	NOUN
ct-10116	15	24	and	and	CCONJ
ct-10116	15	25	dairy	dairy	NOUN
ct-10116	15	26	producers	producer	NOUN
ct-10116	15	27	with	with	ADP
ct-10116	15	28	non	non	ADJ
ct-10116	15	29	-	-	ADJ
ct-10116	15	30	registered	register	VERB
ct-10116	15	31	holsteins	holstein	NOUN
ct-10116	15	32	.	.	PUNCT
ct-10116	16	1	the	the	DET
ct-10116	16	2	purpose	purpose	NOUN
ct-10116	16	3	of	of	ADP
ct-10116	16	4	this	this	DET
ct-10116	16	5	paper	paper	NOUN
ct-10116	16	6	is	be	AUX
ct-10116	16	7	to	to	PART
ct-10116	16	8	describe	describe	VERB
ct-10116	16	9	current	current	ADJ
ct-10116	16	10	use	use	NOUN
ct-10116	16	11	of	of	ADP
ct-10116	16	12	marker	marker	NOUN
ct-10116	16	13	information	information	NOUN
ct-10116	16	14	to	to	PART
ct-10116	16	15	improve	improve	VERB
ct-10116	16	16	the	the	DET
ct-10116	16	17	accuracy	accuracy	NOUN
ct-10116	16	18	of	of	ADP
ct-10116	16	19	selection	selection	NOUN
ct-10116	16	20	,	,	PUNCT
ct-10116	16	21	mating	mating	NOUN
ct-10116	16	22	and	and	CCONJ
ct-10116	16	23	marketing	marketing	NOUN
ct-10116	16	24	decisions	decision	NOUN
ct-10116	16	25	for	for	ADP
ct-10116	16	26	improved	improve	VERB
ct-10116	16	27	reproductive	reproductive	ADJ
ct-10116	16	28	performance	performance	NOUN
ct-10116	16	29	and	and	CCONJ
ct-10116	16	30	calving	calving	NOUN
ct-10116	16	31	ease	ease	NOUN
ct-10116	16	32	in	in	ADP
ct-10116	16	33	these	these	DET
ct-10116	16	34	breeds	breed	NOUN
ct-10116	16	35	.	.	PUNCT
ct-10116	17	1	473	473	NUM
ct-10116	17	2	clinical	clinical	ADJ
ct-10116	17	3	theriogenology	theriogenology	NOUN
ct-10116	17	4	•	•	NOUN
ct-10116	17	5	volume	volume	NOUN
ct-10116	17	6	5	5	NUM
ct-10116	17	7	,	,	PUNCT
ct-10116	17	8	number	number	NOUN
ct-10116	17	9	4	4	NUM
ct-10116	17	10	•	•	NOUN
ct-10116	17	11	december	december	PROPN
ct-10116	17	12	2013	2013	NUM
ct-10116	17	13	materials	material	NOUN
ct-10116	17	14	and	and	CCONJ
ct-10116	17	15	methods	method	NOUN
ct-10116	17	16	collaboration	collaboration	NOUN
ct-10116	17	17	among	among	ADP
ct-10116	17	18	respective	respective	ADJ
ct-10116	17	19	breed	breed	NOUN
ct-10116	17	20	associations	association	NOUN
ct-10116	17	21	,	,	PUNCT
ct-10116	17	22	genetic	genetic	ADJ
ct-10116	17	23	evaluation	evaluation	NOUN
ct-10116	17	24	service	service	NOUN
ct-10116	17	25	providers	provider	NOUN
ct-10116	17	26	,	,	PUNCT
ct-10116	17	27	research	research	NOUN
ct-10116	17	28	and	and	CCONJ
ct-10116	17	29	development	development	NOUN
ct-10116	17	30	personnel	personnel	NOUN
ct-10116	17	31	and	and	CCONJ
ct-10116	17	32	genomic	genomic	NOUN
ct-10116	17	33	companies	company	NOUN
ct-10116	17	34	was	be	AUX
ct-10116	17	35	and	and	CCONJ
ct-10116	17	36	remains	remain	VERB
ct-10116	17	37	the	the	DET
ct-10116	17	38	key	key	NOUN
ct-10116	17	39	to	to	ADP
ct-10116	17	40	unlocking	unlock	VERB
ct-10116	17	41	the	the	DET
ct-10116	17	42	benefits	benefit	NOUN
ct-10116	17	43	of	of	ADP
ct-10116	17	44	genomic	genomic	ADJ
ct-10116	17	45	technology	technology	NOUN
ct-10116	17	46	.	.	PUNCT
ct-10116	18	1	cooperation	cooperation	NOUN
ct-10116	18	2	among	among	ADP
ct-10116	18	3	these	these	DET
ct-10116	18	4	entities	entity	NOUN
ct-10116	18	5	was	be	AUX
ct-10116	18	6	essential	essential	ADJ
ct-10116	18	7	for	for	ADP
ct-10116	18	8	appropriate	appropriate	ADJ
ct-10116	18	9	technical	technical	ADJ
ct-10116	18	10	integration	integration	NOUN
ct-10116	18	11	of	of	ADP
ct-10116	18	12	evolving	evolve	VERB
ct-10116	18	13	marker	marker	NOUN
ct-10116	18	14	information	information	NOUN
ct-10116	18	15	,	,	PUNCT
ct-10116	18	16	along	along	ADP
ct-10116	18	17	with	with	ADP
ct-10116	18	18	continuously	continuously	ADV
ct-10116	18	19	accumulating	accumulate	VERB
ct-10116	18	20	pedigree	pedigree	ADJ
ct-10116	18	21	and	and	CCONJ
ct-10116	18	22	performance	performance	NOUN
ct-10116	18	23	data	datum	NOUN
ct-10116	18	24	,	,	PUNCT
ct-10116	18	25	into	into	ADP
ct-10116	18	26	the	the	DET
ct-10116	18	27	existing	exist	VERB
ct-10116	18	28	beef	beef	NOUN
ct-10116	18	29	and	and	CCONJ
ct-10116	18	30	dairy	dairy	NOUN
ct-10116	18	31	genetic	genetic	ADJ
ct-10116	18	32	evaluation	evaluation	NOUN
ct-10116	18	33	infrastructure	infrastructure	NOUN
ct-10116	18	34	.	.	PUNCT
ct-10116	19	1	this	this	DET
ct-10116	19	2	integration	integration	NOUN
ct-10116	19	3	into	into	ADP
ct-10116	19	4	evaluation	evaluation	NOUN
ct-10116	19	5	systems	system	NOUN
ct-10116	19	6	used	use	VERB
ct-10116	19	7	and	and	CCONJ
ct-10116	19	8	trusted	trust	VERB
ct-10116	19	9	by	by	ADP
ct-10116	19	10	breeders	breeder	NOUN
ct-10116	19	11	and	and	CCONJ
ct-10116	19	12	commercial	commercial	ADJ
ct-10116	19	13	producers	producer	NOUN
ct-10116	19	14	was	be	AUX
ct-10116	19	15	critical	critical	ADJ
ct-10116	19	16	for	for	ADP
ct-10116	19	17	adoption	adoption	NOUN
ct-10116	19	18	.	.	PUNCT
ct-10116	20	1	while	while	SCONJ
ct-10116	20	2	the	the	DET
ct-10116	20	3	illumina	illumina	PROPN
ct-10116	20	4	®	®	PROPN
ct-10116	20	5	bovinesnp50	bovinesnp50	NOUN
ct-10116	20	6	genotyping	genotype	VERB
ct-10116	20	7	beadchip	beadchip	NOUN
ct-10116	20	8	that	that	PRON
ct-10116	20	9	included	include	VERB
ct-10116	20	10	just	just	ADV
ct-10116	20	11	over	over	ADP
ct-10116	20	12	54,000	54,000	NUM
ct-10116	20	13	markers	marker	NOUN
ct-10116	20	14	(	(	PUNCT
ct-10116	20	15	typically	typically	ADV
ct-10116	20	16	referred	refer	VERB
ct-10116	20	17	to	to	ADP
ct-10116	20	18	as	as	ADP
ct-10116	20	19	50k	50k	NUM
ct-10116	20	20	)	)	PUNCT
ct-10116	20	21	was	be	AUX
ct-10116	20	22	the	the	DET
ct-10116	20	23	foundational	foundational	ADJ
ct-10116	20	24	technology	technology	NOUN
ct-10116	20	25	from	from	ADP
ct-10116	20	26	which	which	PRON
ct-10116	20	27	current	current	ADJ
ct-10116	20	28	genomic	genomic	NOUN
ct-10116	20	29	-	-	PUNCT
ct-10116	20	30	enhanced	enhance	VERB
ct-10116	20	31	predictions	prediction	NOUN
ct-10116	20	32	were	be	AUX
ct-10116	20	33	developed	develop	VERB
ct-10116	20	34	,	,	PUNCT
ct-10116	20	35	other	other	ADJ
ct-10116	20	36	lower	low	ADJ
ct-10116	20	37	density	density	NOUN
ct-10116	20	38	commercial	commercial	ADJ
ct-10116	20	39	genotyping	genotyping	NOUN
ct-10116	20	40	platforms	platform	NOUN
ct-10116	20	41	ranging	range	VERB
ct-10116	20	42	from	from	ADP
ct-10116	20	43	roughly	roughly	ADV
ct-10116	20	44	3,000	3,000	NUM
ct-10116	20	45	to	to	PART
ct-10116	20	46	20,000	20,000	NUM
ct-10116	20	47	markers	marker	NOUN
ct-10116	20	48	are	be	AUX
ct-10116	20	49	now	now	ADV
ct-10116	20	50	widely	widely	ADV
ct-10116	20	51	used	use	VERB
ct-10116	20	52	in	in	ADP
ct-10116	20	53	the	the	DET
ct-10116	20	54	dairy	dairy	NOUN
ct-10116	20	55	industry	industry	NOUN
ct-10116	20	56	,	,	PUNCT
ct-10116	20	57	particularly	particularly	ADV
ct-10116	20	58	as	as	SCONJ
ct-10116	20	59	applied	apply	VERB
ct-10116	20	60	to	to	ADP
ct-10116	20	61	females	female	NOUN
ct-10116	20	62	that	that	PRON
ct-10116	20	63	are	be	AUX
ct-10116	20	64	less	less	ADV
ct-10116	20	65	influential	influential	ADJ
ct-10116	20	66	in	in	ADP
ct-10116	20	67	the	the	DET
ct-10116	20	68	population	population	NOUN
ct-10116	20	69	.	.	PUNCT
ct-10116	21	1	a	a	DET
ct-10116	21	2	process	process	NOUN
ct-10116	21	3	called	call	VERB
ct-10116	21	4	imputation	imputation	NOUN
ct-10116	21	5	is	be	AUX
ct-10116	21	6	then	then	ADV
ct-10116	21	7	employed	employ	VERB
ct-10116	21	8	,	,	PUNCT
ct-10116	21	9	whereby	whereby	SCONJ
ct-10116	21	10	lower	low	ADJ
ct-10116	21	11	density	density	NOUN
ct-10116	21	12	marker	marker	NOUN
ct-10116	21	13	information	information	NOUN
ct-10116	21	14	from	from	ADP
ct-10116	21	15	tested	test	VERB
ct-10116	21	16	animals	animal	NOUN
ct-10116	21	17	is	be	AUX
ct-10116	21	18	used	use	VERB
ct-10116	21	19	to	to	PART
ct-10116	21	20	effectively	effectively	ADV
ct-10116	21	21	infer	infer	VERB
ct-10116	21	22	their	their	PRON
ct-10116	21	23	unknown	unknown	ADJ
ct-10116	21	24	genotypes	genotype	NOUN
ct-10116	21	25	to	to	ADP
ct-10116	21	26	the	the	DET
ct-10116	21	27	higher	high	ADJ
ct-10116	21	28	50k	50k	ADJ
ct-10116	21	29	density	density	NOUN
ct-10116	21	30	.	.	PUNCT
ct-10116	22	1	the	the	DET
ct-10116	22	2	impact	impact	NOUN
ct-10116	22	3	of	of	ADP
ct-10116	22	4	this	this	DET
ct-10116	22	5	strategy	strategy	NOUN
ct-10116	22	6	is	be	AUX
ct-10116	22	7	that	that	SCONJ
ct-10116	22	8	the	the	DET
ct-10116	22	9	costs	cost	NOUN
ct-10116	22	10	of	of	ADP
ct-10116	22	11	acquiring	acquire	VERB
ct-10116	22	12	genotypes	genotype	NOUN
ct-10116	22	13	can	can	AUX
ct-10116	22	14	be	be	AUX
ct-10116	22	15	reduced	reduce	VERB
ct-10116	22	16	while	while	SCONJ
ct-10116	22	17	still	still	ADV
ct-10116	22	18	affording	afford	VERB
ct-10116	22	19	the	the	DET
ct-10116	22	20	benefits	benefit	NOUN
ct-10116	22	21	of	of	ADP
ct-10116	22	22	higher	high	ADJ
ct-10116	22	23	density	density	NOUN
ct-10116	22	24	genomic	genomic	NOUN
ct-10116	22	25	data	datum	NOUN
ct-10116	22	26	;	;	PUNCT
ct-10116	22	27	namely	namely	ADV
ct-10116	22	28	,	,	PUNCT
ct-10116	22	29	greater	great	ADJ
ct-10116	22	30	accuracy	accuracy	NOUN
ct-10116	22	31	of	of	ADP
ct-10116	22	32	genomic	genomic	ADJ
ct-10116	22	33	predictions	prediction	NOUN
ct-10116	22	34	.	.	PUNCT
ct-10116	23	1	as	as	ADP
ct-10116	23	2	of	of	ADP
ct-10116	23	3	july	july	PROPN
ct-10116	23	4	29	29	NUM
ct-10116	23	5	,	,	PUNCT
ct-10116	23	6	2013	2013	NUM
ct-10116	23	7	,	,	PUNCT
ct-10116	23	8	across	across	ADP
ct-10116	23	9	all	all	DET
ct-10116	23	10	dairy	dairy	NOUN
ct-10116	23	11	breeds	breed	NOUN
ct-10116	23	12	and	and	CCONJ
ct-10116	23	13	genotyping	genotyping	NOUN
ct-10116	23	14	platforms	platform	NOUN
ct-10116	23	15	,	,	PUNCT
ct-10116	23	16	marker	marker	NOUN
ct-10116	23	17	information	information	NOUN
ct-10116	23	18	from	from	ADP
ct-10116	23	19	439,528	439,528	NUM
ct-10116	23	20	animals	animal	NOUN
ct-10116	23	21	contributed	contribute	VERB
ct-10116	23	22	to	to	ADP
ct-10116	23	23	the	the	DET
ct-10116	23	24	most	most	ADV
ct-10116	23	25	recent	recent	ADJ
ct-10116	23	26	dairy	dairy	NOUN
ct-10116	23	27	evaluations	evaluation	NOUN
ct-10116	23	28	,	,	PUNCT
ct-10116	23	29	with	with	ADP
ct-10116	23	30	holstein	holstein	NOUN
ct-10116	23	31	comprising	comprise	VERB
ct-10116	23	32	382,386	382,386	NUM
ct-10116	23	33	head	head	NOUN
ct-10116	23	34	of	of	ADP
ct-10116	23	35	that	that	PRON
ct-10116	24	1	total.4	total.4	PROPN
ct-10116	24	2	in	in	ADP
ct-10116	24	3	contrast	contrast	NOUN
ct-10116	24	4	,	,	PUNCT
ct-10116	24	5	while	while	SCONJ
ct-10116	24	6	the	the	DET
ct-10116	24	7	total	total	ADJ
ct-10116	24	8	number	number	NOUN
ct-10116	24	9	of	of	ADP
ct-10116	24	10	beef	beef	NOUN
ct-10116	24	11	animals	animal	NOUN
ct-10116	24	12	commercially	commercially	ADV
ct-10116	24	13	genotyped	genotype	VERB
ct-10116	24	14	across	across	ADP
ct-10116	24	15	major	major	ADJ
ct-10116	24	16	breeds	breed	NOUN
ct-10116	24	17	on	on	ADP
ct-10116	24	18	comparable	comparable	ADJ
ct-10116	24	19	platforms	platform	NOUN
ct-10116	24	20	is	be	AUX
ct-10116	24	21	not	not	PART
ct-10116	24	22	documented	document	VERB
ct-10116	24	23	,	,	PUNCT
ct-10116	24	24	approximately	approximately	ADV
ct-10116	24	25	35,000	35,000	NUM
ct-10116	24	26	angus	angus	ADJ
ct-10116	24	27	animals	animal	NOUN
ct-10116	24	28	are	be	AUX
ct-10116	24	29	known	know	VERB
ct-10116	24	30	to	to	PART
ct-10116	24	31	have	have	AUX
ct-10116	24	32	been	be	AUX
ct-10116	24	33	commercially	commercially	ADV
ct-10116	24	34	genotyped	genotype	VERB
ct-10116	24	35	on	on	ADP
ct-10116	24	36	the	the	DET
ct-10116	24	37	50k	50k	NOUN
ct-10116	24	38	platform	platform	NOUN
ct-10116	24	39	.	.	PUNCT
ct-10116	25	1	there	there	PRON
ct-10116	25	2	are	be	VERB
ct-10116	25	3	a	a	DET
ct-10116	25	4	number	number	NOUN
ct-10116	25	5	of	of	ADP
ct-10116	25	6	different	different	ADJ
ct-10116	25	7	methods	method	NOUN
ct-10116	25	8	currently	currently	ADV
ct-10116	25	9	used	use	VERB
ct-10116	25	10	to	to	PART
ct-10116	25	11	integrate	integrate	VERB
ct-10116	25	12	genomic	genomic	ADJ
ct-10116	25	13	information	information	NOUN
ct-10116	25	14	into	into	ADP
ct-10116	25	15	beef	beef	NOUN
ct-10116	25	16	and	and	CCONJ
ct-10116	25	17	dairy	dairy	NOUN
ct-10116	25	18	cattle	cattle	NOUN
ct-10116	25	19	genetic	genetic	ADJ
ct-10116	25	20	evaluations	evaluation	NOUN
ct-10116	25	21	.	.	PUNCT
ct-10116	26	1	in	in	ADP
ct-10116	26	2	angus	angus	NOUN
ct-10116	26	3	,	,	PUNCT
ct-10116	26	4	externally	externally	ADV
ct-10116	26	5	calibrated	calibrate	VERB
ct-10116	26	6	molecular	molecular	ADJ
ct-10116	26	7	breeding	breeding	NOUN
ct-10116	26	8	values	value	NOUN
ct-10116	26	9	(	(	PUNCT
ct-10116	26	10	mbv	mbv	PROPN
ct-10116	26	11	)	)	PUNCT
ct-10116	26	12	are	be	AUX
ct-10116	26	13	incorporated	incorporate	VERB
ct-10116	26	14	as	as	ADP
ct-10116	26	15	correlated	correlate	VERB
ct-10116	26	16	traits	trait	NOUN
ct-10116	26	17	.	.	PUNCT
ct-10116	27	1	the	the	PRON
ct-10116	27	2	higher	high	ADJ
ct-10116	27	3	the	the	DET
ct-10116	27	4	correlation	correlation	NOUN
ct-10116	27	5	between	between	ADP
ct-10116	27	6	the	the	DET
ct-10116	27	7	mbv	mbv	NOUN
ct-10116	27	8	for	for	ADP
ct-10116	27	9	a	a	DET
ct-10116	27	10	given	give	VERB
ct-10116	27	11	trait	trait	NOUN
ct-10116	27	12	and	and	CCONJ
ct-10116	27	13	performance	performance	NOUN
ct-10116	27	14	phenotypes	phenotype	NOUN
ct-10116	27	15	,	,	PUNCT
ct-10116	27	16	the	the	PRON
ct-10116	27	17	greater	great	ADJ
ct-10116	27	18	the	the	DET
ct-10116	27	19	boost	boost	NOUN
ct-10116	27	20	in	in	ADP
ct-10116	27	21	accuracy	accuracy	NOUN
ct-10116	27	22	associated	associate	VERB
ct-10116	27	23	with	with	ADP
ct-10116	27	24	ge	ge	PROPN
ct-10116	27	25	-	-	PUNCT
ct-10116	27	26	epd	epd	PROPN
ct-10116	27	27	versus	versus	ADP
ct-10116	27	28	traditional	traditional	ADJ
ct-10116	27	29	epd	epd	PROPN
ct-10116	27	30	.	.	PUNCT
ct-10116	28	1	in	in	ADP
ct-10116	28	2	dairy	dairy	NOUN
ct-10116	28	3	genetic	genetic	ADJ
ct-10116	28	4	evaluations	evaluation	NOUN
ct-10116	28	5	including	include	VERB
ct-10116	28	6	holstein	holstein	NOUN
ct-10116	28	7	,	,	PUNCT
ct-10116	28	8	marker	marker	NOUN
ct-10116	28	9	genotypes	genotype	NOUN
ct-10116	28	10	are	be	AUX
ct-10116	28	11	primarily	primarily	ADV
ct-10116	28	12	used	use	VERB
ct-10116	28	13	along	along	ADP
ct-10116	28	14	with	with	ADP
ct-10116	28	15	recorded	record	VERB
ct-10116	28	16	and	and	CCONJ
ct-10116	28	17	verified	verified	ADJ
ct-10116	28	18	parentage	parentage	NOUN
ct-10116	28	19	and	and	CCONJ
ct-10116	28	20	production	production	NOUN
ct-10116	28	21	data	datum	NOUN
ct-10116	28	22	to	to	ADP
ct-10116	28	23	more	more	ADV
ct-10116	28	24	precisely	precisely	ADV
ct-10116	28	25	quantify	quantify	ADJ
ct-10116	28	26	pedigree	pedigree	ADJ
ct-10116	28	27	relationships	relationship	NOUN
ct-10116	28	28	and	and	CCONJ
ct-10116	28	29	gene	gene	NOUN
ct-10116	28	30	sampling	sample	VERB
ct-10116	28	31	in	in	ADP
ct-10116	28	32	the	the	DET
ct-10116	28	33	computation	computation	NOUN
ct-10116	28	34	of	of	ADP
ct-10116	28	35	genomic	genomic	NOUN
ct-10116	28	36	predicted	predict	VERB
ct-10116	28	37	transmitting	transmit	VERB
ct-10116	28	38	abilities	ability	NOUN
ct-10116	28	39	(	(	PUNCT
ct-10116	28	40	gpta	gpta	NOUN
ct-10116	28	41	)	)	PUNCT
ct-10116	28	42	.	.	PUNCT
ct-10116	29	1	it	it	PRON
ct-10116	29	2	follows	follow	VERB
ct-10116	29	3	that	that	SCONJ
ct-10116	29	4	a	a	DET
ct-10116	29	5	valuable	valuable	ADJ
ct-10116	29	6	feature	feature	NOUN
ct-10116	29	7	of	of	ADP
ct-10116	29	8	genomic	genomic	ADJ
ct-10116	29	9	testing	testing	NOUN
ct-10116	29	10	in	in	ADP
ct-10116	29	11	beef	beef	NOUN
ct-10116	29	12	and	and	CCONJ
ct-10116	29	13	dairy	dairy	NOUN
ct-10116	29	14	cattle	cattle	NOUN
ct-10116	29	15	includes	include	VERB
ct-10116	29	16	the	the	DET
ct-10116	29	17	verification	verification	NOUN
ct-10116	29	18	or	or	CCONJ
ct-10116	29	19	correction	correction	NOUN
ct-10116	29	20	of	of	ADP
ct-10116	29	21	recorded	record	VERB
ct-10116	29	22	parentage	parentage	NOUN
ct-10116	29	23	,	,	PUNCT
ct-10116	29	24	as	as	ADV
ct-10116	29	25	well	well	ADV
ct-10116	29	26	as	as	ADP
ct-10116	29	27	the	the	DET
ct-10116	29	28	assignment	assignment	NOUN
ct-10116	29	29	of	of	ADP
ct-10116	29	30	candidate	candidate	NOUN
ct-10116	29	31	parents	parent	NOUN
ct-10116	29	32	,	,	PUNCT
ct-10116	29	33	as	as	SCONJ
ct-10116	29	34	is	be	AUX
ct-10116	29	35	the	the	DET
ct-10116	29	36	case	case	NOUN
ct-10116	29	37	in	in	ADP
ct-10116	29	38	multiple	multiple	ADJ
ct-10116	29	39	-	-	PUNCT
ct-10116	29	40	sire	sire	NOUN
ct-10116	29	41	breeding	breeding	NOUN
ct-10116	29	42	schemes	scheme	NOUN
ct-10116	29	43	.	.	PUNCT
ct-10116	30	1	as	as	ADV
ct-10116	30	2	well	well	ADV
ct-10116	30	3	,	,	PUNCT
ct-10116	30	4	primarily	primarily	ADV
ct-10116	30	5	for	for	ADP
ct-10116	30	6	more	more	ADV
ct-10116	30	7	informed	informed	ADJ
ct-10116	30	8	mating	mating	NOUN
ct-10116	30	9	decisions	decision	NOUN
ct-10116	30	10	,	,	PUNCT
ct-10116	30	11	marker	marker	NOUN
ct-10116	30	12	information	information	NOUN
ct-10116	30	13	is	be	AUX
ct-10116	30	14	used	use	VERB
ct-10116	30	15	in	in	ADP
ct-10116	30	16	dairy	dairy	NOUN
ct-10116	30	17	to	to	PART
ct-10116	30	18	quantify	quantify	VERB
ct-10116	30	19	inbreeding	inbreede	VERB
ct-10116	30	20	and	and	CCONJ
ct-10116	30	21	assess	assess	NOUN
ct-10116	30	22	carrier	carrier	NOUN
ct-10116	30	23	status	status	NOUN
ct-10116	30	24	for	for	ADP
ct-10116	30	25	important	important	ADJ
ct-10116	30	26	haplotypes	haplotype	NOUN
ct-10116	30	27	affecting	affect	VERB
ct-10116	30	28	fertility	fertility	NOUN
ct-10116	30	29	.	.	PUNCT
ct-10116	31	1	results	result	NOUN
ct-10116	31	2	and	and	CCONJ
ct-10116	31	3	discussion	discussion	NOUN
ct-10116	31	4	angus	angus	PROPN
ct-10116	31	5	genetics	genetics	PROPN
ct-10116	31	6	inc	inc	PROPN
ct-10116	31	7	.	.	PROPN
ct-10116	31	8	computes	compute	VERB
ct-10116	31	9	ge	ge	PROPN
ct-10116	31	10	-	-	PUNCT
ct-10116	31	11	epd	epd	PROPN
ct-10116	31	12	on	on	ADP
ct-10116	31	13	a	a	DET
ct-10116	31	14	weekly	weekly	ADJ
ct-10116	31	15	basis	basis	NOUN
ct-10116	31	16	for	for	ADP
ct-10116	31	17	14	14	NUM
ct-10116	31	18	traits	trait	NOUN
ct-10116	31	19	,	,	PUNCT
ct-10116	31	20	including	include	VERB
ct-10116	31	21	the	the	DET
ct-10116	31	22	reproductive	reproductive	ADJ
ct-10116	31	23	measures	measure	NOUN
ct-10116	31	24	ced	ce	VERB
ct-10116	31	25	and	and	CCONJ
ct-10116	31	26	sc5	sc5	PROPN
ct-10116	31	27	(	(	PUNCT
ct-10116	31	28	table	table	NOUN
ct-10116	31	29	1	1	NUM
ct-10116	31	30	)	)	PUNCT
ct-10116	31	31	.	.	PUNCT
ct-10116	32	1	the	the	DET
ct-10116	32	2	correlations	correlation	NOUN
ct-10116	32	3	between	between	ADP
ct-10116	32	4	mbv	mbv	PROPN
ct-10116	32	5	from	from	ADP
ct-10116	32	6	50k	50k	NOUN
ct-10116	32	7	and	and	CCONJ
ct-10116	32	8	expressed	express	VERB
ct-10116	32	9	performance	performance	NOUN
ct-10116	32	10	for	for	ADP
ct-10116	32	11	ced	ced	ADJ
ct-10116	32	12	and	and	CCONJ
ct-10116	32	13	sc	sc	PROPN
ct-10116	32	14	,	,	PUNCT
ct-10116	32	15	estimated	estimate	VERB
ct-10116	32	16	and	and	CCONJ
ct-10116	32	17	used	use	VERB
ct-10116	32	18	in	in	ADP
ct-10116	32	19	genetic	genetic	ADJ
ct-10116	32	20	evaluation	evaluation	NOUN
ct-10116	32	21	by	by	ADP
ct-10116	32	22	agi	agi	PROPN
ct-10116	32	23	,	,	PUNCT
ct-10116	32	24	are	be	AUX
ct-10116	32	25	.61	.61	NUM
ct-10116	32	26	and	and	CCONJ
ct-10116	32	27	.73	.73	NUM
ct-10116	32	28	,	,	PUNCT
ct-10116	32	29	respectively	respectively	ADV
ct-10116	32	30	.	.	PUNCT
ct-10116	33	1	these	these	DET
ct-10116	33	2	correlations	correlation	NOUN
ct-10116	33	3	indicate	indicate	VERB
ct-10116	33	4	that	that	SCONJ
ct-10116	33	5	37	37	NUM
ct-10116	33	6	percent	percent	NOUN
ct-10116	33	7	of	of	ADP
ct-10116	33	8	the	the	DET
ct-10116	33	9	additive	additive	ADJ
ct-10116	33	10	genetic	genetic	ADJ
ct-10116	33	11	variation	variation	NOUN
ct-10116	33	12	for	for	ADP
ct-10116	33	13	ced	ced	ADJ
ct-10116	33	14	and	and	CCONJ
ct-10116	33	15	45	45	NUM
ct-10116	33	16	percent	percent	NOUN
ct-10116	33	17	for	for	ADP
ct-10116	33	18	sc	sc	PROPN
ct-10116	33	19	,	,	PUNCT
ct-10116	33	20	are	be	AUX
ct-10116	33	21	explained	explain	VERB
ct-10116	33	22	by	by	ADP
ct-10116	33	23	the	the	DET
ct-10116	33	24	marker	marker	NOUN
ct-10116	33	25	information	information	NOUN
ct-10116	33	26	.	.	PUNCT
ct-10116	34	1	when	when	SCONJ
ct-10116	34	2	50k	50k	NOUN
ct-10116	34	3	marker	marker	NOUN
ct-10116	34	4	information	information	NOUN
ct-10116	34	5	is	be	AUX
ct-10116	34	6	incorporated	incorporate	VERB
ct-10116	34	7	into	into	ADP
ct-10116	34	8	ge	ge	PROPN
ct-10116	34	9	-	-	PUNCT
ct-10116	34	10	epd	epd	PROPN
ct-10116	34	11	along	along	ADP
ct-10116	34	12	with	with	ADP
ct-10116	34	13	verified	verified	ADJ
ct-10116	34	14	parentage	parentage	NOUN
ct-10116	34	15	,	,	PUNCT
ct-10116	34	16	the	the	DET
ct-10116	34	17	average	average	ADJ
ct-10116	34	18	accuracy	accuracy	NOUN
ct-10116	34	19	achieved	achieve	VERB
ct-10116	34	20	in	in	ADP
ct-10116	34	21	non	non	ADJ
ct-10116	34	22	-	-	ADJ
ct-10116	34	23	parent	parent	ADJ
ct-10116	34	24	animals	animal	NOUN
ct-10116	34	25	is	be	AUX
ct-10116	34	26	.31	.31	NUM
ct-10116	34	27	and	and	CCONJ
ct-10116	34	28	.36	.36	NUM
ct-10116	34	29	for	for	ADP
ct-10116	34	30	ced	ced	ADJ
ct-10116	34	31	and	and	CCONJ
ct-10116	34	32	sc	sc	PROPN
ct-10116	34	33	,	,	PUNCT
ct-10116	34	34	respectively	respectively	ADV
ct-10116	34	35	.	.	PUNCT
ct-10116	35	1	in	in	ADP
ct-10116	35	2	contrast	contrast	NOUN
ct-10116	35	3	,	,	PUNCT
ct-10116	35	4	animals	animal	NOUN
ct-10116	35	5	with	with	ADP
ct-10116	35	6	only	only	ADJ
ct-10116	35	7	pedigree	pedigree	ADJ
ct-10116	35	8	information	information	NOUN
ct-10116	35	9	are	be	AUX
ct-10116	35	10	assigned	assign	VERB
ct-10116	35	11	an	an	DET
ct-10116	35	12	accuracy	accuracy	NOUN
ct-10116	35	13	of	of	ADP
ct-10116	35	14	.05	.05	NUM
ct-10116	35	15	in	in	ADP
ct-10116	35	16	the	the	DET
ct-10116	35	17	genetic	genetic	ADJ
ct-10116	35	18	evaluation	evaluation	NOUN
ct-10116	35	19	conducted	conduct	VERB
ct-10116	35	20	by	by	ADP
ct-10116	35	21	agi	agi	PROPN
ct-10116	35	22	.	.	PUNCT
ct-10116	36	1	to	to	PART
ct-10116	36	2	help	help	VERB
ct-10116	36	3	angus	angus	ADJ
ct-10116	36	4	seedstock	seedstock	NOUN
ct-10116	36	5	producers	producer	NOUN
ct-10116	36	6	and	and	CCONJ
ct-10116	36	7	commercial	commercial	ADJ
ct-10116	36	8	users	user	NOUN
ct-10116	36	9	of	of	ADP
ct-10116	36	10	angus	angus	ADJ
ct-10116	36	11	genetics	genetic	NOUN
ct-10116	36	12	better	well	ADV
ct-10116	36	13	understand	understand	VERB
ct-10116	36	14	the	the	DET
ct-10116	36	15	increased	increase	VERB
ct-10116	36	16	accuracy	accuracy	NOUN
ct-10116	36	17	due	due	ADP
ct-10116	36	18	to	to	ADP
ct-10116	36	19	integration	integration	NOUN
ct-10116	36	20	of	of	ADP
ct-10116	36	21	50k	50k	NOUN
ct-10116	36	22	information	information	NOUN
ct-10116	36	23	and	and	CCONJ
ct-10116	36	24	verified	verified	ADJ
ct-10116	36	25	parentage	parentage	NOUN
ct-10116	36	26	,	,	PUNCT
ct-10116	36	27	agi	agi	NOUN
ct-10116	36	28	and	and	CCONJ
ct-10116	36	29	zoetis	zoetis	PROPN
ct-10116	36	30	approximated	approximate	VERB
ct-10116	36	31	the	the	DET
ct-10116	36	32	number	number	NOUN
ct-10116	36	33	of	of	ADP
ct-10116	36	34	progeny	progeny	NOUN
ct-10116	36	35	with	with	ADP
ct-10116	36	36	associated	associated	ADJ
ct-10116	36	37	performance	performance	NOUN
ct-10116	36	38	information	information	NOUN
ct-10116	36	39	in	in	ADP
ct-10116	36	40	genetic	genetic	ADJ
ct-10116	36	41	evaluation	evaluation	NOUN
ct-10116	36	42	that	that	PRON
ct-10116	36	43	would	would	AUX
ct-10116	36	44	be	be	AUX
ct-10116	36	45	required	require	VERB
ct-10116	36	46	to	to	PART
ct-10116	36	47	achieve	achieve	VERB
ct-10116	36	48	equivalent	equivalent	ADJ
ct-10116	36	49	accuracy.6	accuracy.6	PROPN
ct-10116	36	50	the	the	DET
ct-10116	36	51	number	number	NOUN
ct-10116	36	52	of	of	ADP
ct-10116	36	53	progeny	progeny	ADJ
ct-10116	36	54	equivalents	equivalent	NOUN
ct-10116	36	55	associated	associate	VERB
ct-10116	36	56	with	with	ADP
ct-10116	36	57	the	the	DET
ct-10116	36	58	accuracy	accuracy	NOUN
ct-10116	36	59	of	of	ADP
ct-10116	36	60	non	non	ADJ
ct-10116	36	61	-	-	ADJ
ct-10116	36	62	parent	parent	ADJ
ct-10116	36	63	ge	ge	PROPN
ct-10116	36	64	-	-	PUNCT
ct-10116	36	65	epds	epds	PROPN
ct-10116	36	66	from	from	ADP
ct-10116	36	67	hd	hd	PROPN
ct-10116	36	68	50k	50k	NUM
ct-10116	36	69	tested	test	VERB
ct-10116	36	70	animals	animal	NOUN
ct-10116	36	71	for	for	ADP
ct-10116	36	72	ced	ced	ADJ
ct-10116	36	73	and	and	CCONJ
ct-10116	36	74	sc	sc	PROPN
ct-10116	36	75	was	be	AUX
ct-10116	36	76	approximated	approximate	VERB
ct-10116	36	77	to	to	PART
ct-10116	36	78	be	be	AUX
ct-10116	36	79	21	21	NUM
ct-10116	36	80	and	and	CCONJ
ct-10116	36	81	11	11	NUM
ct-10116	36	82	,	,	PUNCT
ct-10116	36	83	progeny	progeny	VERB
ct-10116	36	84	respectively	respectively	ADV
ct-10116	36	85	.	.	PUNCT
ct-10116	37	1	it	it	PRON
ct-10116	37	2	follows	follow	VERB
ct-10116	37	3	that	that	SCONJ
ct-10116	37	4	this	this	DET
ct-10116	37	5	added	add	VERB
ct-10116	37	6	accuracy	accuracy	NOUN
ct-10116	37	7	from	from	ADP
ct-10116	37	8	50k	50k	NOUN
ct-10116	37	9	marker	marker	NOUN
ct-10116	37	10	information	information	NOUN
ct-10116	37	11	is	be	AUX
ct-10116	37	12	roughly	roughly	ADV
ct-10116	37	13	equivalent	equivalent	ADJ
ct-10116	37	14	to	to	ADP
ct-10116	37	15	a	a	DET
ct-10116	37	16	typical	typical	ADJ
ct-10116	37	17	yearling	yearling	ADJ
ct-10116	37	18	bull	bull	NOUN
ct-10116	37	19	’s	’s	PART
ct-10116	37	20	first	first	ADJ
ct-10116	37	21	calf	calf	NOUN
ct-10116	37	22	crop	crop	NOUN
ct-10116	37	23	with	with	ADP
ct-10116	37	24	calving	calving	NOUN
ct-10116	37	25	ease	ease	NOUN
ct-10116	37	26	score	score	NOUN
ct-10116	37	27	information	information	NOUN
ct-10116	37	28	and	and	CCONJ
ct-10116	37	29	sons	son	NOUN
ct-10116	37	30	with	with	ADP
ct-10116	37	31	yearling	yearling	ADJ
ct-10116	37	32	scrotal	scrotal	ADJ
ct-10116	37	33	circumference	circumference	NOUN
ct-10116	37	34	data	datum	NOUN
ct-10116	37	35	incorporated	incorporate	VERB
ct-10116	37	36	into	into	ADP
ct-10116	37	37	traditional	traditional	ADJ
ct-10116	37	38	epds	epds	NOUN
ct-10116	37	39	.	.	PUNCT
ct-10116	38	1	474clinical	474clinical	ADJ
ct-10116	38	2	theriogenology	theriogenology	NOUN
ct-10116	38	3	•	•	NOUN
ct-10116	38	4	volume	volume	NOUN
ct-10116	38	5	5	5	NUM
ct-10116	38	6	,	,	PUNCT
ct-10116	38	7	number	number	NOUN
ct-10116	38	8	4	4	NUM
ct-10116	38	9	•	•	NOUN
ct-10116	38	10	december	december	PROPN
ct-10116	38	11	2013	2013	NUM
ct-10116	38	12	in	in	ADP
ct-10116	38	13	addition	addition	NOUN
ct-10116	38	14	to	to	ADP
ct-10116	38	15	ge	ge	PROPN
ct-10116	38	16	-	-	PUNCT
ct-10116	38	17	epds	epds	PROPN
ct-10116	38	18	for	for	ADP
ct-10116	38	19	ced	ced	PROPN
ct-10116	38	20	and	and	CCONJ
ct-10116	38	21	sc	sc	PROPN
ct-10116	38	22	,	,	PUNCT
ct-10116	38	23	genomic	genomic	ADJ
ct-10116	38	24	predictions	prediction	NOUN
ct-10116	38	25	for	for	ADP
ct-10116	38	26	hp	hp	NOUN
ct-10116	38	27	and	and	CCONJ
ct-10116	38	28	cem	cem	NOUN
ct-10116	38	29	were	be	AUX
ct-10116	38	30	developed	develop	VERB
ct-10116	38	31	through	through	ADP
ct-10116	38	32	collaborations	collaboration	NOUN
ct-10116	38	33	between	between	ADP
ct-10116	38	34	agi	agi	NOUN
ct-10116	38	35	and	and	CCONJ
ct-10116	38	36	genomic	genomic	ADJ
ct-10116	38	37	companies	company	NOUN
ct-10116	38	38	,	,	PUNCT
ct-10116	38	39	and	and	CCONJ
ct-10116	38	40	are	be	AUX
ct-10116	38	41	provided	provide	VERB
ct-10116	38	42	for	for	ADP
ct-10116	38	43	50k	50k	NOUN
ct-10116	38	44	tested	test	VERB
ct-10116	38	45	animals	animal	NOUN
ct-10116	38	46	.	.	PUNCT
ct-10116	39	1	genomic	genomic	ADJ
ct-10116	39	2	predictions	prediction	NOUN
ct-10116	39	3	for	for	ADP
ct-10116	39	4	these	these	DET
ct-10116	39	5	traits	trait	NOUN
ct-10116	39	6	are	be	AUX
ct-10116	39	7	expressed	express	VERB
ct-10116	39	8	as	as	ADP
ct-10116	39	9	percent	percent	NOUN
ct-10116	39	10	ranks	rank	NOUN
ct-10116	39	11	,	,	PUNCT
ct-10116	39	12	benchmarked	benchmarke	VERB
ct-10116	39	13	against	against	ADP
ct-10116	39	14	tested	test	VERB
ct-10116	39	15	angus	angus	ADJ
ct-10116	39	16	reference	reference	NOUN
ct-10116	39	17	populations	population	NOUN
ct-10116	39	18	.	.	PUNCT
ct-10116	40	1	lower	low	ADJ
ct-10116	40	2	percent	percent	NOUN
ct-10116	40	3	ranks	rank	NOUN
ct-10116	40	4	indicate	indicate	VERB
ct-10116	40	5	more	more	ADV
ct-10116	40	6	desirable	desirable	ADJ
ct-10116	40	7	genetic	genetic	ADJ
ct-10116	40	8	merit	merit	NOUN
ct-10116	40	9	for	for	ADP
ct-10116	40	10	likelihood	likelihood	NOUN
ct-10116	40	11	of	of	ADP
ct-10116	40	12	successful	successful	ADJ
ct-10116	40	13	hp	hp	NOUN
ct-10116	40	14	and	and	CCONJ
ct-10116	40	15	unassisted	unassiste	VERB
ct-10116	40	16	cem	cem	NOUN
ct-10116	40	17	.	.	PUNCT
ct-10116	41	1	eventually	eventually	ADV
ct-10116	41	2	,	,	PUNCT
ct-10116	41	3	it	it	PRON
ct-10116	41	4	is	be	AUX
ct-10116	41	5	anticipated	anticipate	VERB
ct-10116	41	6	that	that	SCONJ
ct-10116	41	7	the	the	DET
ct-10116	41	8	epd	epd	PROPN
ct-10116	41	9	that	that	PRON
ct-10116	41	10	are	be	AUX
ct-10116	41	11	also	also	ADV
ct-10116	41	12	available	available	ADJ
ct-10116	41	13	for	for	ADP
ct-10116	41	14	these	these	DET
ct-10116	41	15	traits	trait	NOUN
ct-10116	41	16	will	will	AUX
ct-10116	41	17	be	be	AUX
ct-10116	41	18	genomic	genomic	NOUN
ct-10116	41	19	enhanced	enhance	VERB
ct-10116	41	20	.	.	PUNCT
ct-10116	42	1	in	in	ADP
ct-10116	42	2	the	the	DET
ct-10116	42	3	meantime	meantime	NOUN
ct-10116	42	4	,	,	PUNCT
ct-10116	42	5	selection	selection	NOUN
ct-10116	42	6	of	of	ADP
ct-10116	42	7	young	young	ADJ
ct-10116	42	8	animals	animal	NOUN
ct-10116	42	9	for	for	ADP
ct-10116	42	10	improved	improved	ADJ
ct-10116	42	11	hp	hp	NOUN
ct-10116	42	12	and	and	CCONJ
ct-10116	42	13	cem	cem	NOUN
ct-10116	42	14	must	must	AUX
ct-10116	42	15	be	be	AUX
ct-10116	42	16	based	base	VERB
ct-10116	42	17	on	on	ADP
ct-10116	42	18	pedigree	pedigree	NOUN
ct-10116	42	19	-	-	PUNCT
ct-10116	42	20	based	base	VERB
ct-10116	42	21	epds	epds	NOUN
ct-10116	42	22	and	and	CCONJ
ct-10116	42	23	separate	separate	ADJ
ct-10116	42	24	genomic	genomic	ADJ
ct-10116	42	25	percent	percent	NOUN
ct-10116	42	26	ranks	rank	VERB
ct-10116	42	27	for	for	ADP
ct-10116	42	28	these	these	DET
ct-10116	42	29	traits	trait	NOUN
ct-10116	42	30	.	.	PUNCT
ct-10116	43	1	genetic	genetic	ADJ
ct-10116	43	2	evaluations	evaluation	NOUN
ct-10116	43	3	that	that	PRON
ct-10116	43	4	incorporate	incorporate	VERB
ct-10116	43	5	genomic	genomic	ADJ
ct-10116	43	6	information	information	NOUN
ct-10116	43	7	for	for	ADP
ct-10116	43	8	dairy	dairy	NOUN
ct-10116	43	9	cattle	cattle	NOUN
ct-10116	43	10	are	be	AUX
ct-10116	43	11	provided	provide	VERB
ct-10116	43	12	on	on	ADP
ct-10116	43	13	a	a	DET
ct-10116	43	14	monthly	monthly	ADJ
ct-10116	43	15	basis	basis	NOUN
ct-10116	43	16	by	by	ADP
ct-10116	43	17	the	the	DET
ct-10116	43	18	cdcb	cdcb	NOUN
ct-10116	43	19	for	for	ADP
ct-10116	43	20	the	the	DET
ct-10116	43	21	following	follow	VERB
ct-10116	43	22	reproductive	reproductive	ADJ
ct-10116	43	23	and	and	CCONJ
ct-10116	43	24	calving	calving	NOUN
ct-10116	43	25	traits	trait	NOUN
ct-10116	43	26	:	:	PUNCT
ct-10116	43	27	pl	pl	NOUN
ct-10116	43	28	,	,	PUNCT
ct-10116	43	29	hcr	hcr	NOUN
ct-10116	43	30	,	,	PUNCT
ct-10116	43	31	cow	cow	NOUN
ct-10116	43	32	conception	conception	NOUN
ct-10116	43	33	rate	rate	NOUN
ct-10116	43	34	(	(	PUNCT
ct-10116	43	35	ccr	ccr	PROPN
ct-10116	43	36	)	)	PUNCT
ct-10116	43	37	,	,	PUNCT
ct-10116	43	38	daughter	daughter	NOUN
ct-10116	43	39	pregnancy	pregnancy	NOUN
ct-10116	43	40	rate	rate	NOUN
ct-10116	43	41	(	(	PUNCT
ct-10116	43	42	dpr	dpr	PROPN
ct-10116	43	43	)	)	PUNCT
ct-10116	43	44	,	,	PUNCT
ct-10116	43	45	sire	sire	NOUN
ct-10116	43	46	calving	calving	NOUN
ct-10116	43	47	ease	ease	NOUN
ct-10116	43	48	(	(	PUNCT
ct-10116	43	49	sce	sce	PROPN
ct-10116	43	50	)	)	PUNCT
ct-10116	43	51	,	,	PUNCT
ct-10116	43	52	daughter	daughter	NOUN
ct-10116	43	53	calving	calving	NOUN
ct-10116	43	54	ease	ease	NOUN
ct-10116	43	55	(	(	PUNCT
ct-10116	43	56	dce	dce	PROPN
ct-10116	43	57	)	)	PUNCT
ct-10116	43	58	,	,	PUNCT
ct-10116	43	59	sire	sire	NOUN
ct-10116	43	60	still	still	ADV
ct-10116	43	61	birth	birth	NOUN
ct-10116	43	62	(	(	PUNCT
ct-10116	43	63	ssb	ssb	PROPN
ct-10116	43	64	)	)	PUNCT
ct-10116	43	65	,	,	PUNCT
ct-10116	43	66	daughter	daughter	NOUN
ct-10116	43	67	still	still	ADV
ct-10116	43	68	birth	birth	NOUN
ct-10116	43	69	(	(	PUNCT
ct-10116	43	70	dsb	dsb	NOUN
ct-10116	43	71	)	)	PUNCT
ct-10116	43	72	,	,	PUNCT
ct-10116	43	73	and	and	CCONJ
ct-10116	43	74	sire	sire	NOUN
ct-10116	43	75	conception	conception	NOUN
ct-10116	43	76	rate	rate	NOUN
ct-10116	43	77	(	(	PUNCT
ct-10116	43	78	scr	scr	NOUN
ct-10116	43	79	)	)	PUNCT
ct-10116	43	80	.	.	PUNCT
ct-10116	44	1	along	along	ADP
ct-10116	44	2	with	with	ADP
ct-10116	44	3	predictions	prediction	NOUN
ct-10116	44	4	for	for	ADP
ct-10116	44	5	other	other	ADJ
ct-10116	44	6	economically	economically	ADV
ct-10116	44	7	relevant	relevant	ADJ
ct-10116	44	8	production	production	NOUN
ct-10116	44	9	,	,	PUNCT
ct-10116	44	10	health	health	NOUN
ct-10116	44	11	and	and	CCONJ
ct-10116	44	12	type	type	NOUN
ct-10116	44	13	traits	trait	NOUN
ct-10116	44	14	,	,	PUNCT
ct-10116	44	15	pta	pta	VERB
ct-10116	44	16	for	for	ADP
ct-10116	44	17	these	these	DET
ct-10116	44	18	traits	trait	NOUN
ct-10116	44	19	also	also	ADV
ct-10116	44	20	contribute	contribute	VERB
ct-10116	44	21	to	to	ADP
ct-10116	44	22	a	a	DET
ct-10116	44	23	variety	variety	NOUN
ct-10116	44	24	of	of	ADP
ct-10116	44	25	bio	bio	ADJ
ct-10116	44	26	-	-	ADJ
ct-10116	44	27	economic	economic	ADJ
ct-10116	44	28	selection	selection	NOUN
ct-10116	44	29	indexes	index	NOUN
ct-10116	44	30	,	,	PUNCT
ct-10116	44	31	including	include	VERB
ct-10116	44	32	:	:	PUNCT
ct-10116	44	33	nm$	nm$	NUM
ct-10116	44	34	,	,	PUNCT
ct-10116	44	35	cheese	cheese	NOUN
ct-10116	44	36	merit	merit	NOUN
ct-10116	44	37	(	(	PUNCT
ct-10116	44	38	cm$	cm$	PROPN
ct-10116	44	39	)	)	PUNCT
ct-10116	44	40	,	,	PUNCT
ct-10116	44	41	fluid	fluid	ADJ
ct-10116	44	42	merit	merit	NOUN
ct-10116	44	43	(	(	PUNCT
ct-10116	44	44	fm$	fm$	NOUN
ct-10116	44	45	)	)	PUNCT
ct-10116	44	46	and	and	CCONJ
ct-10116	44	47	calving	calve	VERB
ct-10116	44	48	ability	ability	NOUN
ct-10116	44	49	(	(	PUNCT
ct-10116	44	50	ca$	ca$	PROPN
ct-10116	44	51	)	)	PUNCT
ct-10116	44	52	.	.	PUNCT
ct-10116	45	1	the	the	DET
ct-10116	45	2	usda	usda	NOUN
ct-10116	45	3	-	-	PUNCT
ct-10116	45	4	animal	animal	NOUN
ct-10116	45	5	improvement	improvement	NOUN
ct-10116	45	6	programs	program	NOUN
ct-10116	45	7	laboratory	laboratory	NOUN
ct-10116	45	8	routinely	routinely	ADV
ct-10116	45	9	provides	provide	VERB
ct-10116	45	10	comparative	comparative	ADJ
ct-10116	45	11	average	average	ADJ
ct-10116	45	12	reliability	reliability	NOUN
ct-10116	45	13	values	value	NOUN
ct-10116	45	14	associated	associate	VERB
ct-10116	45	15	with	with	ADP
ct-10116	45	16	gpta	gpta	NOUN
ct-10116	45	17	from	from	ADP
ct-10116	45	18	traditional	traditional	ADJ
ct-10116	45	19	versus	versus	X
ct-10116	45	20	genomic	genomic	ADJ
ct-10116	45	21	evaluations	evaluation	NOUN
ct-10116	45	22	for	for	ADP
ct-10116	45	23	a	a	DET
ct-10116	45	24	subset	subset	NOUN
ct-10116	45	25	of	of	ADP
ct-10116	45	26	these	these	DET
ct-10116	45	27	traits	trait	NOUN
ct-10116	45	28	and	and	CCONJ
ct-10116	45	29	indexes	index	NOUN
ct-10116	45	30	,	,	PUNCT
ct-10116	45	31	including	include	VERB
ct-10116	45	32	nm$	nm$	X
ct-10116	45	33	,	,	PUNCT
ct-10116	45	34	pl	pl	PROPN
ct-10116	45	35	,	,	PUNCT
ct-10116	45	36	dpr	dpr	PROPN
ct-10116	45	37	,	,	PUNCT
ct-10116	45	38	sce	sce	PROPN
ct-10116	45	39	and	and	CCONJ
ct-10116	45	40	dce.7	dce.7	NOUN
ct-10116	45	41	accuracy	accuracy	NOUN
ct-10116	45	42	and	and	CCONJ
ct-10116	45	43	reliability	reliability	NOUN
ct-10116	45	44	values	value	NOUN
ct-10116	45	45	associated	associate	VERB
ct-10116	45	46	with	with	ADP
ct-10116	45	47	beef	beef	NOUN
ct-10116	45	48	epd	epd	PROPN
ct-10116	45	49	and	and	CCONJ
ct-10116	45	50	dairy	dairy	NOUN
ct-10116	45	51	pta	pta	NOUN
ct-10116	45	52	,	,	PUNCT
ct-10116	45	53	respectively	respectively	ADV
ct-10116	45	54	,	,	PUNCT
ct-10116	45	55	quantify	quantify	VERB
ct-10116	45	56	the	the	DET
ct-10116	45	57	relationship	relationship	NOUN
ct-10116	45	58	between	between	ADP
ct-10116	45	59	predicted	predict	VERB
ct-10116	45	60	and	and	CCONJ
ct-10116	45	61	actual	actual	ADJ
ct-10116	45	62	genetic	genetic	ADJ
ct-10116	45	63	merit	merit	NOUN
ct-10116	45	64	.	.	PUNCT
ct-10116	46	1	while	while	SCONJ
ct-10116	46	2	calculated	calculate	VERB
ct-10116	46	3	differently	differently	ADV
ct-10116	46	4	and	and	CCONJ
ct-10116	46	5	possessing	possess	VERB
ct-10116	46	6	different	different	ADJ
ct-10116	46	7	statistical	statistical	ADJ
ct-10116	46	8	properties	property	NOUN
ct-10116	46	9	(	(	PUNCT
ct-10116	46	10	given	give	VERB
ct-10116	46	11	similar	similar	ADJ
ct-10116	46	12	amounts	amount	NOUN
ct-10116	46	13	of	of	ADP
ct-10116	46	14	information	information	NOUN
ct-10116	46	15	,	,	PUNCT
ct-10116	46	16	accuracy	accuracy	NOUN
ct-10116	46	17	is	be	AUX
ct-10116	46	18	lower	low	ADJ
ct-10116	46	19	than	than	ADP
ct-10116	46	20	reliability	reliability	NOUN
ct-10116	46	21	)	)	PUNCT
ct-10116	46	22	,	,	PUNCT
ct-10116	46	23	each	each	PRON
ct-10116	46	24	range	range	VERB
ct-10116	46	25	from	from	ADP
ct-10116	46	26	zero	zero	NUM
ct-10116	46	27	to	to	ADP
ct-10116	46	28	.99	.99	NUM
ct-10116	46	29	.	.	PUNCT
ct-10116	47	1	the	the	PRON
ct-10116	47	2	higher	high	ADJ
ct-10116	47	3	the	the	DET
ct-10116	47	4	accuracy	accuracy	NOUN
ct-10116	47	5	or	or	CCONJ
ct-10116	47	6	reliability	reliability	NOUN
ct-10116	47	7	value	value	NOUN
ct-10116	47	8	,	,	PUNCT
ct-10116	47	9	the	the	PRON
ct-10116	47	10	less	less	ADV
ct-10116	47	11	likely	likely	ADJ
ct-10116	47	12	an	an	DET
ct-10116	47	13	epd	epd	PROPN
ct-10116	47	14	or	or	CCONJ
ct-10116	47	15	pta	pta	PROPN
ct-10116	47	16	is	be	AUX
ct-10116	47	17	to	to	PART
ct-10116	47	18	change	change	VERB
ct-10116	47	19	as	as	SCONJ
ct-10116	47	20	additional	additional	ADJ
ct-10116	47	21	individual	individual	ADJ
ct-10116	47	22	or	or	CCONJ
ct-10116	47	23	progeny	progeny	VERB
ct-10116	47	24	performance	performance	NOUN
ct-10116	47	25	information	information	NOUN
ct-10116	47	26	accumulates	accumulate	VERB
ct-10116	47	27	.	.	PUNCT
ct-10116	48	1	following	follow	VERB
ct-10116	48	2	each	each	DET
ct-10116	48	3	official	official	ADJ
ct-10116	48	4	dairy	dairy	NOUN
ct-10116	48	5	genetic	genetic	ADJ
ct-10116	48	6	evaluation	evaluation	NOUN
ct-10116	48	7	provided	provide	VERB
ct-10116	48	8	by	by	ADP
ct-10116	48	9	the	the	DET
ct-10116	48	10	cdcb	cdcb	NOUN
ct-10116	48	11	,	,	PUNCT
ct-10116	48	12	comparisons	comparison	NOUN
ct-10116	48	13	of	of	ADP
ct-10116	48	14	average	average	ADJ
ct-10116	48	15	percent	percent	NOUN
ct-10116	48	16	reliability	reliability	NOUN
ct-10116	48	17	associated	associate	VERB
ct-10116	48	18	with	with	ADP
ct-10116	48	19	certain	certain	ADJ
ct-10116	48	20	trait	trait	NOUN
ct-10116	48	21	pta	pta	NOUN
ct-10116	48	22	for	for	ADP
ct-10116	48	23	traditional	traditional	ADJ
ct-10116	48	24	as	as	ADP
ct-10116	48	25	compared	compare	VERB
ct-10116	48	26	to	to	ADP
ct-10116	48	27	genomic	genomic	ADJ
ct-10116	48	28	enhanced	enhance	VERB
ct-10116	48	29	predictions	prediction	NOUN
ct-10116	48	30	are	be	AUX
ct-10116	48	31	published	publish	VERB
ct-10116	48	32	for	for	ADP
ct-10116	48	33	various	various	ADJ
ct-10116	48	34	classes	class	NOUN
ct-10116	48	35	of	of	ADP
ct-10116	48	36	animals.7	animals.7	NOUN
ct-10116	48	37	for	for	ADP
ct-10116	48	38	the	the	DET
ct-10116	48	39	major	major	ADJ
ct-10116	48	40	reproductive	reproductive	ADJ
ct-10116	48	41	traits	trait	NOUN
ct-10116	48	42	(	(	PUNCT
ct-10116	48	43	pl	pl	PROPN
ct-10116	48	44	,	,	PUNCT
ct-10116	48	45	dpr	dpr	PROPN
ct-10116	48	46	)	)	PUNCT
ct-10116	48	47	and	and	CCONJ
ct-10116	48	48	nm$	nm$	ADJ
ct-10116	48	49	index	index	NOUN
ct-10116	48	50	,	,	PUNCT
ct-10116	48	51	on	on	ADP
ct-10116	48	52	average	average	ADJ
ct-10116	48	53	the	the	DET
ct-10116	48	54	reliability	reliability	NOUN
ct-10116	48	55	values	value	NOUN
ct-10116	48	56	associated	associate	VERB
ct-10116	48	57	with	with	ADP
ct-10116	48	58	genomic	genomic	ADJ
ct-10116	48	59	pta	pta	NOUN
ct-10116	48	60	(	(	PUNCT
ct-10116	48	61	gpta	gpta	NOUN
ct-10116	48	62	)	)	PUNCT
ct-10116	48	63	were	be	AUX
ct-10116	48	64	.41	.41	NUM
ct-10116	48	65	units	unit	NOUN
ct-10116	48	66	higher	high	ADJ
ct-10116	48	67	in	in	ADP
ct-10116	48	68	holstein	holstein	NOUN
ct-10116	48	69	heifers	heifer	NOUN
ct-10116	48	70	(	(	PUNCT
ct-10116	48	71	.62	.62	NUM
ct-10116	48	72	to	to	PART
ct-10116	48	73	.66	.66	NUM
ct-10116	48	74	versus	versus	ADP
ct-10116	48	75	.22	.22	NUM
ct-10116	48	76	to	to	ADP
ct-10116	48	77	.25	.25	NUM
ct-10116	48	78	,	,	PUNCT
ct-10116	48	79	depending	depend	VERB
ct-10116	48	80	on	on	ADP
ct-10116	48	81	the	the	DET
ct-10116	48	82	trait	trait	NOUN
ct-10116	48	83	/	/	SYM
ct-10116	48	84	index	index	NOUN
ct-10116	48	85	)	)	PUNCT
ct-10116	48	86	than	than	ADP
ct-10116	48	87	traditional	traditional	ADJ
ct-10116	48	88	pta	pta	NOUN
ct-10116	48	89	based	base	VERB
ct-10116	48	90	on	on	ADP
ct-10116	48	91	parent	parent	NOUN
ct-10116	48	92	average	average	NOUN
ct-10116	48	93	(	(	PUNCT
ct-10116	48	94	table	table	NOUN
ct-10116	48	95	2	2	NUM
ct-10116	48	96	)	)	PUNCT
ct-10116	48	97	.	.	PUNCT
ct-10116	49	1	relative	relative	ADJ
ct-10116	49	2	to	to	ADP
ct-10116	49	3	sire	sire	NOUN
ct-10116	49	4	and	and	CCONJ
ct-10116	49	5	daughter	daughter	NOUN
ct-10116	49	6	calving	calving	NOUN
ct-10116	49	7	ease	ease	NOUN
ct-10116	49	8	(	(	PUNCT
ct-10116	49	9	sce	sce	NOUN
ct-10116	49	10	and	and	CCONJ
ct-10116	49	11	dce	dce	PROPN
ct-10116	49	12	)	)	PUNCT
ct-10116	49	13	,	,	PUNCT
ct-10116	49	14	the	the	DET
ct-10116	49	15	gpta	gpta	NOUN
ct-10116	49	16	for	for	ADP
ct-10116	49	17	these	these	DET
ct-10116	49	18	animals	animal	NOUN
ct-10116	49	19	had	have	VERB
ct-10116	49	20	average	average	ADJ
ct-10116	49	21	associated	associated	ADJ
ct-10116	49	22	reliability	reliability	NOUN
ct-10116	49	23	values	value	NOUN
ct-10116	49	24	that	that	PRON
ct-10116	49	25	were	be	AUX
ct-10116	49	26	.26	.26	NUM
ct-10116	49	27	units	unit	NOUN
ct-10116	49	28	higher	high	ADJ
ct-10116	49	29	(	(	PUNCT
ct-10116	49	30	.28	.28	NUM
ct-10116	49	31	and	and	CCONJ
ct-10116	49	32	.23	.23	NUM
ct-10116	49	33	versus	versus	ADP
ct-10116	49	34	.54	.54	NUM
ct-10116	49	35	and	and	CCONJ
ct-10116	49	36	.49	.49	NUM
ct-10116	49	37	,	,	PUNCT
ct-10116	49	38	for	for	ADP
ct-10116	49	39	sce	sce	PROPN
ct-10116	49	40	and	and	CCONJ
ct-10116	49	41	dce	dce	PROPN
ct-10116	49	42	,	,	PUNCT
ct-10116	49	43	respectively	respectively	ADV
ct-10116	49	44	)	)	PUNCT
ct-10116	49	45	.	.	PUNCT
ct-10116	50	1	in	in	ADP
ct-10116	50	2	addition	addition	NOUN
ct-10116	50	3	to	to	ADP
ct-10116	50	4	gpta	gpta	NOUN
ct-10116	50	5	for	for	ADP
ct-10116	50	6	reproductive	reproductive	ADJ
ct-10116	50	7	traits	trait	NOUN
ct-10116	50	8	,	,	PUNCT
ct-10116	50	9	important	important	ADJ
ct-10116	50	10	haplotypes	haplotype	NOUN
ct-10116	50	11	impacting	impact	VERB
ct-10116	50	12	fertility	fertility	NOUN
ct-10116	50	13	in	in	ADP
ct-10116	50	14	holstein	holstein	PROPN
ct-10116	50	15	,	,	PUNCT
ct-10116	50	16	jersey	jersey	PROPN
ct-10116	50	17	,	,	PUNCT
ct-10116	50	18	brown	brown	ADJ
ct-10116	50	19	swiss	swiss	PROPN
ct-10116	50	20	and	and	CCONJ
ct-10116	50	21	ayrshire	ayrshire	PROPN
ct-10116	50	22	have	have	AUX
ct-10116	50	23	been	be	AUX
ct-10116	50	24	identified	identify	VERB
ct-10116	50	25	through	through	ADP
ct-10116	50	26	high	high	ADJ
ct-10116	50	27	density	density	NOUN
ct-10116	50	28	genomic	genomic	NOUN
ct-10116	50	29	testing	testing	NOUN
ct-10116	50	30	.	.	PUNCT
ct-10116	51	1	a	a	DET
ct-10116	51	2	haplotype	haplotype	NOUN
ct-10116	51	3	is	be	AUX
ct-10116	51	4	a	a	DET
ct-10116	51	5	segment	segment	NOUN
ct-10116	51	6	of	of	ADP
ct-10116	51	7	the	the	DET
ct-10116	51	8	single	single	ADJ
ct-10116	51	9	strand	strand	NOUN
ct-10116	51	10	of	of	ADP
ct-10116	51	11	dna	dna	PROPN
ct-10116	51	12	that	that	PRON
ct-10116	51	13	parents	parent	NOUN
ct-10116	51	14	pass	pass	VERB
ct-10116	51	15	to	to	ADP
ct-10116	51	16	offspring	offspre	VERB
ct-10116	51	17	through	through	ADP
ct-10116	51	18	oocyte	oocyte	NOUN
ct-10116	51	19	and	and	CCONJ
ct-10116	51	20	sperm	sperm	NOUN
ct-10116	51	21	cells	cell	NOUN
ct-10116	51	22	,	,	PUNCT
ct-10116	51	23	detected	detect	VERB
ct-10116	51	24	by	by	ADP
ct-10116	51	25	combining	combine	VERB
ct-10116	51	26	genomic	genomic	ADJ
ct-10116	51	27	marker	marker	NOUN
ct-10116	51	28	information	information	NOUN
ct-10116	51	29	from	from	ADP
ct-10116	51	30	progeny	progeny	NOUN
ct-10116	51	31	and	and	CCONJ
ct-10116	51	32	parents.8	parents.8	PROPN
ct-10116	51	33	nine	nine	NUM
ct-10116	51	34	different	different	ADJ
ct-10116	51	35	haplotypes	haplotype	NOUN
ct-10116	51	36	,	,	PUNCT
ct-10116	51	37	or	or	CCONJ
ct-10116	51	38	chromosome	chromosome	NOUN
ct-10116	51	39	segments	segment	NOUN
ct-10116	51	40	,	,	PUNCT
ct-10116	51	41	that	that	PRON
ct-10116	51	42	are	be	AUX
ct-10116	51	43	not	not	PART
ct-10116	51	44	found	find	VERB
ct-10116	51	45	in	in	ADP
ct-10116	51	46	the	the	DET
ct-10116	51	47	homozygous	homozygous	ADJ
ct-10116	51	48	state	state	NOUN
ct-10116	51	49	have	have	AUX
ct-10116	51	50	been	be	AUX
ct-10116	51	51	identified	identify	VERB
ct-10116	51	52	(	(	PUNCT
ct-10116	51	53	table	table	NOUN
ct-10116	51	54	3	3	NUM
ct-10116	51	55	)	)	PUNCT
ct-10116	51	56	.	.	PUNCT
ct-10116	52	1	inheritance	inheritance	NOUN
ct-10116	52	2	of	of	ADP
ct-10116	52	3	two	two	NUM
ct-10116	52	4	copies	copy	NOUN
ct-10116	52	5	of	of	ADP
ct-10116	52	6	the	the	DET
ct-10116	52	7	detrimental	detrimental	ADJ
ct-10116	52	8	version	version	NOUN
ct-10116	52	9	of	of	ADP
ct-10116	52	10	these	these	DET
ct-10116	52	11	haplotypes	haplotype	NOUN
ct-10116	52	12	,	,	PUNCT
ct-10116	52	13	one	one	NUM
ct-10116	52	14	from	from	ADP
ct-10116	52	15	each	each	DET
ct-10116	52	16	parent	parent	NOUN
ct-10116	52	17	,	,	PUNCT
ct-10116	52	18	results	result	VERB
ct-10116	52	19	in	in	ADP
ct-10116	52	20	failed	fail	VERB
ct-10116	52	21	conception	conception	NOUN
ct-10116	52	22	or	or	CCONJ
ct-10116	52	23	early	early	ADJ
ct-10116	52	24	embryonic	embryonic	ADJ
ct-10116	52	25	loss	loss	NOUN
ct-10116	52	26	.	.	PUNCT
ct-10116	53	1	the	the	DET
ct-10116	53	2	exact	exact	ADJ
ct-10116	53	3	biological	biological	ADJ
ct-10116	53	4	pathways	pathway	NOUN
ct-10116	53	5	related	relate	VERB
ct-10116	53	6	to	to	ADP
ct-10116	53	7	fertilization	fertilization	NOUN
ct-10116	53	8	and	and	CCONJ
ct-10116	53	9	embryo	embryo	NOUN
ct-10116	53	10	development	development	NOUN
ct-10116	53	11	impacted	impact	VERB
ct-10116	53	12	by	by	ADP
ct-10116	53	13	these	these	DET
ct-10116	53	14	haplotypes	haplotype	NOUN
ct-10116	53	15	are	be	AUX
ct-10116	53	16	unknown	unknown	ADJ
ct-10116	53	17	.	.	PUNCT
ct-10116	54	1	five	five	NUM
ct-10116	54	2	of	of	ADP
ct-10116	54	3	these	these	DET
ct-10116	54	4	haplotypes	haplotype	NOUN
ct-10116	54	5	were	be	AUX
ct-10116	54	6	found	find	VERB
ct-10116	54	7	in	in	ADP
ct-10116	54	8	holstein	holstein	PROPN
ct-10116	54	9	(	(	PUNCT
ct-10116	54	10	frequency	frequency	NOUN
ct-10116	54	11	of	of	ADP
ct-10116	54	12	.7	.7	NUM
ct-10116	54	13	to	to	ADP
ct-10116	54	14	4.8	4.8	NUM
ct-10116	54	15	percent).9	percent).9	PROPN
ct-10116	54	16	fertility	fertility	NOUN
ct-10116	54	17	haplotype	haplotype	NOUN
ct-10116	54	18	information	information	NOUN
ct-10116	54	19	is	be	AUX
ct-10116	54	20	reported	report	VERB
ct-10116	54	21	to	to	ADP
ct-10116	54	22	customers	customer	NOUN
ct-10116	54	23	,	,	PUNCT
ct-10116	54	24	included	include	VERB
ct-10116	54	25	in	in	ADP
ct-10116	54	26	gpta	gpta	NOUN
ct-10116	54	27	for	for	ADP
ct-10116	54	28	associated	associated	ADJ
ct-10116	54	29	traits	trait	NOUN
ct-10116	54	30	and	and	CCONJ
ct-10116	54	31	indexes	index	NOUN
ct-10116	54	32	,	,	PUNCT
ct-10116	54	33	and	and	CCONJ
ct-10116	54	34	included	include	VERB
ct-10116	54	35	in	in	ADP
ct-10116	54	36	computerized	computerized	ADJ
ct-10116	54	37	mating	mating	NOUN
ct-10116	54	38	programs	program	NOUN
ct-10116	54	39	.	.	PUNCT
ct-10116	55	1	conclusion	conclusion	NOUN
ct-10116	55	2	genomic	genomic	NOUN
ct-10116	55	3	technology	technology	NOUN
ct-10116	55	4	for	for	ADP
ct-10116	55	5	improved	improved	ADJ
ct-10116	55	6	reproductive	reproductive	ADJ
ct-10116	55	7	performance	performance	NOUN
ct-10116	55	8	and	and	CCONJ
ct-10116	55	9	calving	calving	NOUN
ct-10116	55	10	ease	ease	NOUN
ct-10116	55	11	in	in	ADP
ct-10116	55	12	beef	beef	NOUN
ct-10116	55	13	and	and	CCONJ
ct-10116	55	14	dairy	dairy	NOUN
ct-10116	55	15	cattle	cattle	NOUN
ct-10116	55	16	has	have	AUX
ct-10116	55	17	increased	increase	VERB
ct-10116	55	18	the	the	DET
ct-10116	55	19	accuracy	accuracy	NOUN
ct-10116	55	20	and	and	CCONJ
ct-10116	55	21	reliability	reliability	NOUN
ct-10116	55	22	values	value	NOUN
ct-10116	55	23	associated	associate	VERB
ct-10116	55	24	with	with	ADP
ct-10116	55	25	genetic	genetic	ADJ
ct-10116	55	26	predictions	prediction	NOUN
ct-10116	55	27	for	for	ADP
ct-10116	55	28	young	young	ADJ
ct-10116	55	29	,	,	PUNCT
ct-10116	55	30	nonparent	nonparent	ADJ
ct-10116	55	31	animals	animal	NOUN
ct-10116	55	32	.	.	PUNCT
ct-10116	56	1	in	in	ADP
ct-10116	56	2	beef	beef	NOUN
ct-10116	56	3	cattle	cattle	NOUN
ct-10116	56	4	,	,	PUNCT
ct-10116	56	5	adoption	adoption	NOUN
ct-10116	56	6	of	of	ADP
ct-10116	56	7	genomic	genomic	ADJ
ct-10116	56	8	technology	technology	NOUN
ct-10116	56	9	by	by	ADP
ct-10116	56	10	angus	angus	ADJ
ct-10116	56	11	seedstock	seedstock	NOUN
ct-10116	56	12	producers	producer	NOUN
ct-10116	56	13	has	have	AUX
ct-10116	56	14	increased	increase	VERB
ct-10116	56	15	in	in	ADP
ct-10116	56	16	response	response	NOUN
ct-10116	56	17	to	to	ADP
ct-10116	56	18	demand	demand	VERB
ct-10116	56	19	from	from	ADP
ct-10116	56	20	commercial	commercial	ADJ
ct-10116	56	21	users	user	NOUN
ct-10116	56	22	of	of	ADP
ct-10116	56	23	angus	angus	ADJ
ct-10116	56	24	genetics	genetic	NOUN
ct-10116	56	25	for	for	ADP
ct-10116	56	26	yearling	yearling	ADJ
ct-10116	56	27	bulls	bull	NOUN
ct-10116	56	28	that	that	PRON
ct-10116	56	29	have	have	VERB
ct-10116	56	30	more	more	ADV
ct-10116	56	31	dependable	dependable	ADJ
ct-10116	56	32	ge	ge	PROPN
ct-10116	56	33	-	-	PUNCT
ct-10116	56	34	epd	epd	PROPN
ct-10116	56	35	.	.	PUNCT
ct-10116	57	1	early	early	ADJ
ct-10116	57	2	and	and	CCONJ
ct-10116	57	3	aggressive	aggressive	ADJ
ct-10116	57	4	adoption	adoption	NOUN
ct-10116	57	5	of	of	ADP
ct-10116	57	6	genomic	genomic	ADJ
ct-10116	57	7	technology	technology	NOUN
ct-10116	57	8	in	in	ADP
ct-10116	57	9	dairy	dairy	NOUN
ct-10116	57	10	cattle	cattle	NOUN
ct-10116	57	11	by	by	ADP
ct-10116	57	12	the	the	DET
ct-10116	57	13	a.i	a.i	PROPN
ct-10116	57	14	.	.	PROPN
ct-10116	57	15	industry	industry	NOUN
ct-10116	57	16	has	have	AUX
ct-10116	57	17	now	now	ADV
ct-10116	57	18	spread	spread	VERB
ct-10116	57	19	to	to	ADP
ct-10116	57	20	increased	increase	VERB
ct-10116	57	21	use	use	NOUN
ct-10116	57	22	by	by	ADP
ct-10116	57	23	commercial	commercial	ADJ
ct-10116	57	24	producers	producer	NOUN
ct-10116	57	25	for	for	ADP
ct-10116	57	26	improved	improved	ADJ
ct-10116	57	27	accuracy	accuracy	NOUN
ct-10116	57	28	of	of	ADP
ct-10116	57	29	replacement	replacement	NOUN
ct-10116	57	30	heifer	heifer	NOUN
ct-10116	57	31	selection	selection	NOUN
ct-10116	57	32	,	,	PUNCT
ct-10116	57	33	mating	mating	NOUN
ct-10116	57	34	,	,	PUNCT
ct-10116	57	35	and	and	CCONJ
ct-10116	57	36	application	application	NOUN
ct-10116	57	37	of	of	ADP
ct-10116	57	38	various	various	ADJ
ct-10116	57	39	reproductive	reproductive	ADJ
ct-10116	57	40	technologies	technology	NOUN
ct-10116	57	41	for	for	ADP
ct-10116	57	42	increased	increase	VERB
ct-10116	57	43	productivity	productivity	NOUN
ct-10116	57	44	.	.	PUNCT
ct-10116	58	1	475	475	NUM
ct-10116	58	2	clinical	clinical	ADJ
ct-10116	58	3	theriogenology	theriogenology	NOUN
ct-10116	58	4	•	•	NOUN
ct-10116	58	5	volume	volume	NOUN
ct-10116	58	6	5	5	NUM
ct-10116	58	7	,	,	PUNCT
ct-10116	58	8	number	number	NOUN
ct-10116	58	9	4	4	NUM
ct-10116	58	10	•	•	NOUN
ct-10116	58	11	december	december	PROPN
ct-10116	58	12	2013	2013	NUM
ct-10116	58	13	table	table	NOUN
ct-10116	58	14	1	1	NUM
ct-10116	58	15	.	.	PUNCT
ct-10116	58	16	high	high	ADJ
ct-10116	58	17	density	density	NOUN
ct-10116	58	18	50k	50k	NOUN
ct-10116	58	19	for	for	ADP
ct-10116	58	20	angus	angus	ADJ
ct-10116	58	21	impact	impact	NOUN
ct-10116	58	22	on	on	ADP
ct-10116	58	23	epd	epd	PROPN
ct-10116	58	24	,	,	PUNCT
ct-10116	58	25	accuracy	accuracy	NOUN
ct-10116	58	26	values	value	NOUN
ct-10116	58	27	,	,	PUNCT
ct-10116	58	28	associated	associate	VERB
ct-10116	58	29	progeny	progeny	NOUN
ct-10116	58	30	equivalents	equivalent	NOUN
ct-10116	58	31	and	and	CCONJ
ct-10116	58	32	interpretation	interpretation	NOUN
ct-10116	58	33	of	of	ADP
ct-10116	58	34	hd	hd	PROPN
ct-10116	58	35	50k	50k	PROPN
ct-10116	58	36	percentile	percentile	ADJ
ct-10116	58	37	ranks	rank	NOUN
ct-10116	58	38	.	.	PUNCT
ct-10116	59	1	trait	trait	NOUN
ct-10116	59	2	correlation	correlation	NOUN
ct-10116	59	3	(	(	PUNCT
ct-10116	59	4	%	%	INTJ
ct-10116	59	5	gv	gv	INTJ
ct-10116	59	6	)	)	PUNCT
ct-10116	59	7	for	for	ADP
ct-10116	59	8	ge	ge	PROPN
ct-10116	59	9	-	-	ADJ
ct-10116	59	10	epds1	epds1	PROPN
ct-10116	59	11	average	average	ADJ
ct-10116	59	12	(	(	PUNCT
ct-10116	59	13	+	+	ADJ
ct-10116	59	14	/-	/-	PUNCT
ct-10116	59	15	)	)	PUNCT
ct-10116	60	1	epd	epd	PROPN
ct-10116	60	2	change2	change2	PROPN
ct-10116	60	3	average	average	NOUN
ct-10116	60	4	accuracy3	accuracy3	PROPN
ct-10116	60	5	progeny	progeny	PROPN
ct-10116	60	6	equivalents4	equivalents4	PROPN
ct-10116	60	7	hd	hd	PROPN
ct-10116	60	8	50k	50k	PROPN
ct-10116	60	9	percent	percent	NOUN
ct-10116	60	10	rank	rank	NOUN
ct-10116	60	11	interpretation	interpretation	NOUN
ct-10116	60	12	calving	calving	NOUN
ct-10116	60	13	ease	ease	NOUN
ct-10116	60	14	direct	direct	ADJ
ct-10116	60	15	(	(	PUNCT
ct-10116	60	16	ced	ced	PROPN
ct-10116	60	17	)	)	PUNCT
ct-10116	60	18	.61	.61	NUM
ct-10116	60	19	(	(	PUNCT
ct-10116	60	20	37	37	NUM
ct-10116	60	21	)	)	PUNCT
ct-10116	60	22	3.0	3.0	NUM
ct-10116	60	23	.31	.31	NUM
ct-10116	60	24	21	21	NUM
ct-10116	60	25	lower	low	ADJ
ct-10116	60	26	number	number	NOUN
ct-10116	60	27	,	,	PUNCT
ct-10116	60	28	easier	easy	ADJ
ct-10116	60	29	calving	calving	NOUN
ct-10116	60	30	birth	birth	NOUN
ct-10116	60	31	weight	weight	NOUN
ct-10116	60	32	(	(	PUNCT
ct-10116	60	33	bw	bw	NOUN
ct-10116	60	34	)	)	PUNCT
ct-10116	60	35	.64	.64	NUM
ct-10116	60	36	(	(	PUNCT
ct-10116	60	37	41	41	NUM
ct-10116	60	38	)	)	PUNCT
ct-10116	60	39	0.8	0.8	NUM
ct-10116	60	40	.35	.35	NUM
ct-10116	60	41	11	11	NUM
ct-10116	60	42	lower	low	ADJ
ct-10116	60	43	number	number	NOUN
ct-10116	60	44	,	,	PUNCT
ct-10116	60	45	lower	low	ADJ
ct-10116	60	46	bw	bw	ADP
ct-10116	60	47	weaning	weaning	NOUN
ct-10116	60	48	weight	weight	NOUN
ct-10116	60	49	(	(	PUNCT
ct-10116	60	50	ww	ww	PROPN
ct-10116	60	51	)	)	PUNCT
ct-10116	60	52	.54	.54	NUM
ct-10116	60	53	(	(	PUNCT
ct-10116	60	54	29	29	NUM
ct-10116	60	55	)	)	PUNCT
ct-10116	60	56	3.0	3.0	NUM
ct-10116	60	57	.29	.29	NUM
ct-10116	60	58	19	19	NUM
ct-10116	60	59	lower	low	ADJ
ct-10116	60	60	number	number	NOUN
ct-10116	60	61	,	,	PUNCT
ct-10116	60	62	heavier	heavy	ADJ
ct-10116	60	63	ww	ww	PROPN
ct-10116	60	64	yearling	yearling	ADJ
ct-10116	60	65	weight	weight	NOUN
ct-10116	60	66	(	(	PUNCT
ct-10116	60	67	yw	yw	PROPN
ct-10116	60	68	)	)	PUNCT
ct-10116	60	69	.66	.66	NUM
ct-10116	60	70	(	(	PUNCT
ct-10116	60	71	44	44	NUM
ct-10116	60	72	)	)	PUNCT
ct-10116	60	73	5.0	5.0	NUM
ct-10116	60	74	.32	.32	NUM
ct-10116	60	75	22	22	NUM
ct-10116	60	76	lower	low	ADJ
ct-10116	60	77	number	number	NOUN
ct-10116	60	78	,	,	PUNCT
ct-10116	60	79	heavier	heavy	ADJ
ct-10116	60	80	yw	yw	PROPN
ct-10116	60	81	dry	dry	VERB
ct-10116	60	82	matter	matter	NOUN
ct-10116	60	83	intake	intake	NOUN
ct-10116	60	84	(	(	PUNCT
ct-10116	60	85	dmi	dmi	PROPN
ct-10116	60	86	)	)	PUNCT
ct-10116	60	87	component	component	NOUN
ct-10116	60	88	of	of	ADP
ct-10116	60	89	residual	residual	ADJ
ct-10116	60	90	average	average	ADJ
ct-10116	60	91	daily	daily	ADJ
ct-10116	60	92	gain	gain	NOUN
ct-10116	60	93	(	(	PUNCT
ct-10116	60	94	radg	radg	NOUN
ct-10116	60	95	)	)	PUNCT
ct-10116	60	96	.59	.59	NUM
ct-10116	60	97	(	(	PUNCT
ct-10116	60	98	35	35	NUM
ct-10116	60	99	)	)	PUNCT
ct-10116	60	100	0.03	0.03	NUM
ct-10116	60	101	.26	.26	NUM
ct-10116	60	102	10	10	NUM
ct-10116	60	103	lower	low	ADJ
ct-10116	60	104	number	number	NOUN
ct-10116	60	105	,	,	PUNCT
ct-10116	60	106	higher	high	ADJ
ct-10116	60	107	radg	radg	NOUN
ct-10116	60	108	residual	residual	ADJ
ct-10116	60	109	feed	feed	NOUN
ct-10116	60	110	intake	intake	NOUN
ct-10116	60	111	(	(	PUNCT
ct-10116	60	112	rfi	rfi	NOUN
ct-10116	60	113	)	)	PUNCT
ct-10116	61	1	na	na	PART
ct-10116	61	2	na	na	INTJ
ct-10116	61	3	na	na	VERB
ct-10116	61	4	na	na	VERB
ct-10116	61	5	lower	low	ADJ
ct-10116	61	6	number	number	NOUN
ct-10116	61	7	,	,	PUNCT
ct-10116	61	8	more	more	ADV
ct-10116	61	9	efficient	efficient	ADJ
ct-10116	61	10	yearling	yearling	ADJ
ct-10116	61	11	height	height	NOUN
ct-10116	61	12	(	(	PUNCT
ct-10116	61	13	yh	yh	NOUN
ct-10116	61	14	)	)	PUNCT
ct-10116	61	15	.70	.70	NUM
ct-10116	61	16	(	(	PUNCT
ct-10116	61	17	49	49	NUM
ct-10116	61	18	)	)	PUNCT
ct-10116	62	1	0.13	0.13	NUM
ct-10116	62	2	.35	.35	NUM
ct-10116	62	3	9	9	NUM
ct-10116	62	4	lower	low	ADJ
ct-10116	62	5	number	number	NOUN
ct-10116	62	6	,	,	PUNCT
ct-10116	62	7	taller	tall	ADJ
ct-10116	62	8	yh	yh	NOUN
ct-10116	62	9	scrotal	scrotal	ADJ
ct-10116	62	10	circumference	circumference	NOUN
ct-10116	62	11	(	(	PUNCT
ct-10116	62	12	sc	sc	PROPN
ct-10116	62	13	)	)	PUNCT
ct-10116	62	14	.73	.73	NUM
ct-10116	62	15	(	(	PUNCT
ct-10116	62	16	53	53	NUM
ct-10116	62	17	)	)	PUNCT
ct-10116	62	18	0.23	0.23	NUM
ct-10116	62	19	.36	.36	NUM
ct-10116	62	20	11	11	NUM
ct-10116	62	21	lower	low	ADJ
ct-10116	62	22	number	number	NOUN
ct-10116	62	23	,	,	PUNCT
ct-10116	62	24	larger	large	ADJ
ct-10116	62	25	sc	sc	NOUN
ct-10116	62	26	docility	docility	NOUN
ct-10116	62	27	(	(	PUNCT
ct-10116	62	28	doc	doc	PROPN
ct-10116	62	29	)	)	PUNCT
ct-10116	62	30	.67	.67	NUM
ct-10116	62	31	(	(	PUNCT
ct-10116	62	32	45	45	NUM
ct-10116	62	33	)	)	PUNCT
ct-10116	62	34	5.0	5.0	NUM
ct-10116	62	35	.30	.30	NUM
ct-10116	62	36	10	10	NUM
ct-10116	62	37	lower	low	ADJ
ct-10116	62	38	number	number	NOUN
ct-10116	62	39	,	,	PUNCT
ct-10116	62	40	calmer	calm	ADJ
ct-10116	62	41	doc	doc	PROPN
ct-10116	62	42	heifer	heifer	NOUN
ct-10116	62	43	pregnancy	pregnancy	NOUN
ct-10116	62	44	(	(	PUNCT
ct-10116	62	45	hp	hp	NOUN
ct-10116	62	46	)	)	PUNCT
ct-10116	62	47	na	na	PART
ct-10116	62	48	na	na	NOUN
ct-10116	62	49	na	na	VERB
ct-10116	62	50	na	na	VERB
ct-10116	62	51	lower	low	ADJ
ct-10116	62	52	number	number	NOUN
ct-10116	62	53	,	,	PUNCT
ct-10116	62	54	higher	high	ADJ
ct-10116	62	55	hp	hp	ADJ
ct-10116	62	56	calving	calving	NOUN
ct-10116	62	57	ease	ease	NOUN
ct-10116	62	58	maternal	maternal	ADJ
ct-10116	62	59	(	(	PUNCT
ct-10116	62	60	cem	cem	NOUN
ct-10116	62	61	)	)	PUNCT
ct-10116	62	62	na	na	NOUN
ct-10116	62	63	na	na	NOUN
ct-10116	62	64	na	na	VERB
ct-10116	62	65	na	na	VERB
ct-10116	62	66	lower	low	ADJ
ct-10116	62	67	number	number	NOUN
ct-10116	62	68	,	,	PUNCT
ct-10116	62	69	easier	easy	ADJ
ct-10116	62	70	calving	calving	NOUN
ct-10116	62	71	milking	milking	NOUN
ct-10116	62	72	ability	ability	NOUN
ct-10116	62	73	(	(	PUNCT
ct-10116	62	74	milk	milk	NOUN
ct-10116	62	75	)	)	PUNCT
ct-10116	62	76	.38	.38	NUM
ct-10116	62	77	(	(	PUNCT
ct-10116	62	78	14	14	NUM
ct-10116	62	79	)	)	PUNCT
ct-10116	62	80	2.0	2.0	NUM
ct-10116	62	81	.20	.20	NUM
ct-10116	62	82	15	15	NUM
ct-10116	62	83	lower	low	ADJ
ct-10116	62	84	number	number	NOUN
ct-10116	62	85	,	,	PUNCT
ct-10116	62	86	more	more	ADJ
ct-10116	62	87	milk	milk	NOUN
ct-10116	62	88	mature	mature	ADJ
ct-10116	62	89	weight	weight	NOUN
ct-10116	62	90	(	(	PUNCT
ct-10116	62	91	mw	mw	PROPN
ct-10116	62	92	)	)	PUNCT
ct-10116	62	93	.51	.51	NUM
ct-10116	62	94	(	(	PUNCT
ct-10116	62	95	26	26	NUM
ct-10116	62	96	)	)	PUNCT
ct-10116	62	97	11.0	11.0	NUM
ct-10116	62	98	.25	.25	NUM
ct-10116	62	99	7	7	NUM
ct-10116	62	100	lower	low	ADJ
ct-10116	62	101	number	number	NOUN
ct-10116	62	102	,	,	PUNCT
ct-10116	62	103	heavier	heavy	ADJ
ct-10116	62	104	mw	mw	X
ct-10116	62	105	mature	mature	ADJ
ct-10116	62	106	height	height	NOUN
ct-10116	62	107	(	(	PUNCT
ct-10116	62	108	mh	mh	PROPN
ct-10116	62	109	)	)	PUNCT
ct-10116	62	110	na	na	PART
ct-10116	62	111	na	na	NOUN
ct-10116	62	112	na	na	VERB
ct-10116	62	113	na	na	VERB
ct-10116	62	114	lower	low	ADJ
ct-10116	62	115	number	number	NOUN
ct-10116	62	116	,	,	PUNCT
ct-10116	62	117	taller	tall	ADJ
ct-10116	62	118	mh	mh	PROPN
ct-10116	62	119	carcass	carcass	PROPN
ct-10116	62	120	weight	weight	NOUN
ct-10116	62	121	(	(	PUNCT
ct-10116	62	122	cw	cw	NOUN
ct-10116	62	123	)	)	PUNCT
ct-10116	62	124	.57	.57	NUM
ct-10116	62	125	(	(	PUNCT
ct-10116	62	126	32	32	NUM
ct-10116	62	127	)	)	PUNCT
ct-10116	62	128	5.0	5.0	NUM
ct-10116	62	129	.19	.19	NUM
ct-10116	62	130	6	6	NUM
ct-10116	62	131	lower	low	ADJ
ct-10116	62	132	number	number	NOUN
ct-10116	62	133	,	,	PUNCT
ct-10116	62	134	heavier	heavy	ADJ
ct-10116	62	135	cw	cw	NOUN
ct-10116	62	136	marbling	marble	VERB
ct-10116	62	137	score	score	NOUN
ct-10116	62	138	(	(	PUNCT
ct-10116	62	139	marb	marb	PROPN
ct-10116	62	140	)	)	PUNCT
ct-10116	62	141	.63	.63	NUM
ct-10116	62	142	(	(	PUNCT
ct-10116	62	143	40	40	NUM
ct-10116	62	144	)	)	PUNCT
ct-10116	62	145	0.12	0.12	NUM
ct-10116	62	146	.31	.31	NUM
ct-10116	62	147	16	16	NUM
ct-10116	62	148	lower	low	ADJ
ct-10116	62	149	number	number	NOUN
ct-10116	62	150	,	,	PUNCT
ct-10116	62	151	more	more	ADJ
ct-10116	62	152	marb	marb	PROPN
ct-10116	62	153	ribeye	ribeye	NOUN
ct-10116	62	154	area	area	NOUN
ct-10116	62	155	(	(	PUNCT
ct-10116	62	156	re	re	NOUN
ct-10116	62	157	)	)	PUNCT
ct-10116	62	158	.63	.63	NUM
ct-10116	62	159	(	(	PUNCT
ct-10116	62	160	40	40	NUM
ct-10116	62	161	)	)	PUNCT
ct-10116	62	162	0.10	0.10	NUM
ct-10116	62	163	.25	.25	NUM
ct-10116	62	164	9	9	NUM
ct-10116	62	165	lower	low	ADJ
ct-10116	62	166	number	number	NOUN
ct-10116	62	167	,	,	PUNCT
ct-10116	62	168	larger	large	ADJ
ct-10116	62	169	rea	rea	PROPN
ct-10116	62	170	fat	fat	ADJ
ct-10116	62	171	thickness	thickness	NOUN
ct-10116	62	172	(	(	PUNCT
ct-10116	62	173	fat	fat	PROPN
ct-10116	62	174	)	)	PUNCT
ct-10116	62	175	.53	.53	NUM
ct-10116	62	176	(	(	PUNCT
ct-10116	62	177	28	28	NUM
ct-10116	62	178	)	)	PUNCT
ct-10116	62	179	0.01	0.01	NUM
ct-10116	62	180	.25	.25	NUM
ct-10116	62	181	11	11	NUM
ct-10116	62	182	lower	low	ADJ
ct-10116	62	183	number	number	NOUN
ct-10116	62	184	,	,	PUNCT
ct-10116	62	185	less	less	ADV
ct-10116	62	186	fat	fat	ADJ
ct-10116	62	187	tenderness	tenderness	NOUN
ct-10116	62	188	(	(	PUNCT
ct-10116	62	189	tend	tend	VERB
ct-10116	62	190	)	)	PUNCT
ct-10116	62	191	na	na	PART
ct-10116	62	192	na	na	INTJ
ct-10116	62	193	na	na	VERB
ct-10116	62	194	na	na	VERB
ct-10116	62	195	lower	low	ADJ
ct-10116	62	196	number	number	NOUN
ct-10116	62	197	,	,	PUNCT
ct-10116	62	198	more	more	ADJ
ct-10116	62	199	tender	tender	NOUN
ct-10116	62	200	1correlation	1correlation	NUM
ct-10116	62	201	between	between	ADP
ct-10116	62	202	hd	hd	PROPN
ct-10116	62	203	50k	50k	NOUN
ct-10116	62	204	genomic	genomic	NOUN
ct-10116	62	205	predictions	prediction	NOUN
ct-10116	62	206	and	and	CCONJ
ct-10116	62	207	expressed	express	VERB
ct-10116	62	208	performance	performance	NOUN
ct-10116	62	209	,	,	PUNCT
ct-10116	62	210	and	and	CCONJ
ct-10116	62	211	associated	associated	ADJ
ct-10116	62	212	percent	percent	NOUN
ct-10116	62	213	explained	explain	VERB
ct-10116	62	214	additive	additive	ADJ
ct-10116	62	215	genetic	genetic	ADJ
ct-10116	62	216	variation	variation	NOUN
ct-10116	62	217	(	(	PUNCT
ct-10116	62	218	gv	gv	NOUN
ct-10116	62	219	)	)	PUNCT
ct-10116	62	220	–	–	PUNCT
ct-10116	62	221	genomic	genomic	NOUN
ct-10116	62	222	update	update	NOUN
ct-10116	62	223	january	january	PROPN
ct-10116	62	224	2013	2013	NUM
ct-10116	62	225	,	,	PUNCT
ct-10116	62	226	american	american	PROPN
ct-10116	62	227	angus	angus	PROPN
ct-10116	62	228	association	association	PROPN
ct-10116	62	229	/	/	SYM
ct-10116	62	230	angus	angus	PROPN
ct-10116	62	231	genetics	genetics	PROPN
ct-10116	62	232	inc	inc	PROPN
ct-10116	62	233	.	.	PROPN
ct-10116	62	234	2average	2average	NUM
ct-10116	62	235	absolute	absolute	ADJ
ct-10116	62	236	change	change	NOUN
ct-10116	62	237	in	in	ADP
ct-10116	62	238	epd	epd	PROPN
ct-10116	62	239	versus	versus	ADP
ct-10116	62	240	ge	ge	PROPN
ct-10116	62	241	-	-	PROPN
ct-10116	62	242	epd	epd	PROPN
ct-10116	62	243	from	from	ADP
ct-10116	62	244	50k	50k	PROPN
ct-10116	62	245	for	for	ADP
ct-10116	62	246	non	non	ADJ
ct-10116	62	247	-	-	ADJ
ct-10116	62	248	parent	parent	ADJ
ct-10116	62	249	animals	animal	NOUN
ct-10116	62	250	–	–	PUNCT
ct-10116	62	251	fast	fast	VERB
ct-10116	62	252	forward	forward	ADV
ct-10116	62	253	epds	epds	NOUN
ct-10116	62	254	,	,	PUNCT
ct-10116	62	255	accuracy	accuracy	NOUN
ct-10116	62	256	values	value	NOUN
ct-10116	62	257	quick	quick	ADJ
ct-10116	62	258	tips	tip	NOUN
ct-10116	62	259	,	,	PUNCT
ct-10116	62	260	zoetis	zoetis	NOUN
ct-10116	62	261	and	and	CCONJ
ct-10116	62	262	angus	angus	PROPN
ct-10116	62	263	genetics	genetics	PROPN
ct-10116	62	264	inc	inc	PROPN
ct-10116	62	265	.	.	PROPN
ct-10116	63	1	3average	3average	NUM
ct-10116	63	2	accuracy	accuracy	NOUN
ct-10116	63	3	of	of	ADP
ct-10116	63	4	ge	ge	PROPN
ct-10116	63	5	-	-	PUNCT
ct-10116	63	6	epds	epds	PROPN
ct-10116	63	7	from	from	ADP
ct-10116	63	8	50k	50k	NUM
ct-10116	63	9	based	base	VERB
ct-10116	63	10	on	on	ADP
ct-10116	63	11	verified	verified	ADJ
ct-10116	63	12	parentage	parentage	NOUN
ct-10116	63	13	and	and	CCONJ
ct-10116	63	14	50k	50k	NUM
ct-10116	63	15	information	information	NOUN
ct-10116	63	16	–	–	PUNCT
ct-10116	63	17	fast	fast	VERB
ct-10116	63	18	forward	forward	ADV
ct-10116	63	19	epds	epds	NOUN
ct-10116	63	20	,	,	PUNCT
ct-10116	63	21	accuracy	accuracy	NOUN
ct-10116	63	22	values	value	NOUN
ct-10116	63	23	quick	quick	ADJ
ct-10116	63	24	tips	tip	NOUN
ct-10116	63	25	,	,	PUNCT
ct-10116	63	26	zoetis	zoetis	NOUN
ct-10116	63	27	and	and	CCONJ
ct-10116	63	28	angus	angus	PROPN
ct-10116	63	29	genetics	genetics	PROPN
ct-10116	63	30	inc	inc	PROPN
ct-10116	63	31	.	.	PUNCT
ct-10116	64	1	4approximate	4approximate	NUM
ct-10116	64	2	progeny	progeny	ADJ
ct-10116	64	3	equivalents	equivalent	NOUN
ct-10116	64	4	associated	associate	VERB
ct-10116	64	5	with	with	ADP
ct-10116	64	6	accuracy	accuracy	NOUN
ct-10116	64	7	of	of	ADP
ct-10116	64	8	ge	ge	PROPN
ct-10116	64	9	-	-	PUNCT
ct-10116	64	10	epds	epds	PROPN
ct-10116	64	11	based	base	VERB
ct-10116	64	12	on	on	ADP
ct-10116	64	13	pedigree	pedigree	ADJ
ct-10116	64	14	and	and	CCONJ
ct-10116	64	15	50k	50k	NUM
ct-10116	64	16	information	information	NOUN
ct-10116	64	17	.	.	PUNCT
ct-10116	65	1	progeny	progeny	VERB
ct-10116	65	2	equivalents	equivalent	NOUN
ct-10116	65	3	for	for	ADP
ct-10116	65	4	carcass	carcass	NOUN
ct-10116	65	5	traits	trait	NOUN
ct-10116	65	6	are	be	AUX
ct-10116	65	7	actual	actual	ADJ
ct-10116	65	8	progeny	progeny	NOUN
ct-10116	65	9	carcass	carcass	NOUN
ct-10116	65	10	records	record	NOUN
ct-10116	65	11	–	–	PUNCT
ct-10116	65	12	equates	equate	VERB
ct-10116	65	13	to	to	ADP
ct-10116	65	14	ultrasound	ultrasound	VERB
ct-10116	65	15	scans	scan	NOUN
ct-10116	65	16	from	from	ADP
ct-10116	65	17	over	over	ADP
ct-10116	65	18	30	30	NUM
ct-10116	65	19	progeny	progeny	NOUN
ct-10116	65	20	na	na	PART
ct-10116	65	21	(	(	PUNCT
ct-10116	65	22	not	not	PART
ct-10116	65	23	available	available	ADJ
ct-10116	65	24	)	)	PUNCT
ct-10116	65	25	–	–	PUNCT
ct-10116	65	26	designates	designate	VERB
ct-10116	65	27	that	that	SCONJ
ct-10116	65	28	either	either	CCONJ
ct-10116	65	29	an	an	DET
ct-10116	65	30	epd	epd	PROPN
ct-10116	65	31	is	be	AUX
ct-10116	65	32	not	not	PART
ct-10116	65	33	available	available	ADJ
ct-10116	65	34	for	for	ADP
ct-10116	65	35	the	the	DET
ct-10116	65	36	trait	trait	NOUN
ct-10116	65	37	(	(	PUNCT
ct-10116	65	38	rfi	rfi	NOUN
ct-10116	65	39	,	,	PUNCT
ct-10116	65	40	tend	tend	VERB
ct-10116	65	41	)	)	PUNCT
ct-10116	65	42	or	or	CCONJ
ct-10116	65	43	that	that	SCONJ
ct-10116	65	44	50k	50k	NOUN
ct-10116	65	45	information	information	NOUN
ct-10116	65	46	for	for	ADP
ct-10116	65	47	the	the	DET
ct-10116	65	48	trait	trait	NOUN
ct-10116	65	49	is	be	AUX
ct-10116	65	50	not	not	PART
ct-10116	65	51	yet	yet	ADV
ct-10116	65	52	directly	directly	ADV
ct-10116	65	53	integrated	integrate	VERB
ct-10116	65	54	into	into	ADP
ct-10116	65	55	the	the	DET
ct-10116	65	56	epd	epd	PROPN
ct-10116	65	57	(	(	PUNCT
ct-10116	65	58	hp	hp	PROPN
ct-10116	65	59	,	,	PUNCT
ct-10116	65	60	cem	cem	NOUN
ct-10116	65	61	,	,	PUNCT
ct-10116	65	62	mh	mh	PROPN
ct-10116	65	63	)	)	PUNCT
ct-10116	65	64	476clinical	476clinical	ADJ
ct-10116	65	65	theriogenology	theriogenology	NOUN
ct-10116	65	66	•	•	NOUN
ct-10116	65	67	volume	volume	NOUN
ct-10116	65	68	5	5	NUM
ct-10116	65	69	,	,	PUNCT
ct-10116	65	70	number	number	NOUN
ct-10116	65	71	4	4	NUM
ct-10116	65	72	•	•	NOUN
ct-10116	65	73	december	december	PROPN
ct-10116	65	74	2013	2013	NUM
ct-10116	65	75	table	table	NOUN
ct-10116	65	76	2	2	NUM
ct-10116	65	77	.	.	PUNCT
ct-10116	65	78	comparison	comparison	NOUN
ct-10116	65	79	of	of	ADP
ct-10116	65	80	percent	percent	NOUN
ct-10116	65	81	reliability	reliability	NOUN
ct-10116	65	82	values	value	NOUN
ct-10116	65	83	associated	associate	VERB
ct-10116	65	84	with	with	ADP
ct-10116	65	85	pta	pta	NOUN
ct-10116	65	86	from	from	ADP
ct-10116	65	87	the	the	DET
ct-10116	65	88	april	april	PROPN
ct-10116	65	89	2013	2013	NUM
ct-10116	65	90	genomic	genomic	NOUN
ct-10116	65	91	and	and	CCONJ
ct-10116	65	92	traditional	traditional	ADJ
ct-10116	65	93	evaluation	evaluation	NOUN
ct-10116	65	94	of	of	ADP
ct-10116	65	95	holstein	holstein	NOUN
ct-10116	65	96	heifers	heifer	NOUN
ct-10116	65	97	(	(	PUNCT
ct-10116	65	98	n=174,003	n=174,003	NOUN
ct-10116	65	99	)	)	PUNCT
ct-10116	65	100	.	.	PUNCT
ct-10116	66	1	trait	trait	NOUN
ct-10116	66	2	reliability	reliability	NOUN
ct-10116	66	3	(	(	PUNCT
ct-10116	66	4	%	%	INTJ
ct-10116	66	5	)	)	PUNCT
ct-10116	66	6	genomic	genomic	NOUN
ct-10116	66	7	traditional	traditional	ADJ
ct-10116	66	8	difference1	difference1	PROPN
ct-10116	66	9	average	average	ADJ
ct-10116	66	10	average	average	ADJ
ct-10116	66	11	net	net	ADJ
ct-10116	66	12	merit	merit	NOUN
ct-10116	66	13	(	(	PUNCT
ct-10116	66	14	nm$	nm$	NUM
ct-10116	66	15	)	)	PUNCT
ct-10116	66	16	66	66	NUM
ct-10116	66	17	25	25	NUM
ct-10116	66	18	41	41	NUM
ct-10116	66	19	productive	productive	ADJ
ct-10116	66	20	life	life	NOUN
ct-10116	66	21	(	(	PUNCT
ct-10116	66	22	pl	pl	NOUN
ct-10116	66	23	)	)	PUNCT
ct-10116	66	24	63	63	NUM
ct-10116	66	25	22	22	NUM
ct-10116	66	26	41	41	NUM
ct-10116	66	27	daughter	daughter	NOUN
ct-10116	66	28	pregnancy	pregnancy	NOUN
ct-10116	66	29	rate	rate	NOUN
ct-10116	66	30	(	(	PUNCT
ct-10116	66	31	dpr	dpr	PROPN
ct-10116	66	32	)	)	PUNCT
ct-10116	66	33	62	62	NUM
ct-10116	66	34	22	22	NUM
ct-10116	66	35	40	40	NUM
ct-10116	66	36	sire	sire	NOUN
ct-10116	66	37	calving	calving	NOUN
ct-10116	66	38	ease	ease	NOUN
ct-10116	66	39	(	(	PUNCT
ct-10116	66	40	sce	sce	NOUN
ct-10116	66	41	)	)	PUNCT
ct-10116	66	42	54	54	NUM
ct-10116	66	43	28	28	NUM
ct-10116	66	44	26	26	NUM
ct-10116	66	45	daughter	daughter	NOUN
ct-10116	66	46	calving	calving	NOUN
ct-10116	66	47	ease	ease	NOUN
ct-10116	66	48	(	(	PUNCT
ct-10116	66	49	dce	dce	PROPN
ct-10116	66	50	)	)	PUNCT
ct-10116	66	51	49	49	NUM
ct-10116	66	52	23	23	NUM
ct-10116	66	53	26	26	NUM
ct-10116	66	54	1genomic	1genomic	NUM
ct-10116	66	55	minus	minus	CCONJ
ct-10116	66	56	traditional	traditional	ADJ
ct-10116	66	57	.	.	PUNCT
ct-10116	67	1	table	table	NOUN
ct-10116	67	2	3	3	NUM
ct-10116	67	3	.	.	NUM
ct-10116	67	4	identified	identify	VERB
ct-10116	67	5	haplotypes	haplotype	NOUN
ct-10116	67	6	impacting	impact	VERB
ct-10116	67	7	fertility	fertility	NOUN
ct-10116	67	8	in	in	ADP
ct-10116	67	9	holstein	holstein	PROPN
ct-10116	67	10	,	,	PUNCT
ct-10116	67	11	jersey	jersey	PROPN
ct-10116	67	12	,	,	PUNCT
ct-10116	67	13	brown	brown	ADJ
ct-10116	67	14	swiss	swiss	PROPN
ct-10116	67	15	and	and	CCONJ
ct-10116	67	16	ayrshire	ayrshire	PROPN
ct-10116	67	17	breeds	breeds	PROPN
ct-10116	67	18	.	.	PUNCT
ct-10116	68	1	breed	breed	NOUN
ct-10116	68	2	haplotype	haplotype	NOUN
ct-10116	68	3	name	name	NOUN
ct-10116	68	4	carrier	carrier	NOUN
ct-10116	68	5	frequency	frequency	NOUN
ct-10116	68	6	impact	impact	NOUN
ct-10116	68	7	on	on	ADP
ct-10116	68	8	conception	conception	NOUN
ct-10116	68	9	rate	rate	NOUN
ct-10116	68	10	impact	impact	NOUN
ct-10116	68	11	on	on	ADP
ct-10116	68	12	return	return	NOUN
ct-10116	68	13	rate	rate	NOUN
ct-10116	68	14	earliest	early	ADV
ct-10116	68	15	known	know	VERB
ct-10116	68	16	ancestor(s	ancestor(s	PROPN
ct-10116	68	17	)	)	PUNCT
ct-10116	68	18	holstein	holstein	PROPN
ct-10116	68	19	hh1	hh1	VERB
ct-10116	68	20	4.5	4.5	NUM
ct-10116	68	21	%	%	NOUN
ct-10116	68	22	-3.1	-3.1	PROPN
ct-10116	68	23	%	%	NOUN
ct-10116	68	24	-1.1	-1.1	PROPN
ct-10116	68	25	%	%	NOUN
ct-10116	68	26	pawnee	pawnee	NOUN
ct-10116	68	27	farm	farm	NOUN
ct-10116	68	28	arlinda	arlinda	PROPN
ct-10116	68	29	chief	chief	ADJ
ct-10116	68	30	hh2	hh2	NOUN
ct-10116	68	31	4.6	4.6	NUM
ct-10116	68	32	%	%	NOUN
ct-10116	68	33	-3.0	-3.0	PUNCT
ct-10116	68	34	%	%	NOUN
ct-10116	68	35	-1.7	-1.7	PROPN
ct-10116	68	36	%	%	NOUN
ct-10116	68	37	willowholme	willowholme	PROPN
ct-10116	68	38	mark	mark	PROPN
ct-10116	68	39	anthony	anthony	PROPN
ct-10116	68	40	hh3	hh3	PROPN
ct-10116	68	41	4.7	4.7	NUM
ct-10116	68	42	%	%	NOUN
ct-10116	68	43	-3.2	-3.2	PROPN
ct-10116	68	44	%	%	NOUN
ct-10116	68	45	-3.1	-3.1	PROPN
ct-10116	68	46	%	%	NOUN
ct-10116	68	47	grey	grey	PROPN
ct-10116	68	48	view	view	PROPN
ct-10116	68	49	skyliner	skyliner	PROPN
ct-10116	68	50	&	&	CCONJ
ct-10116	68	51	glendell	glendell	PROPN
ct-10116	68	52	arlinda	arlinda	PROPN
ct-10116	68	53	chief	chief	NOUN
ct-10116	68	54	hh4	hh4	NOUN
ct-10116	68	55	0.7	0.7	NUM
ct-10116	68	56	%	%	NOUN
ct-10116	68	57	-3.0	-3.0	PUNCT
ct-10116	68	58	%	%	NOUN
ct-10116	68	59	besne	besne	NOUN
ct-10116	68	60	buck	buck	NOUN
ct-10116	68	61	hh5	hh5	PROPN
ct-10116	68	62	4.8	4.8	NUM
ct-10116	68	63	%	%	NOUN
ct-10116	68	64	-3.5	-3.5	NUM
ct-10116	68	65	%	%	NOUN
ct-10116	68	66	thornlea	thornlea	NOUN
ct-10116	68	67	texal	texal	NOUN
ct-10116	68	68	supreme	supreme	PROPN
ct-10116	68	69	jersey	jersey	PROPN
ct-10116	68	70	jh1	jh1	PROPN
ct-10116	68	71	23.4	23.4	NUM
ct-10116	68	72	%	%	NOUN
ct-10116	68	73	-3.7	-3.7	NOUN
ct-10116	68	74	%	%	NOUN
ct-10116	68	75	-3.7	-3.7	NOUN
ct-10116	68	76	%	%	NOUN
ct-10116	68	77	observer	observer	NOUN
ct-10116	68	78	chocolate	chocolate	NOUN
ct-10116	68	79	soldier	soldier	NOUN
ct-10116	68	80	brown	brown	PROPN
ct-10116	68	81	swiss	swiss	ADJ
ct-10116	68	82	bh1	bh1	VERB
ct-10116	68	83	14.0	14.0	NUM
ct-10116	68	84	%	%	NOUN
ct-10116	68	85	-3.4	-3.4	NOUN
ct-10116	68	86	%	%	NOUN
ct-10116	68	87	-2.5	-2.5	PROPN
ct-10116	68	88	%	%	NOUN
ct-10116	68	89	west	west	PROPN
ct-10116	68	90	lawn	lawn	PROPN
ct-10116	68	91	stretch	stretch	NOUN
ct-10116	68	92	improver	improver	NOUN
ct-10116	69	1	bh2	bh2	VERB
ct-10116	69	2	20.5	20.5	NUM
ct-10116	69	3	%	%	NOUN
ct-10116	69	4	0.3	0.3	NUM
ct-10116	69	5	%	%	NOUN
ct-10116	69	6	rancho	rancho	PROPN
ct-10116	69	7	rustic	rustic	PROPN
ct-10116	69	8	my	my	PRON
ct-10116	69	9	design	design	PROPN
ct-10116	69	10	ayrshire	ayrshire	PROPN
ct-10116	69	11	ah1	ah1	NOUN
ct-10116	69	12	26.1	26.1	NUM
ct-10116	69	13	%	%	NOUN
ct-10116	69	14	-4.4	-4.4	NUM
ct-10116	69	15	%	%	NOUN
ct-10116	70	1	selwood	selwood	PROPN
ct-10116	70	2	betty	betty	PROPN
ct-10116	70	3	's	's	PART
ct-10116	70	4	commander	commander	NOUN
ct-10116	70	5	references	reference	VERB
ct-10116	70	6	1	1	NUM
ct-10116	70	7	.	.	PUNCT
ct-10116	70	8	united	united	PROPN
ct-10116	70	9	states	states	PROPN
ct-10116	70	10	department	department	PROPN
ct-10116	70	11	of	of	ADP
ct-10116	70	12	agriculture	agriculture	PROPN
ct-10116	70	13	animal	animal	NOUN
ct-10116	70	14	and	and	CCONJ
ct-10116	70	15	plant	plant	NOUN
ct-10116	70	16	health	health	NOUN
ct-10116	70	17	inspection	inspection	NOUN
ct-10116	70	18	service	service	NOUN
ct-10116	70	19	veterinary	veterinary	PROPN
ct-10116	70	20	services	service	NOUN
ct-10116	70	21	national	national	PROPN
ct-10116	70	22	animal	animal	NOUN
ct-10116	70	23	health	health	NOUN
ct-10116	70	24	monitoring	monitoring	NOUN
ct-10116	70	25	system	system	NOUN
ct-10116	70	26	february	february	PROPN
ct-10116	70	27	2010	2010	NUM
ct-10116	70	28	beef	beef	NOUN
ct-10116	70	29	2007–08	2007–08	NOUN
ct-10116	70	30	part	part	NOUN
ct-10116	70	31	iv	iv	X
ct-10116	70	32	:	:	PUNCT
ct-10116	70	33	reference	reference	NOUN
ct-10116	70	34	of	of	ADP
ct-10116	70	35	beef	beef	NOUN
ct-10116	70	36	cow	cow	NOUN
ct-10116	70	37	-	-	PUNCT
ct-10116	70	38	calf	calf	NOUN
ct-10116	70	39	management	management	NOUN
ct-10116	70	40	practices	practice	NOUN
ct-10116	70	41	in	in	ADP
ct-10116	70	42	the	the	DET
ct-10116	70	43	united	united	PROPN
ct-10116	70	44	states	states	PROPN
ct-10116	70	45	,	,	PUNCT
ct-10116	70	46	2007–08	2007–08	NOUN
ct-10116	70	47	2	2	NUM
ct-10116	70	48	.	.	PUNCT
ct-10116	70	49	united	united	PROPN
ct-10116	70	50	states	states	PROPN
ct-10116	70	51	department	department	PROPN
ct-10116	70	52	of	of	ADP
ct-10116	70	53	agriculture	agriculture	PROPN
ct-10116	70	54	animal	animal	NOUN
ct-10116	70	55	and	and	CCONJ
ct-10116	70	56	plant	plant	NOUN
ct-10116	70	57	health	health	NOUN
ct-10116	70	58	inspection	inspection	NOUN
ct-10116	70	59	service	service	NOUN
ct-10116	70	60	veterinary	veterinary	PROPN
ct-10116	70	61	services	service	NOUN
ct-10116	70	62	national	national	PROPN
ct-10116	70	63	animal	animal	NOUN
ct-10116	70	64	health	health	NOUN
ct-10116	70	65	monitoring	monitoring	NOUN
ct-10116	70	66	system	system	NOUN
ct-10116	70	67	march	march	PROPN
ct-10116	70	68	2007	2007	NUM
ct-10116	70	69	dairy	dairy	NOUN
ct-10116	70	70	2007	2007	NUM
ct-10116	70	71	part	part	NOUN
ct-10116	70	72	ii	ii	NOUN
ct-10116	70	73	:	:	PUNCT
ct-10116	70	74	changes	change	NOUN
ct-10116	70	75	in	in	ADP
ct-10116	70	76	the	the	DET
ct-10116	70	77	u.s	u.s	PROPN
ct-10116	70	78	.	.	PROPN
ct-10116	70	79	dairy	dairy	NOUN
ct-10116	70	80	cattle	cattle	NOUN
ct-10116	70	81	industry	industry	NOUN
ct-10116	70	82	,	,	PUNCT
ct-10116	70	83	1991	1991	NUM
ct-10116	70	84	–	–	PUNCT
ct-10116	70	85	2007	2007	NUM
ct-10116	70	86	3	3	NUM
ct-10116	70	87	.	.	PUNCT
ct-10116	70	88	illumina	illumina	PROPN
ct-10116	70	89	data	data	PROPN
ct-10116	70	90	sheet	sheet	NOUN
ct-10116	70	91	:	:	PUNCT
ct-10116	70	92	dna	dna	PROPN
ct-10116	70	93	analysis	analysis	NOUN
ct-10116	70	94	.	.	PUNCT
ct-10116	71	1	bovinesnp50	bovinesnp50	NOUN
ct-10116	71	2	genotyping	genotyping	NOUN
ct-10116	71	3	beadchip	beadchip	NOUN
ct-10116	71	4	.	.	PUNCT
ct-10116	72	1	2011	2011	NUM
ct-10116	72	2	-	-	SYM
ct-10116	72	3	2012	2012	NUM
ct-10116	72	4	.	.	PUNCT
ct-10116	73	1	http://res.illumina.com/documents/products/datasheets/datasheet_bovine_snp5o.pdf	http://res.illumina.com/documents/products/datasheets/datasheet_bovine_snp5o.pdf	NOUN
ct-10116	73	2	4	4	NUM
ct-10116	73	3	.	.	PUNCT
ct-10116	73	4	http://aipl.arsusda.gov/genotype/cur_freq.html	http://aipl.arsusda.gov/genotype/cur_freq.html	NUM
ct-10116	73	5	5	5	NUM
ct-10116	73	6	.	.	PUNCT
ct-10116	73	7	genomic	genomic	ADJ
ct-10116	73	8	update	update	NOUN
ct-10116	73	9	january	january	PROPN
ct-10116	73	10	2013	2013	NUM
ct-10116	73	11	,	,	PUNCT
ct-10116	73	12	american	american	PROPN
ct-10116	73	13	angus	angus	PROPN
ct-10116	73	14	association	association	PROPN
ct-10116	73	15	/	/	SYM
ct-10116	73	16	angus	angus	PROPN
ct-10116	73	17	genetics	genetics	PROPN
ct-10116	73	18	inc	inc	PROPN
ct-10116	73	19	.	.	PROPN
ct-10116	73	20	6	6	NUM
ct-10116	73	21	.	.	PUNCT
ct-10116	73	22	fast	fast	ADJ
ct-10116	73	23	forward	forward	PROPN
ct-10116	73	24	epds	epds	PROPN
ct-10116	73	25	,	,	PUNCT
ct-10116	73	26	accuracy	accuracy	NOUN
ct-10116	73	27	values	value	NOUN
ct-10116	73	28	quick	quick	ADJ
ct-10116	73	29	tips	tip	NOUN
ct-10116	73	30	,	,	PUNCT
ct-10116	73	31	zoetis	zoetis	NOUN
ct-10116	73	32	and	and	CCONJ
ct-10116	73	33	angus	angus	PROPN
ct-10116	73	34	genetics	genetics	PROPN
ct-10116	73	35	inc	inc	PROPN
ct-10116	73	36	.	.	PROPN
ct-10116	73	37	7	7	X
ct-10116	73	38	.	.	X
ct-10116	74	1	http://aipl.arsusda.gov/eval/summary/comparexml_menu.cfm?r_menu=v	http://aipl.arsusda.gov/eval/summary/comparexml_menu.cfm?r_menu=v	NOUN
ct-10116	74	2	_	_	NOUN
ct-10116	75	1	1304.v_heifers.v_holstein_wddx#startbody	1304.v_heifers.v_holstein_wddx#startbody	NUM
ct-10116	75	2	8	8	NUM
ct-10116	75	3	.	.	PUNCT
ct-10116	76	1	cassell	cassell	PROPN
ct-10116	76	2	b	b	NUM
ct-10116	76	3	:	:	PUNCT
ct-10116	76	4	new	new	ADJ
ct-10116	76	5	use	use	NOUN
ct-10116	76	6	for	for	ADP
ct-10116	76	7	genomics	genomic	NOUN
ct-10116	76	8	:	:	PUNCT
ct-10116	76	9	haplotypes	haplotype	NOUN
ct-10116	76	10	affecting	affect	VERB
ct-10116	76	11	fertility	fertility	NOUN
ct-10116	76	12	.	.	PUNCT
ct-10116	77	1	hoard	hoard	NOUN
ct-10116	77	2	’s	’s	PART
ct-10116	77	3	dairyman	dairyman	NOUN
ct-10116	77	4	august	august	PROPN
ct-10116	77	5	25	25	NUM
ct-10116	77	6	,	,	PUNCT
ct-10116	77	7	2011	2011	NUM
ct-10116	77	8	.	.	PUNCT
ct-10116	78	1	9	9	X
ct-10116	78	2	.	.	X
ct-10116	78	3	http://www.holstein	http://www.holstein	PROPN
ct-10116	78	4	usa.com/news/press_release2013.jsp#pr2013_20	usa.com/news/press_release2013.jsp#pr2013_20	PROPN
ct-10116	78	5	477	477	NUM
ct-10116	78	6	clinical	clinical	ADJ
ct-10116	78	7	theriogenology	theriogenology	NOUN
ct-10116	78	8	•	•	NOUN
ct-10116	78	9	volume	volume	NOUN
ct-10116	78	10	5	5	NUM
ct-10116	78	11	,	,	PUNCT
ct-10116	78	12	number	number	NOUN
ct-10116	78	13	4	4	NUM
ct-10116	78	14	•	•	NOUN
ct-10116	78	15	december	december	PROPN
ct-10116	78	16	2013	2013	NUM
ct-10116	79	1	478clinical	478clinical	ADJ
ct-10116	79	2	theriogenology	theriogenology	NOUN
ct-10116	79	3	•	•	NOUN
ct-10116	79	4	volume	volume	NOUN
ct-10116	79	5	5	5	NUM
ct-10116	79	6	,	,	PUNCT
ct-10116	79	7	number	number	NOUN
ct-10116	79	8	4	4	NUM
ct-10116	79	9	•	•	NOUN
ct-10116	79	10	december	december	PROPN
ct-10116	79	11	2013	2013	NUM
ct-10116	79	12	omniblank	omniblank	NOUN
ct-10116	79	13	:	:	PUNCT