id	sid	tid	token	lemma	pos
cet-15327	1	1	doi	doi	NOUN
cet-15327	1	2	:	:	PUNCT
cet-15327	1	3	10.3303	10.3303	NUM
cet-15327	1	4	/	/	SYM
cet-15327	1	5	cet25117077	cet25117077	PROPN
cet-15327	1	6	paper	paper	PROPN
cet-15327	1	7	received	receive	VERB
cet-15327	1	8	:	:	PUNCT
cet-15327	1	9	20	20	NUM
cet-15327	1	10	december	december	PROPN
cet-15327	1	11	2024	2024	NUM
cet-15327	1	12	;	;	PUNCT
cet-15327	1	13	revised	revise	VERB
cet-15327	1	14	:	:	PUNCT
cet-15327	1	15	7	7	NUM
cet-15327	1	16	march	march	NOUN
cet-15327	1	17	2025	2025	NUM
cet-15327	1	18	;	;	PUNCT
cet-15327	1	19	accepted	accept	VERB
cet-15327	1	20	:	:	PUNCT
cet-15327	1	21	23	23	NUM
cet-15327	1	22	april	april	PROPN
cet-15327	1	23	2025	2025	NUM
cet-15327	1	24	please	please	INTJ
cet-15327	1	25	cite	cite	VERB
cet-15327	1	26	this	this	DET
cet-15327	1	27	article	article	NOUN
cet-15327	1	28	as	as	ADP
cet-15327	1	29	:	:	PUNCT
cet-15327	1	30	galvis	galvis	VERB
cet-15327	1	31	vasquez	vasquez	PROPN
cet-15327	1	32	f.	f.	PROPN
cet-15327	1	33	,	,	PUNCT
cet-15327	1	34	herrera	herrera	PROPN
cet-15327	1	35	-	-	PUNCT
cet-15327	1	36	barros	barros	PROPN
cet-15327	1	37	a.	a.	PROPN
cet-15327	1	38	,	,	PUNCT
cet-15327	1	39	cuenca	cuenca	PROPN
cet-15327	1	40	quicazan	quicazan	PROPN
cet-15327	1	41	m.	m.	NOUN
cet-15327	1	42	,	,	PUNCT
cet-15327	1	43	2025	2025	NUM
cet-15327	1	44	,	,	PUNCT
cet-15327	1	45	cocoa	cocoa	NOUN
cet-15327	1	46	process	process	NOUN
cet-15327	1	47	in	in	ADP
cet-15327	1	48	montes	montes	PROPN
cet-15327	1	49	de	de	X
cet-15327	1	50	maría	maría	PROPN
cet-15327	1	51	,	,	PUNCT
cet-15327	1	52	colombia	colombia	PROPN
cet-15327	1	53	:	:	PUNCT
cet-15327	1	54	contribution	contribution	NOUN
cet-15327	1	55	to	to	ADP
cet-15327	1	56	its	its	PRON
cet-15327	1	57	technification	technification	NOUN
cet-15327	1	58	,	,	PUNCT
cet-15327	1	59	chemical	chemical	ADJ
cet-15327	1	60	engineering	engineering	NOUN
cet-15327	1	61	transactions	transaction	NOUN
cet-15327	1	62	,	,	PUNCT
cet-15327	1	63	117	117	NUM
cet-15327	1	64	,	,	PUNCT
cet-15327	1	65	457	457	NUM
cet-15327	1	66	-	-	SYM
cet-15327	1	67	462	462	NUM
cet-15327	1	68	doi:10.3303	doi:10.3303	NOUN
cet-15327	1	69	/	/	SYM
cet-15327	1	70	cet25117077	cet25117077	PROPN
cet-15327	1	71	chemical	chemical	PROPN
cet-15327	1	72	engineering	engineering	PROPN
cet-15327	1	73	transactions	transaction	NOUN
cet-15327	1	74	vol	vol	NOUN
cet-15327	1	75	.	.	PROPN
cet-15327	1	76	117	117	NUM
cet-15327	1	77	,	,	PUNCT
cet-15327	1	78	2025	2025	NUM
cet-15327	1	79	a	a	DET
cet-15327	1	80	publication	publication	NOUN
cet-15327	1	81	of	of	ADP
cet-15327	1	82	the	the	DET
cet-15327	1	83	italian	italian	ADJ
cet-15327	1	84	association	association	NOUN
cet-15327	1	85	of	of	ADP
cet-15327	1	86	chemical	chemical	PROPN
cet-15327	1	87	engineering	engineering	NOUN
cet-15327	1	88	online	online	ADV
cet-15327	1	89	at	at	ADP
cet-15327	1	90	www.cetjournal.it	www.cetjournal.it	PROPN
cet-15327	1	91	guest	guest	NOUN
cet-15327	1	92	editors	editor	NOUN
cet-15327	1	93	:	:	PUNCT
cet-15327	1	94	fabrizio	fabrizio	PROPN
cet-15327	1	95	bezzo	bezzo	PROPN
cet-15327	1	96	,	,	PUNCT
cet-15327	1	97	flavio	flavio	PROPN
cet-15327	1	98	manenti	manenti	PROPN
cet-15327	1	99	,	,	PUNCT
cet-15327	1	100	gabriele	gabriele	PROPN
cet-15327	1	101	pannocchia	pannocchia	PROPN
cet-15327	1	102	,	,	PUNCT
cet-15327	1	103	almerinda	almerinda	PROPN
cet-15327	1	104	di	di	PROPN
cet-15327	1	105	benedetto	benedetto	PROPN
cet-15327	1	106	copyright	copyright	PROPN
cet-15327	2	1	©	©	PROPN
cet-15327	2	2	2025	2025	NUM
cet-15327	2	3	,	,	PUNCT
cet-15327	2	4	aidic	aidic	ADJ
cet-15327	2	5	servizi	servizi	PROPN
cet-15327	2	6	s.r.l	s.r.l	NOUN
cet-15327	2	7	.	.	PUNCT
cet-15327	3	1	isbn	isbn	PROPN
cet-15327	3	2	979	979	NUM
cet-15327	3	3	-	-	SYM
cet-15327	3	4	12	12	NUM
cet-15327	3	5	-	-	PUNCT
cet-15327	3	6	81206	81206	NUM
cet-15327	3	7	-	-	SYM
cet-15327	3	8	17	17	NUM
cet-15327	3	9	-	-	SYM
cet-15327	3	10	5	5	NUM
cet-15327	3	11	;	;	PUNCT
cet-15327	3	12	issn	issn	PROPN
cet-15327	3	13	2283	2283	NUM
cet-15327	3	14	-	-	SYM
cet-15327	3	15	9216	9216	NUM
cet-15327	3	16	cocoa	cocoa	NOUN
cet-15327	3	17	process	process	NOUN
cet-15327	3	18	in	in	ADP
cet-15327	3	19	montes	montes	PROPN
cet-15327	3	20	de	de	X
cet-15327	3	21	maría	maría	PROPN
cet-15327	3	22	,	,	PUNCT
cet-15327	3	23	colombia	colombia	PROPN
cet-15327	3	24	:	:	PUNCT
cet-15327	3	25	contribution	contribution	NOUN
cet-15327	3	26	to	to	ADP
cet-15327	3	27	its	its	PRON
cet-15327	3	28	technification	technification	NOUN
cet-15327	3	29	fabio	fabio	NOUN
cet-15327	3	30	galvis	galvis	PROPN
cet-15327	3	31	vásqueza	vásqueza	NOUN
cet-15327	3	32	,	,	PUNCT
cet-15327	3	33	adriana	adriana	PROPN
cet-15327	3	34	herrera	herrera	PROPN
cet-15327	3	35	barrosb	barrosb	PROPN
cet-15327	3	36	,	,	PUNCT
cet-15327	3	37	martha	martha	PROPN
cet-15327	3	38	cuenca	cuenca	PROPN
cet-15327	3	39	quicazánb	quicazánb	PROPN
cet-15327	3	40	,	,	PUNCT
cet-15327	3	41	*	*	PUNCT
cet-15327	3	42	a	a	DET
cet-15327	3	43	program	program	NOUN
cet-15327	3	44	of	of	ADP
cet-15327	3	45	chemical	chemical	ADJ
cet-15327	3	46	engineering	engineering	NOUN
cet-15327	3	47	,	,	PUNCT
cet-15327	3	48	college	college	NOUN
cet-15327	3	49	of	of	ADP
cet-15327	3	50	engineering	engineering	PROPN
cet-15327	3	51	,	,	PUNCT
cet-15327	3	52	universidad	universidad	PROPN
cet-15327	3	53	de	de	PROPN
cet-15327	3	54	cartagena	cartagena	PROPN
cet-15327	3	55	,	,	PUNCT
cet-15327	3	56	cartagena	cartagena	PROPN
cet-15327	3	57	,	,	PUNCT
cet-15327	3	58	colombia	colombia	PROPN
cet-15327	3	59	b	b	PROPN
cet-15327	3	60	program	program	NOUN
cet-15327	3	61	of	of	ADP
cet-15327	3	62	chemical	chemical	ADJ
cet-15327	3	63	engineering	engineering	NOUN
cet-15327	3	64	,	,	PUNCT
cet-15327	3	65	professor	professor	NOUN
cet-15327	3	66	,	,	PUNCT
cet-15327	3	67	college	college	NOUN
cet-15327	3	68	of	of	ADP
cet-15327	3	69	engineering	engineering	NOUN
cet-15327	3	70	,	,	PUNCT
cet-15327	3	71	nanomaterials	nanomaterial	NOUN
cet-15327	3	72	and	and	CCONJ
cet-15327	3	73	computer	computer	NOUN
cet-15327	3	74	aided	aid	VERB
cet-15327	3	75	process	process	NOUN
cet-15327	3	76	engineering	engineering	NOUN
cet-15327	3	77	research	research	NOUN
cet-15327	3	78	group	group	NOUN
cet-15327	3	79	,	,	PUNCT
cet-15327	3	80	universidad	universidad	PROPN
cet-15327	3	81	de	de	PROPN
cet-15327	3	82	cartagena	cartagena	PROPN
cet-15327	3	83	,	,	PUNCT
cet-15327	3	84	cartagena	cartagena	PROPN
cet-15327	3	85	,	,	PUNCT
cet-15327	3	86	colombia	colombia	PROPN
cet-15327	3	87	mcuencaq@unicartagena.edu.co	mcuencaq@unicartagena.edu.co	PROPN
cet-15327	3	88	the	the	DET
cet-15327	3	89	bolívar	bolívar	PROPN
cet-15327	3	90	department	department	PROPN
cet-15327	3	91	in	in	ADP
cet-15327	3	92	colombia	colombia	PROPN
cet-15327	3	93	has	have	VERB
cet-15327	3	94	rich	rich	ADJ
cet-15327	3	95	,	,	PUNCT
cet-15327	3	96	fertile	fertile	ADJ
cet-15327	3	97	land	land	NOUN
cet-15327	3	98	that	that	PRON
cet-15327	3	99	can	can	AUX
cet-15327	3	100	produce	produce	VERB
cet-15327	3	101	important	important	ADJ
cet-15327	3	102	food	food	NOUN
cet-15327	3	103	crops	crop	NOUN
cet-15327	3	104	.	.	PUNCT
cet-15327	4	1	however	however	ADV
cet-15327	4	2	,	,	PUNCT
cet-15327	4	3	its	its	PRON
cet-15327	4	4	development	development	NOUN
cet-15327	4	5	has	have	AUX
cet-15327	4	6	been	be	AUX
cet-15327	4	7	limited	limit	VERB
cet-15327	4	8	by	by	ADP
cet-15327	4	9	two	two	NUM
cet-15327	4	10	things	thing	NOUN
cet-15327	4	11	:	:	PUNCT
cet-15327	4	12	its	its	PRON
cet-15327	4	13	lack	lack	NOUN
cet-15327	4	14	of	of	ADP
cet-15327	4	15	progress	progress	NOUN
cet-15327	4	16	in	in	ADP
cet-15327	4	17	the	the	DET
cet-15327	4	18	fields	field	NOUN
cet-15327	4	19	of	of	ADP
cet-15327	4	20	agriculture	agriculture	NOUN
cet-15327	4	21	and	and	CCONJ
cet-15327	4	22	industry	industry	NOUN
cet-15327	4	23	,	,	PUNCT
cet-15327	4	24	and	and	CCONJ
cet-15327	4	25	its	its	PRON
cet-15327	4	26	inadequate	inadequate	ADJ
cet-15327	4	27	access	access	NOUN
cet-15327	4	28	to	to	ADP
cet-15327	4	29	energy	energy	NOUN
cet-15327	4	30	.	.	PUNCT
cet-15327	5	1	among	among	ADP
cet-15327	5	2	its	its	PRON
cet-15327	5	3	resources	resource	NOUN
cet-15327	5	4	,	,	PUNCT
cet-15327	5	5	cocoa	cocoa	NOUN
cet-15327	5	6	(	(	PUNCT
cet-15327	5	7	theobroma	theobroma	PROPN
cet-15327	5	8	cocoa	cocoa	PROPN
cet-15327	5	9	l.	l.	PROPN
cet-15327	5	10	)	)	PUNCT
cet-15327	5	11	stands	stand	VERB
cet-15327	5	12	out	out	ADP
cet-15327	5	13	as	as	ADP
cet-15327	5	14	a	a	DET
cet-15327	5	15	potential	potential	ADJ
cet-15327	5	16	export	export	NOUN
cet-15327	5	17	crop	crop	NOUN
cet-15327	5	18	,	,	PUNCT
cet-15327	5	19	but	but	CCONJ
cet-15327	5	20	only	only	ADV
cet-15327	5	21	if	if	SCONJ
cet-15327	5	22	it	it	PRON
cet-15327	5	23	can	can	AUX
cet-15327	5	24	be	be	AUX
cet-15327	5	25	processed	process	VERB
cet-15327	5	26	to	to	PART
cet-15327	5	27	meet	meet	VERB
cet-15327	5	28	international	international	ADJ
cet-15327	5	29	quality	quality	NOUN
cet-15327	5	30	standards	standard	NOUN
cet-15327	5	31	.	.	PUNCT
cet-15327	6	1	in	in	ADP
cet-15327	6	2	2016	2016	NUM
cet-15327	6	3	,	,	PUNCT
cet-15327	6	4	colombia	colombia	PROPN
cet-15327	6	5	produced	produce	VERB
cet-15327	6	6	60,535	60,535	NUM
cet-15327	6	7	tons	ton	NOUN
cet-15327	6	8	of	of	ADP
cet-15327	6	9	cocoa	cocoa	NOUN
cet-15327	6	10	beans	bean	NOUN
cet-15327	6	11	.	.	PUNCT
cet-15327	7	1	these	these	DET
cet-15327	7	2	beans	bean	NOUN
cet-15327	7	3	were	be	AUX
cet-15327	7	4	grown	grow	VERB
cet-15327	7	5	by	by	ADP
cet-15327	7	6	38,000	38,000	NUM
cet-15327	7	7	rural	rural	ADJ
cet-15327	7	8	farming	farming	NOUN
cet-15327	7	9	families	family	NOUN
cet-15327	7	10	using	use	VERB
cet-15327	7	11	traditional	traditional	ADJ
cet-15327	7	12	sundrying	sundrying	NOUN
cet-15327	7	13	methods	method	NOUN
cet-15327	7	14	.	.	PUNCT
cet-15327	8	1	while	while	SCONJ
cet-15327	8	2	these	these	DET
cet-15327	8	3	methods	method	NOUN
cet-15327	8	4	are	be	AUX
cet-15327	8	5	economical	economical	ADJ
cet-15327	8	6	,	,	PUNCT
cet-15327	8	7	they	they	PRON
cet-15327	8	8	lack	lack	VERB
cet-15327	8	9	the	the	DET
cet-15327	8	10	controls	control	NOUN
cet-15327	8	11	and	and	CCONJ
cet-15327	8	12	fermentation	fermentation	NOUN
cet-15327	8	13	technologies	technology	NOUN
cet-15327	8	14	needed	need	VERB
cet-15327	8	15	to	to	PART
cet-15327	8	16	achieve	achieve	VERB
cet-15327	8	17	the	the	DET
cet-15327	8	18	fine	fine	ADJ
cet-15327	8	19	flavors	flavor	NOUN
cet-15327	8	20	of	of	ADP
cet-15327	8	21	premium	premium	NOUN
cet-15327	8	22	cocoa	cocoa	NOUN
cet-15327	8	23	.	.	PUNCT
cet-15327	9	1	this	this	DET
cet-15327	9	2	research	research	NOUN
cet-15327	9	3	was	be	AUX
cet-15327	9	4	focused	focus	VERB
cet-15327	9	5	on	on	ADP
cet-15327	9	6	improving	improve	VERB
cet-15327	9	7	the	the	DET
cet-15327	9	8	fermentation	fermentation	NOUN
cet-15327	9	9	and	and	CCONJ
cet-15327	9	10	drying	drying	NOUN
cet-15327	9	11	of	of	ADP
cet-15327	9	12	cocoa	cocoa	NOUN
cet-15327	9	13	processes	process	NOUN
cet-15327	9	14	in	in	ADP
cet-15327	9	15	bolivar	bolivar	NOUN
cet-15327	9	16	,	,	PUNCT
cet-15327	9	17	specifically	specifically	ADV
cet-15327	9	18	in	in	ADP
cet-15327	9	19	the	the	DET
cet-15327	9	20	montes	montes	PROPN
cet-15327	9	21	de	de	PROPN
cet-15327	9	22	maría	maría	PROPN
cet-15327	9	23	sub	sub	NOUN
cet-15327	9	24	-	-	NOUN
cet-15327	9	25	region	region	NOUN
cet-15327	9	26	.	.	PUNCT
cet-15327	10	1	it	it	PRON
cet-15327	10	2	was	be	AUX
cet-15327	10	3	designed	design	VERB
cet-15327	10	4	and	and	CCONJ
cet-15327	10	5	tested	test	VERB
cet-15327	10	6	a	a	DET
cet-15327	10	7	rotary	rotary	ADJ
cet-15327	10	8	fermenter	fermenter	NOUN
cet-15327	10	9	and	and	CCONJ
cet-15327	10	10	a	a	DET
cet-15327	10	11	solar	solar	NOUN
cet-15327	10	12	-	-	PUNCT
cet-15327	10	13	powered	powered	ADJ
cet-15327	10	14	drying	dry	VERB
cet-15327	10	15	system	system	NOUN
cet-15327	10	16	.	.	PUNCT
cet-15327	11	1	it	it	PRON
cet-15327	11	2	was	be	AUX
cet-15327	11	3	also	also	ADV
cet-15327	11	4	analyzed	analyze	VERB
cet-15327	11	5	energy	energy	NOUN
cet-15327	11	6	consumption	consumption	NOUN
cet-15327	11	7	for	for	ADP
cet-15327	11	8	photovoltaic	photovoltaic	NOUN
cet-15327	11	9	panels	panel	NOUN
cet-15327	11	10	.	.	PUNCT
cet-15327	12	1	the	the	DET
cet-15327	12	2	results	result	NOUN
cet-15327	12	3	showed	show	VERB
cet-15327	12	4	that	that	SCONJ
cet-15327	12	5	the	the	DET
cet-15327	12	6	system	system	NOUN
cet-15327	12	7	was	be	AUX
cet-15327	12	8	effective	effective	ADJ
cet-15327	12	9	,	,	PUNCT
cet-15327	12	10	but	but	CCONJ
cet-15327	12	11	it	it	PRON
cet-15327	12	12	was	be	AUX
cet-15327	12	13	not	not	PART
cet-15327	12	14	self	self	NOUN
cet-15327	12	15	-	-	PUNCT
cet-15327	12	16	sustaining	sustain	VERB
cet-15327	12	17	because	because	SCONJ
cet-15327	12	18	of	of	ADP
cet-15327	12	19	the	the	DET
cet-15327	12	20	high	high	ADJ
cet-15327	12	21	cost	cost	NOUN
cet-15327	12	22	of	of	ADP
cet-15327	12	23	the	the	DET
cet-15327	12	24	panels	panel	NOUN
cet-15327	12	25	and	and	CCONJ
cet-15327	12	26	batteries	battery	NOUN
cet-15327	12	27	.	.	PUNCT
cet-15327	13	1	still	still	ADV
cet-15327	13	2	,	,	PUNCT
cet-15327	13	3	the	the	DET
cet-15327	13	4	project	project	NOUN
cet-15327	13	5	enabled	enable	VERB
cet-15327	13	6	the	the	DET
cet-15327	13	7	implementation	implementation	NOUN
cet-15327	13	8	of	of	ADP
cet-15327	13	9	a	a	DET
cet-15327	13	10	fermenter	fermenter	NOUN
cet-15327	13	11	adapted	adapt	VERB
cet-15327	13	12	to	to	ADP
cet-15327	13	13	local	local	ADJ
cet-15327	13	14	needs	need	NOUN
cet-15327	13	15	to	to	PART
cet-15327	13	16	improve	improve	VERB
cet-15327	13	17	cocoa	cocoa	NOUN
cet-15327	13	18	's	's	PART
cet-15327	13	19	quality	quality	NOUN
cet-15327	13	20	.	.	PUNCT
cet-15327	14	1	the	the	DET
cet-15327	14	2	project	project	NOUN
cet-15327	14	3	also	also	ADV
cet-15327	14	4	trained	train	VERB
cet-15327	14	5	six	six	NUM
cet-15327	14	6	chemical	chemical	NOUN
cet-15327	14	7	engineers	engineer	NOUN
cet-15327	14	8	and	and	CCONJ
cet-15327	14	9	a	a	DET
cet-15327	14	10	phd	phd	NOUN
cet-15327	14	11	student	student	NOUN
cet-15327	14	12	in	in	ADP
cet-15327	14	13	cocoa	cocoa	NOUN
cet-15327	14	14	processing	processing	NOUN
cet-15327	14	15	,	,	PUNCT
cet-15327	14	16	which	which	PRON
cet-15327	14	17	helped	help	VERB
cet-15327	14	18	develop	develop	VERB
cet-15327	14	19	technology	technology	NOUN
cet-15327	14	20	for	for	ADP
cet-15327	14	21	this	this	DET
cet-15327	14	22	crop	crop	NOUN
cet-15327	14	23	.	.	PUNCT
cet-15327	15	1	keywords	keyword	NOUN
cet-15327	15	2	:	:	PUNCT
cet-15327	15	3	cocoa	cocoa	NOUN
cet-15327	15	4	beans	bean	NOUN
cet-15327	15	5	;	;	PUNCT
cet-15327	15	6	cocoa	cocoa	NOUN
cet-15327	15	7	process	process	NOUN
cet-15327	15	8	;	;	PUNCT
cet-15327	15	9	standardization	standardization	NOUN
cet-15327	15	10	processing	processing	NOUN
cet-15327	15	11	;	;	PUNCT
cet-15327	15	12	solar	solar	ADJ
cet-15327	15	13	energy	energy	NOUN
cet-15327	15	14	panels	panel	NOUN
cet-15327	15	15	1	1	NUM
cet-15327	15	16	.	.	PUNCT
cet-15327	15	17	introduction	introduction	NOUN
cet-15327	15	18	cocoa	cocoa	NOUN
cet-15327	15	19	(	(	PUNCT
cet-15327	15	20	theobroma	theobroma	PROPN
cet-15327	15	21	cocoa	cocoa	PROPN
cet-15327	15	22	l.	l.	PROPN
cet-15327	15	23	)	)	PUNCT
cet-15327	15	24	,	,	PUNCT
cet-15327	15	25	native	native	ADJ
cet-15327	15	26	to	to	ADP
cet-15327	15	27	tropical	tropical	ADJ
cet-15327	15	28	and	and	CCONJ
cet-15327	15	29	subtropical	subtropical	ADJ
cet-15327	15	30	regions	region	NOUN
cet-15327	15	31	of	of	ADP
cet-15327	15	32	the	the	DET
cet-15327	15	33	americas	america	NOUN
cet-15327	15	34	,	,	PUNCT
cet-15327	15	35	is	be	AUX
cet-15327	15	36	a	a	DET
cet-15327	15	37	globally	globally	ADV
cet-15327	15	38	important	important	ADJ
cet-15327	15	39	agricultural	agricultural	ADJ
cet-15327	15	40	crop	crop	NOUN
cet-15327	15	41	with	with	ADP
cet-15327	15	42	a	a	DET
cet-15327	15	43	market	market	NOUN
cet-15327	15	44	expected	expect	VERB
cet-15327	15	45	to	to	PART
cet-15327	15	46	reach	reach	VERB
cet-15327	15	47	$	$	SYM
cet-15327	15	48	16.32	16.32	NUM
cet-15327	15	49	billion	billion	NUM
cet-15327	15	50	by	by	ADP
cet-15327	15	51	2025	2025	NUM
cet-15327	15	52	.	.	PUNCT
cet-15327	16	1	its	its	PRON
cet-15327	16	2	production	production	NOUN
cet-15327	16	3	spans	span	VERB
cet-15327	16	4	west	west	PROPN
cet-15327	16	5	africa	africa	PROPN
cet-15327	16	6	,	,	PUNCT
cet-15327	16	7	the	the	DET
cet-15327	16	8	americas	america	NOUN
cet-15327	16	9	,	,	PUNCT
cet-15327	16	10	and	and	CCONJ
cet-15327	16	11	asia	asia	PROPN
cet-15327	16	12	,	,	PUNCT
cet-15327	16	13	with	with	ADP
cet-15327	16	14	côte	côte	NOUN
cet-15327	16	15	d'ivoire	d'ivoire	PROPN
cet-15327	16	16	and	and	CCONJ
cet-15327	16	17	ghana	ghana	PROPN
cet-15327	16	18	as	as	ADP
cet-15327	16	19	the	the	DET
cet-15327	16	20	leading	lead	VERB
cet-15327	16	21	producers	producer	NOUN
cet-15327	16	22	(	(	PUNCT
cet-15327	16	23	tosto	tosto	NOUN
cet-15327	16	24	et	et	PROPN
cet-15327	16	25	al	al	PROPN
cet-15327	16	26	.	.	PROPN
cet-15327	16	27	,	,	PUNCT
cet-15327	16	28	2023	2023	NUM
cet-15327	16	29	)	)	PUNCT
cet-15327	16	30	.	.	PUNCT
cet-15327	17	1	colombia	colombia	PROPN
cet-15327	17	2	,	,	PUNCT
cet-15327	17	3	the	the	DET
cet-15327	17	4	10th	10th	ADJ
cet-15327	17	5	largest	large	ADJ
cet-15327	17	6	producer	producer	NOUN
cet-15327	17	7	,	,	PUNCT
cet-15327	17	8	benefits	benefit	NOUN
cet-15327	17	9	from	from	ADP
cet-15327	17	10	favorable	favorable	ADJ
cet-15327	17	11	conditions	condition	NOUN
cet-15327	17	12	for	for	ADP
cet-15327	17	13	growing	grow	VERB
cet-15327	17	14	high	high	ADJ
cet-15327	17	15	-	-	PUNCT
cet-15327	17	16	value	value	NOUN
cet-15327	17	17	genotypes	genotype	NOUN
cet-15327	17	18	such	such	ADJ
cet-15327	17	19	as	as	ADP
cet-15327	17	20	creole	creole	NOUN
cet-15327	17	21	and	and	CCONJ
cet-15327	17	22	trinitario	trinitario	NOUN
cet-15327	17	23	.	.	PUNCT
cet-15327	18	1	in	in	ADP
cet-15327	18	2	2022	2022	NUM
cet-15327	18	3	,	,	PUNCT
cet-15327	18	4	colombia	colombia	PROPN
cet-15327	18	5	produced	produce	VERB
cet-15327	18	6	62,158	62,158	NUM
cet-15327	18	7	tons	ton	NOUN
cet-15327	18	8	of	of	ADP
cet-15327	18	9	cocoa	cocoa	NOUN
cet-15327	18	10	,	,	PUNCT
cet-15327	18	11	mainly	mainly	ADV
cet-15327	18	12	in	in	ADP
cet-15327	18	13	departments	department	NOUN
cet-15327	18	14	such	such	ADJ
cet-15327	18	15	as	as	ADP
cet-15327	18	16	santander	santander	NOUN
cet-15327	18	17	,	,	PUNCT
cet-15327	18	18	arauca	arauca	NOUN
cet-15327	18	19	,	,	PUNCT
cet-15327	18	20	and	and	CCONJ
cet-15327	18	21	antioquia	antioquia	NOUN
cet-15327	18	22	,	,	PUNCT
cet-15327	18	23	supporting	support	VERB
cet-15327	18	24	approximately	approximately	ADV
cet-15327	18	25	65,000	65,000	NUM
cet-15327	18	26	farming	farming	NOUN
cet-15327	18	27	families	family	NOUN
cet-15327	18	28	.	.	PUNCT
cet-15327	19	1	these	these	DET
cet-15327	19	2	small	small	ADJ
cet-15327	19	3	-	-	PUNCT
cet-15327	19	4	scale	scale	NOUN
cet-15327	19	5	producers	producer	NOUN
cet-15327	19	6	,	,	PUNCT
cet-15327	19	7	often	often	ADV
cet-15327	19	8	located	locate	VERB
cet-15327	19	9	in	in	ADP
cet-15327	19	10	fragile	fragile	ADJ
cet-15327	19	11	or	or	CCONJ
cet-15327	19	12	post	post	ADJ
cet-15327	19	13	-	-	ADJ
cet-15327	19	14	conflict	conflict	ADJ
cet-15327	19	15	regions	region	NOUN
cet-15327	19	16	,	,	PUNCT
cet-15327	19	17	face	face	VERB
cet-15327	19	18	challenges	challenge	NOUN
cet-15327	19	19	related	relate	VERB
cet-15327	19	20	to	to	ADP
cet-15327	19	21	limited	limited	ADJ
cet-15327	19	22	land	land	NOUN
cet-15327	19	23	holdings	holding	NOUN
cet-15327	19	24	and	and	CCONJ
cet-15327	19	25	technological	technological	ADJ
cet-15327	19	26	constraints	constraint	NOUN
cet-15327	19	27	.	.	PUNCT
cet-15327	20	1	the	the	DET
cet-15327	20	2	cocoa	cocoa	NOUN
cet-15327	20	3	value	value	NOUN
cet-15327	20	4	chain	chain	NOUN
cet-15327	20	5	in	in	ADP
cet-15327	20	6	colombia	colombia	PROPN
cet-15327	20	7	faces	face	VERB
cet-15327	20	8	challenges	challenge	NOUN
cet-15327	20	9	due	due	ADP
cet-15327	20	10	to	to	ADP
cet-15327	20	11	the	the	DET
cet-15327	20	12	use	use	NOUN
cet-15327	20	13	of	of	ADP
cet-15327	20	14	artisanal	artisanal	ADJ
cet-15327	20	15	processing	processing	NOUN
cet-15327	20	16	methods	method	NOUN
cet-15327	20	17	that	that	PRON
cet-15327	20	18	fall	fall	VERB
cet-15327	20	19	short	short	ADV
cet-15327	20	20	of	of	ADP
cet-15327	20	21	international	international	ADJ
cet-15327	20	22	standards	standard	NOUN
cet-15327	20	23	,	,	PUNCT
cet-15327	20	24	resulting	result	VERB
cet-15327	20	25	in	in	ADP
cet-15327	20	26	reduced	reduced	ADJ
cet-15327	20	27	competitiveness	competitiveness	NOUN
cet-15327	20	28	in	in	ADP
cet-15327	20	29	global	global	ADJ
cet-15327	20	30	markets	market	NOUN
cet-15327	20	31	(	(	PUNCT
cet-15327	20	32	puello	puello	NOUN
cet-15327	20	33	-	-	PUNCT
cet-15327	20	34	méndez	méndez	NOUN
cet-15327	20	35	et	et	PROPN
cet-15327	20	36	al	al	PROPN
cet-15327	20	37	.	.	PROPN
cet-15327	20	38	,	,	PUNCT
cet-15327	20	39	2017	2017	NUM
cet-15327	20	40	)	)	PUNCT
cet-15327	20	41	.	.	PUNCT
cet-15327	21	1	to	to	PART
cet-15327	21	2	address	address	VERB
cet-15327	21	3	these	these	DET
cet-15327	21	4	issues	issue	NOUN
cet-15327	21	5	,	,	PUNCT
cet-15327	21	6	this	this	DET
cet-15327	21	7	study	study	NOUN
cet-15327	21	8	investigated	investigate	VERB
cet-15327	21	9	a	a	DET
cet-15327	21	10	technologized	technologize	VERB
cet-15327	21	11	protocol	protocol	NOUN
cet-15327	21	12	for	for	ADP
cet-15327	21	13	postharvest	postharv	ADJ
cet-15327	21	14	cocoa	cocoa	NOUN
cet-15327	21	15	processing	processing	NOUN
cet-15327	21	16	in	in	ADP
cet-15327	21	17	montes	montes	PROPN
cet-15327	21	18	de	de	X
cet-15327	21	19	maría	maría	PROPN
cet-15327	21	20	,	,	PUNCT
cet-15327	21	21	with	with	ADP
cet-15327	21	22	a	a	DET
cet-15327	21	23	focus	focus	NOUN
cet-15327	21	24	on	on	ADP
cet-15327	21	25	fermentation	fermentation	NOUN
cet-15327	21	26	and	and	CCONJ
cet-15327	21	27	drying	drying	NOUN
cet-15327	21	28	,	,	PUNCT
cet-15327	21	29	two	two	NUM
cet-15327	21	30	critical	critical	ADJ
cet-15327	21	31	stages	stage	NOUN
cet-15327	21	32	for	for	ADP
cet-15327	21	33	enhancing	enhance	VERB
cet-15327	21	34	the	the	DET
cet-15327	21	35	beans	bean	NOUN
cet-15327	21	36	'	'	PART
cet-15327	21	37	sensory	sensory	ADJ
cet-15327	21	38	,	,	PUNCT
cet-15327	21	39	chemical	chemical	NOUN
cet-15327	21	40	,	,	PUNCT
cet-15327	21	41	and	and	CCONJ
cet-15327	21	42	microbiological	microbiological	ADJ
cet-15327	21	43	quality	quality	NOUN
cet-15327	21	44	.	.	PUNCT
cet-15327	22	1	the	the	DET
cet-15327	22	2	study	study	NOUN
cet-15327	22	3	compared	compare	VERB
cet-15327	22	4	traditional	traditional	ADJ
cet-15327	22	5	methods	method	NOUN
cet-15327	22	6	with	with	ADP
cet-15327	22	7	improved	improved	ADJ
cet-15327	22	8	techniques	technique	NOUN
cet-15327	22	9	and	and	CCONJ
cet-15327	22	10	created	create	VERB
cet-15327	22	11	laboratory	laboratory	NOUN
cet-15327	22	12	-	-	PUNCT
cet-15327	22	13	scale	scale	NOUN
cet-15327	22	14	prototypes	prototype	NOUN
cet-15327	22	15	by	by	ADP
cet-15327	22	16	analyzing	analyze	VERB
cet-15327	22	17	parameters	parameter	NOUN
cet-15327	22	18	such	such	ADJ
cet-15327	22	19	as	as	ADP
cet-15327	22	20	temperature	temperature	NOUN
cet-15327	22	21	and	and	CCONJ
cet-15327	22	22	operating	operating	NOUN
cet-15327	22	23	time	time	NOUN
cet-15327	22	24	.	.	PUNCT
cet-15327	23	1	a	a	DET
cet-15327	23	2	modified	modify	VERB
cet-15327	23	3	fermenter	fermenter	NOUN
cet-15327	23	4	was	be	AUX
cet-15327	23	5	used	use	VERB
cet-15327	23	6	to	to	PART
cet-15327	23	7	establish	establish	VERB
cet-15327	23	8	the	the	DET
cet-15327	23	9	characteristic	characteristic	ADJ
cet-15327	23	10	flavor	flavor	NOUN
cet-15327	23	11	profile	profile	NOUN
cet-15327	23	12	of	of	ADP
cet-15327	23	13	high	high	ADJ
cet-15327	23	14	-	-	PUNCT
cet-15327	23	15	quality	quality	NOUN
cet-15327	23	16	cocoa	cocoa	NOUN
cet-15327	23	17	.	.	PUNCT
cet-15327	24	1	at	at	ADP
cet-15327	24	2	the	the	DET
cet-15327	24	3	same	same	ADJ
cet-15327	24	4	time	time	NOUN
cet-15327	24	5	,	,	PUNCT
cet-15327	24	6	an	an	DET
cet-15327	24	7	engineered	engineer	VERB
cet-15327	24	8	greenhouse	greenhouse	NOUN
cet-15327	24	9	dryer	dryer	NOUN
cet-15327	24	10	was	be	AUX
cet-15327	24	11	implemented	implement	VERB
cet-15327	24	12	to	to	PART
cet-15327	24	13	achieve	achieve	VERB
cet-15327	24	14	a	a	DET
cet-15327	24	15	moisture	moisture	NOUN
cet-15327	24	16	content	content	NOUN
cet-15327	24	17	of	of	ADP
cet-15327	24	18	7	7	NUM
cet-15327	24	19	%	%	NOUN
cet-15327	24	20	,	,	PUNCT
cet-15327	24	21	ensuring	ensure	VERB
cet-15327	24	22	microbial	microbial	ADJ
cet-15327	24	23	stability	stability	NOUN
cet-15327	24	24	and	and	CCONJ
cet-15327	24	25	preserving	preserve	VERB
cet-15327	24	26	aroma	aroma	NOUN
cet-15327	24	27	compounds	compound	NOUN
cet-15327	24	28	.	.	PUNCT
cet-15327	25	1	this	this	DET
cet-15327	25	2	initiative	initiative	NOUN
cet-15327	25	3	aligns	align	VERB
cet-15327	25	4	with	with	ADP
cet-15327	25	5	the	the	DET
cet-15327	25	6	sustainable	sustainable	ADJ
cet-15327	25	7	development	development	NOUN
cet-15327	25	8	agenda	agenda	NOUN
cet-15327	25	9	by	by	ADP
cet-15327	25	10	promoting	promote	VERB
cet-15327	25	11	rural	rural	ADJ
cet-15327	25	12	productivity	productivity	NOUN
cet-15327	25	13	through	through	ADP
cet-15327	25	14	technology	technology	NOUN
cet-15327	25	15	and	and	CCONJ
cet-15327	25	16	offers	offer	VERB
cet-15327	25	17	a	a	DET
cet-15327	25	18	way	way	NOUN
cet-15327	25	19	to	to	PART
cet-15327	25	20	improve	improve	VERB
cet-15327	25	21	colombian	colombian	ADJ
cet-15327	25	22	cocoa	cocoa	NOUN
cet-15327	25	23	production	production	NOUN
cet-15327	25	24	's	's	PART
cet-15327	25	25	competitiveness	competitiveness	NOUN
cet-15327	25	26	and	and	CCONJ
cet-15327	25	27	economic	economic	ADJ
cet-15327	25	28	impact	impact	NOUN
cet-15327	25	29	.	.	PUNCT
cet-15327	26	1	457	457	NUM
cet-15327	26	2	2	2	NUM
cet-15327	26	3	.	.	PUNCT
cet-15327	26	4	materials	material	NOUN
cet-15327	26	5	and	and	CCONJ
cet-15327	26	6	methods	method	NOUN
cet-15327	26	7	2.1	2.1	NUM
cet-15327	26	8	samples	sample	NOUN
cet-15327	26	9	and	and	CCONJ
cet-15327	26	10	preparation	preparation	NOUN
cet-15327	26	11	of	of	ADP
cet-15327	26	12	cocoa	cocoa	NOUN
cet-15327	26	13	beans	bean	NOUN
cet-15327	26	14	the	the	DET
cet-15327	26	15	cocoa	cocoa	NOUN
cet-15327	26	16	fruits	fruit	NOUN
cet-15327	26	17	were	be	AUX
cet-15327	26	18	collected	collect	VERB
cet-15327	26	19	in	in	ADP
cet-15327	26	20	the	the	DET
cet-15327	26	21	sub	sub	NOUN
cet-15327	26	22	-	-	NOUN
cet-15327	26	23	region	region	NOUN
cet-15327	26	24	of	of	ADP
cet-15327	26	25	montes	montes	PROPN
cet-15327	26	26	de	de	X
cet-15327	26	27	maría	maría	PROPN
cet-15327	26	28	,	,	PUNCT
cet-15327	26	29	specifically	specifically	ADV
cet-15327	26	30	in	in	ADP
cet-15327	26	31	san	san	PROPN
cet-15327	26	32	jacinto	jacinto	PROPN
cet-15327	26	33	,	,	PUNCT
cet-15327	26	34	bolivar	bolivar	PROPN
cet-15327	26	35	.	.	PUNCT
cet-15327	27	1	these	these	DET
cet-15327	27	2	plants	plant	NOUN
cet-15327	27	3	include	include	VERB
cet-15327	27	4	five	five	NUM
cet-15327	27	5	clones	clone	NOUN
cet-15327	27	6	of	of	ADP
cet-15327	27	7	the	the	DET
cet-15327	27	8	trinitarian	trinitarian	ADJ
cet-15327	27	9	variety	variety	NOUN
cet-15327	27	10	:	:	PUNCT
cet-15327	27	11	ics	ics	NOUN
cet-15327	27	12	95	95	NUM
cet-15327	27	13	,	,	PUNCT
cet-15327	27	14	ics	ics	NOUN
cet-15327	27	15	60	60	NUM
cet-15327	27	16	,	,	PUNCT
cet-15327	27	17	tsh	tsh	NOUN
cet-15327	27	18	565	565	NUM
cet-15327	27	19	,	,	PUNCT
cet-15327	27	20	ccn	ccn	PROPN
cet-15327	27	21	51	51	NUM
cet-15327	27	22	,	,	PUNCT
cet-15327	27	23	and	and	CCONJ
cet-15327	27	24	imc	imc	PROPN
cet-15327	27	25	67	67	NUM
cet-15327	27	26	.	.	PUNCT
cet-15327	28	1	the	the	DET
cet-15327	28	2	fruits	fruit	NOUN
cet-15327	28	3	,	,	PUNCT
cet-15327	28	4	provided	provide	VERB
cet-15327	28	5	by	by	ADP
cet-15327	28	6	local	local	ADJ
cet-15327	28	7	growers	grower	NOUN
cet-15327	28	8	in	in	ADP
cet-15327	28	9	san	san	PROPN
cet-15327	28	10	jacinto	jacinto	PROPN
cet-15327	28	11	,	,	PUNCT
cet-15327	28	12	bolivar	bolivar	PROPN
cet-15327	28	13	,	,	PUNCT
cet-15327	28	14	colombia	colombia	PROPN
cet-15327	28	15	,	,	PUNCT
cet-15327	28	16	were	be	AUX
cet-15327	28	17	subjected	subject	VERB
cet-15327	28	18	to	to	ADP
cet-15327	28	19	manual	manual	ADJ
cet-15327	28	20	pulping	pulping	NOUN
cet-15327	28	21	after	after	ADP
cet-15327	28	22	being	be	AUX
cet-15327	28	23	cut	cut	VERB
cet-15327	28	24	in	in	ADP
cet-15327	28	25	cross	cross	NOUN
cet-15327	28	26	section	section	NOUN
cet-15327	28	27	.	.	PUNCT
cet-15327	29	1	the	the	DET
cet-15327	29	2	beans	bean	NOUN
cet-15327	29	3	were	be	AUX
cet-15327	29	4	manually	manually	ADV
cet-15327	29	5	extracted	extract	VERB
cet-15327	29	6	,	,	PUNCT
cet-15327	29	7	separating	separate	VERB
cet-15327	29	8	those	those	PRON
cet-15327	29	9	with	with	ADP
cet-15327	29	10	visible	visible	ADJ
cet-15327	29	11	anomalies	anomaly	NOUN
cet-15327	29	12	.	.	PUNCT
cet-15327	30	1	the	the	DET
cet-15327	30	2	pulp	pulp	NOUN
cet-15327	30	3	was	be	AUX
cet-15327	30	4	immediately	immediately	ADV
cet-15327	30	5	refrigerated	refrigerate	VERB
cet-15327	30	6	at	at	ADP
cet-15327	30	7	4	4	NUM
cet-15327	30	8	°	°	NOUN
cet-15327	30	9	c	c	NOUN
cet-15327	30	10	while	while	SCONJ
cet-15327	30	11	the	the	DET
cet-15327	30	12	beans	bean	NOUN
cet-15327	30	13	were	be	AUX
cet-15327	30	14	inspected	inspect	VERB
cet-15327	30	15	and	and	CCONJ
cet-15327	30	16	classified	classify	VERB
cet-15327	30	17	to	to	PART
cet-15327	30	18	ensure	ensure	VERB
cet-15327	30	19	that	that	SCONJ
cet-15327	30	20	defective	defective	ADJ
cet-15327	30	21	beans	bean	NOUN
cet-15327	30	22	were	be	AUX
cet-15327	30	23	excluded	exclude	VERB
cet-15327	30	24	.	.	PUNCT
cet-15327	31	1	the	the	DET
cet-15327	31	2	selected	select	VERB
cet-15327	31	3	beans	bean	NOUN
cet-15327	31	4	were	be	AUX
cet-15327	31	5	stored	store	VERB
cet-15327	31	6	under	under	ADP
cet-15327	31	7	refrigeration	refrigeration	NOUN
cet-15327	31	8	to	to	PART
cet-15327	31	9	maintain	maintain	VERB
cet-15327	31	10	their	their	PRON
cet-15327	31	11	quality	quality	NOUN
cet-15327	31	12	.	.	PUNCT
cet-15327	32	1	2.2	2.2	NUM
cet-15327	32	2	fruit	fruit	NOUN
cet-15327	32	3	characterization	characterization	NOUN
cet-15327	32	4	following	follow	VERB
cet-15327	32	5	the	the	DET
cet-15327	32	6	separation	separation	NOUN
cet-15327	32	7	and	and	CCONJ
cet-15327	32	8	inspection	inspection	NOUN
cet-15327	32	9	of	of	ADP
cet-15327	32	10	the	the	DET
cet-15327	32	11	cocoa	cocoa	NOUN
cet-15327	32	12	beans	bean	NOUN
cet-15327	32	13	,	,	PUNCT
cet-15327	32	14	a	a	DET
cet-15327	32	15	proximate	proximate	NOUN
cet-15327	32	16	analysis	analysis	NOUN
cet-15327	32	17	of	of	ADP
cet-15327	32	18	the	the	DET
cet-15327	32	19	shells	shell	NOUN
cet-15327	32	20	and	and	CCONJ
cet-15327	32	21	beans	bean	NOUN
cet-15327	32	22	was	be	AUX
cet-15327	32	23	performed	perform	VERB
cet-15327	32	24	.	.	PUNCT
cet-15327	33	1	the	the	DET
cet-15327	33	2	characterization	characterization	NOUN
cet-15327	33	3	followed	follow	VERB
cet-15327	33	4	the	the	DET
cet-15327	33	5	official	official	ADJ
cet-15327	33	6	methods	method	NOUN
cet-15327	33	7	of	of	ADP
cet-15327	33	8	the	the	DET
cet-15327	33	9	association	association	NOUN
cet-15327	33	10	of	of	ADP
cet-15327	33	11	official	official	ADJ
cet-15327	33	12	analytical	analytical	ADJ
cet-15327	33	13	chemists	chemist	NOUN
cet-15327	33	14	(	(	PUNCT
cet-15327	33	15	aoac	aoac	ADJ
cet-15327	33	16	)	)	PUNCT
cet-15327	33	17	and	and	CCONJ
cet-15327	33	18	their	their	PRON
cet-15327	33	19	recommended	recommend	VERB
cet-15327	33	20	procedures	procedure	NOUN
cet-15327	33	21	(	(	PUNCT
cet-15327	33	22	aoac	aoac	ADJ
cet-15327	33	23	,	,	PUNCT
cet-15327	33	24	1998	1998	NUM
cet-15327	33	25	)	)	PUNCT
cet-15327	33	26	.	.	PUNCT
cet-15327	34	1	these	these	DET
cet-15327	34	2	physicochemical	physicochemical	ADJ
cet-15327	34	3	methods	method	NOUN
cet-15327	34	4	evaluated	evaluate	VERB
cet-15327	34	5	the	the	DET
cet-15327	34	6	composition	composition	NOUN
cet-15327	34	7	of	of	ADP
cet-15327	34	8	both	both	DET
cet-15327	34	9	materials	material	NOUN
cet-15327	34	10	and	and	CCONJ
cet-15327	34	11	determined	determine	VERB
cet-15327	34	12	properties	property	NOUN
cet-15327	34	13	such	such	ADJ
cet-15327	34	14	as	as	ADP
cet-15327	34	15	moisture	moisture	NOUN
cet-15327	34	16	,	,	PUNCT
cet-15327	34	17	protein	protein	NOUN
cet-15327	34	18	,	,	PUNCT
cet-15327	34	19	fat	fat	ADJ
cet-15327	34	20	,	,	PUNCT
cet-15327	34	21	and	and	CCONJ
cet-15327	34	22	fiber	fiber	NOUN
cet-15327	34	23	content	content	NOUN
cet-15327	34	24	.	.	PUNCT
cet-15327	35	1	the	the	DET
cet-15327	35	2	selected	select	VERB
cet-15327	35	3	methods	method	NOUN
cet-15327	35	4	ensured	ensure	VERB
cet-15327	35	5	an	an	DET
cet-15327	35	6	accurate	accurate	ADJ
cet-15327	35	7	evaluation	evaluation	NOUN
cet-15327	35	8	of	of	ADP
cet-15327	35	9	the	the	DET
cet-15327	35	10	physical	physical	ADJ
cet-15327	35	11	and	and	CCONJ
cet-15327	35	12	chemical	chemical	NOUN
cet-15327	35	13	characteristics	characteristic	NOUN
cet-15327	35	14	essential	essential	ADJ
cet-15327	35	15	for	for	ADP
cet-15327	35	16	subsequent	subsequent	ADJ
cet-15327	35	17	processing	processing	NOUN
cet-15327	35	18	steps	step	NOUN
cet-15327	35	19	.	.	PUNCT
cet-15327	36	1	the	the	DET
cet-15327	36	2	bulk	bulk	ADJ
cet-15327	36	3	density	density	NOUN
cet-15327	36	4	of	of	ADP
cet-15327	36	5	cacao	cacao	NOUN
cet-15327	36	6	nibs	nib	NOUN
cet-15327	36	7	with	with	ADP
cet-15327	36	8	and	and	CCONJ
cet-15327	36	9	without	without	ADP
cet-15327	36	10	fermentation	fermentation	NOUN
cet-15327	36	11	was	be	AUX
cet-15327	36	12	used	use	VERB
cet-15327	36	13	to	to	PART
cet-15327	36	14	size	size	VERB
cet-15327	36	15	the	the	DET
cet-15327	36	16	rotary	rotary	ADJ
cet-15327	36	17	digester	digester	NOUN
cet-15327	36	18	.	.	PUNCT
cet-15327	37	1	moreover	moreover	ADV
cet-15327	37	2	,	,	PUNCT
cet-15327	37	3	the	the	DET
cet-15327	37	4	method	method	NOUN
cet-15327	37	5	of	of	ADP
cet-15327	37	6	volume	volume	NOUN
cet-15327	37	7	displacement	displacement	NOUN
cet-15327	37	8	of	of	ADP
cet-15327	37	9	solids	solid	NOUN
cet-15327	37	10	with	with	ADP
cet-15327	37	11	rice	rice	NOUN
cet-15327	37	12	beans	bean	NOUN
cet-15327	37	13	was	be	AUX
cet-15327	37	14	used	use	VERB
cet-15327	37	15	according	accord	VERB
cet-15327	37	16	to	to	ADP
cet-15327	37	17	(	(	PUNCT
cet-15327	37	18	sahin	sahin	PROPN
cet-15327	37	19	&	&	CCONJ
cet-15327	37	20	sumnu	sumnu	PROPN
cet-15327	37	21	,	,	PUNCT
cet-15327	37	22	2007	2007	NUM
cet-15327	37	23	)	)	PUNCT
cet-15327	37	24	.	.	PUNCT
cet-15327	38	1	2.3	2.3	NUM
cet-15327	38	2	fermentation	fermentation	NOUN
cet-15327	38	3	of	of	ADP
cet-15327	38	4	cocoa	cocoa	NOUN
cet-15327	38	5	beans	bean	NOUN
cet-15327	38	6	pilot	pilot	NOUN
cet-15327	38	7	-	-	PUNCT
cet-15327	38	8	scale	scale	NOUN
cet-15327	38	9	fermentation	fermentation	NOUN
cet-15327	38	10	tests	test	NOUN
cet-15327	38	11	for	for	ADP
cet-15327	38	12	cocoa	cocoa	NOUN
cet-15327	38	13	beans	bean	NOUN
cet-15327	38	14	were	be	AUX
cet-15327	38	15	conducted	conduct	VERB
cet-15327	38	16	using	use	VERB
cet-15327	38	17	two	two	NUM
cet-15327	38	18	types	type	NOUN
cet-15327	38	19	of	of	ADP
cet-15327	38	20	fermenters	fermenter	NOUN
cet-15327	38	21	:	:	PUNCT
cet-15327	38	22	a	a	DET
cet-15327	38	23	traditional	traditional	ADJ
cet-15327	38	24	wooden	wooden	ADJ
cet-15327	38	25	box	box	NOUN
cet-15327	38	26	fermenter	fermenter	NOUN
cet-15327	38	27	and	and	CCONJ
cet-15327	38	28	a	a	DET
cet-15327	38	29	rotary	rotary	ADJ
cet-15327	38	30	fermenter	fermenter	NOUN
cet-15327	38	31	.	.	PUNCT
cet-15327	39	1	the	the	DET
cet-15327	39	2	rotary	rotary	ADJ
cet-15327	39	3	fermenter	fermenter	NOUN
cet-15327	39	4	was	be	AUX
cet-15327	39	5	designed	design	VERB
cet-15327	39	6	considering	consider	VERB
cet-15327	39	7	the	the	DET
cet-15327	39	8	cocoa	cocoa	NOUN
cet-15327	39	9	beans	bean	NOUN
cet-15327	39	10	'	'	PART
cet-15327	39	11	bulk	bulk	ADJ
cet-15327	39	12	density	density	NOUN
cet-15327	39	13	prior	prior	ADV
cet-15327	39	14	to	to	ADP
cet-15327	39	15	fermentation	fermentation	NOUN
cet-15327	39	16	and	and	CCONJ
cet-15327	39	17	all	all	DET
cet-15327	39	18	the	the	DET
cet-15327	39	19	problems	problem	NOUN
cet-15327	39	20	mentioned	mention	VERB
cet-15327	39	21	by	by	ADP
cet-15327	39	22	cocoa	cocoa	NOUN
cet-15327	39	23	producers	producer	NOUN
cet-15327	39	24	.	.	PUNCT
cet-15327	40	1	2.4	2.4	NUM
cet-15327	40	2	drying	drying	NOUN
cet-15327	40	3	of	of	ADP
cet-15327	40	4	fermented	ferment	VERB
cet-15327	40	5	beans	bean	NOUN
cet-15327	40	6	the	the	DET
cet-15327	40	7	cocoa	cocoa	NOUN
cet-15327	40	8	beans	bean	NOUN
cet-15327	40	9	were	be	AUX
cet-15327	40	10	subjected	subject	VERB
cet-15327	40	11	to	to	ADP
cet-15327	40	12	three	three	NUM
cet-15327	40	13	drying	dry	VERB
cet-15327	40	14	processes	process	NOUN
cet-15327	40	15	to	to	PART
cet-15327	40	16	obtain	obtain	VERB
cet-15327	40	17	a	a	DET
cet-15327	40	18	bean	bean	NOUN
cet-15327	40	19	with	with	ADP
cet-15327	40	20	a	a	DET
cet-15327	40	21	moisture	moisture	NOUN
cet-15327	40	22	content	content	NOUN
cet-15327	40	23	of	of	ADP
cet-15327	40	24	7	7	NUM
cet-15327	40	25	%	%	NOUN
cet-15327	40	26	,	,	PUNCT
cet-15327	40	27	according	accord	VERB
cet-15327	40	28	to	to	ADP
cet-15327	40	29	the	the	DET
cet-15327	40	30	icontec	icontec	ADJ
cet-15327	40	31	(	(	PUNCT
cet-15327	40	32	colombian	colombian	ADJ
cet-15327	40	33	institute	institute	PROPN
cet-15327	40	34	of	of	ADP
cet-15327	40	35	technical	technical	ADJ
cet-15327	40	36	standards	standard	NOUN
cet-15327	40	37	and	and	CCONJ
cet-15327	40	38	certification	certification	NOUN
cet-15327	40	39	)	)	PUNCT
cet-15327	40	40	standards	standard	NOUN
cet-15327	40	41	.	.	PUNCT
cet-15327	41	1	the	the	DET
cet-15327	41	2	first	first	ADJ
cet-15327	41	3	method	method	NOUN
cet-15327	41	4	was	be	AUX
cet-15327	41	5	a	a	DET
cet-15327	41	6	traditional	traditional	ADJ
cet-15327	41	7	method	method	NOUN
cet-15327	41	8	,	,	PUNCT
cet-15327	41	9	considering	consider	VERB
cet-15327	41	10	the	the	DET
cet-15327	41	11	practices	practice	NOUN
cet-15327	41	12	indicated	indicate	VERB
cet-15327	41	13	by	by	ADP
cet-15327	41	14	the	the	DET
cet-15327	41	15	farmers	farmer	NOUN
cet-15327	41	16	of	of	ADP
cet-15327	41	17	the	the	DET
cet-15327	41	18	cocoa	cocoa	NOUN
cet-15327	41	19	producers	producers	PROPN
cet-15327	41	20	association	association	PROPN
cet-15327	41	21	(	(	PUNCT
cet-15327	41	22	asoprocoas	asoprocoas	PROPN
cet-15327	41	23	):	):	PUNCT
cet-15327	41	24	the	the	DET
cet-15327	41	25	cocoa	cocoa	NOUN
cet-15327	41	26	beans	bean	NOUN
cet-15327	41	27	were	be	AUX
cet-15327	41	28	placed	place	VERB
cet-15327	41	29	on	on	ADP
cet-15327	41	30	a	a	DET
cet-15327	41	31	wooden	wooden	ADJ
cet-15327	41	32	surface	surface	NOUN
cet-15327	41	33	,	,	PUNCT
cet-15327	41	34	and	and	CCONJ
cet-15327	41	35	every	every	DET
cet-15327	41	36	30	30	NUM
cet-15327	41	37	minutes	minute	NOUN
cet-15327	41	38	,	,	PUNCT
cet-15327	41	39	the	the	DET
cet-15327	41	40	beans	bean	NOUN
cet-15327	41	41	were	be	AUX
cet-15327	41	42	turned	turn	VERB
cet-15327	41	43	to	to	PART
cet-15327	41	44	ensure	ensure	VERB
cet-15327	41	45	that	that	SCONJ
cet-15327	41	46	they	they	PRON
cet-15327	41	47	dried	dry	VERB
cet-15327	41	48	properly	properly	ADV
cet-15327	41	49	(	(	PUNCT
cet-15327	41	50	without	without	ADP
cet-15327	41	51	damage	damage	NOUN
cet-15327	41	52	)	)	PUNCT
cet-15327	41	53	.	.	PUNCT
cet-15327	42	1	a	a	DET
cet-15327	42	2	prototype	prototype	NOUN
cet-15327	42	3	of	of	ADP
cet-15327	42	4	a	a	DET
cet-15327	42	5	greenhouse	greenhouse	NOUN
cet-15327	42	6	solar	solar	ADJ
cet-15327	42	7	dryer	dryer	NOUN
cet-15327	42	8	was	be	AUX
cet-15327	42	9	used	use	VERB
cet-15327	42	10	,	,	PUNCT
cet-15327	42	11	coupled	couple	VERB
cet-15327	42	12	with	with	ADP
cet-15327	42	13	a	a	DET
cet-15327	42	14	forced	force	VERB
cet-15327	42	15	device	device	NOUN
cet-15327	42	16	with	with	ADP
cet-15327	42	17	electrical	electrical	ADJ
cet-15327	42	18	resistance	resistance	NOUN
cet-15327	42	19	(	(	PUNCT
cet-15327	42	20	air	air	NOUN
cet-15327	42	21	temperature	temperature	NOUN
cet-15327	42	22	adjustment	adjustment	NOUN
cet-15327	42	23	)	)	PUNCT
cet-15327	42	24	(	(	PUNCT
cet-15327	42	25	puello	puello	NOUN
cet-15327	42	26	-	-	PUNCT
cet-15327	42	27	méndez	méndez	NOUN
cet-15327	42	28	et	et	PROPN
cet-15327	42	29	al	al	PROPN
cet-15327	42	30	.	.	PROPN
cet-15327	42	31	,	,	PUNCT
cet-15327	42	32	2017	2017	NUM
cet-15327	42	33	)	)	PUNCT
cet-15327	42	34	.	.	PUNCT
cet-15327	43	1	for	for	ADP
cet-15327	43	2	this	this	DET
cet-15327	43	3	device	device	NOUN
cet-15327	43	4	,	,	PUNCT
cet-15327	43	5	four	four	NUM
cet-15327	43	6	tests	test	NOUN
cet-15327	43	7	were	be	AUX
cet-15327	43	8	performed	perform	VERB
cet-15327	43	9	,	,	PUNCT
cet-15327	43	10	considering	consider	VERB
cet-15327	43	11	cartagena	cartagena	PROPN
cet-15327	43	12	's	's	PART
cet-15327	43	13	climatic	climatic	ADJ
cet-15327	43	14	conditions	condition	NOUN
cet-15327	43	15	.	.	PUNCT
cet-15327	44	1	in	in	ADP
cet-15327	44	2	addition	addition	NOUN
cet-15327	44	3	,	,	PUNCT
cet-15327	44	4	the	the	DET
cet-15327	44	5	fans	fan	NOUN
cet-15327	44	6	and	and	CCONJ
cet-15327	44	7	resistors	resistor	NOUN
cet-15327	44	8	were	be	AUX
cet-15327	44	9	configured	configure	VERB
cet-15327	44	10	at	at	ADP
cet-15327	44	11	maximum	maximum	ADJ
cet-15327	44	12	capacity	capacity	NOUN
cet-15327	44	13	.	.	PUNCT
cet-15327	45	1	2.5	2.5	NUM
cet-15327	45	2	measurements	measurement	NOUN
cet-15327	45	3	performed	perform	VERB
cet-15327	45	4	during	during	ADP
cet-15327	45	5	post	post	NOUN
cet-15327	45	6	harvesting	harvest	VERB
cet-15327	45	7	the	the	DET
cet-15327	45	8	temperature	temperature	NOUN
cet-15327	45	9	was	be	AUX
cet-15327	45	10	measured	measure	VERB
cet-15327	45	11	using	use	VERB
cet-15327	45	12	a	a	DET
cet-15327	45	13	brixco	brixco	NOUN
cet-15327	45	14	bimetal	bimetal	NOUN
cet-15327	45	15	punch	punch	NOUN
cet-15327	45	16	thermometer	thermometer	NOUN
cet-15327	45	17	ranging	range	VERB
cet-15327	45	18	from	from	ADP
cet-15327	45	19	-10	-10	PUNCT
cet-15327	45	20	to	to	ADP
cet-15327	45	21	110	110	NUM
cet-15327	45	22	°	°	NOUN
cet-15327	45	23	c	c	NOUN
cet-15327	45	24	and	and	CCONJ
cet-15327	45	25	a	a	DET
cet-15327	45	26	redline	redline	ADJ
cet-15327	45	27	model	model	NOUN
cet-15327	45	28	no	no	INTJ
cet-15327	45	29	.	.	PUNCT
cet-15327	45	30	pm6530a	pm6530a	PROPN
cet-15327	45	31	infrared	infrared	ADJ
cet-15327	45	32	thermometer	thermometer	NOUN
cet-15327	45	33	with	with	ADP
cet-15327	45	34	a	a	DET
cet-15327	45	35	range	range	NOUN
cet-15327	45	36	of	of	ADP
cet-15327	45	37	-50	-50	PUNCT
cet-15327	45	38	to	to	ADP
cet-15327	45	39	300	300	NUM
cet-15327	45	40	°	°	NOUN
cet-15327	45	41	c	c	NOUN
cet-15327	45	42	.	.	PUNCT
cet-15327	46	1	brix	brix	NOUN
cet-15327	46	2	degrees	degree	NOUN
cet-15327	46	3	were	be	AUX
cet-15327	46	4	measured	measure	VERB
cet-15327	46	5	using	use	VERB
cet-15327	46	6	a	a	DET
cet-15327	46	7	refractometer	refractometer	NOUN
cet-15327	46	8	to	to	PART
cet-15327	46	9	determine	determine	VERB
cet-15327	46	10	the	the	DET
cet-15327	46	11	number	number	NOUN
cet-15327	46	12	of	of	ADP
cet-15327	46	13	soluble	soluble	ADJ
cet-15327	46	14	solids	solid	NOUN
cet-15327	46	15	present	present	ADJ
cet-15327	46	16	in	in	ADP
cet-15327	46	17	the	the	DET
cet-15327	46	18	cocoa	cocoa	NOUN
cet-15327	46	19	bean	bean	NOUN
cet-15327	46	20	mucilage	mucilage	NOUN
cet-15327	46	21	.	.	PUNCT
cet-15327	47	1	a	a	DET
cet-15327	47	2	cut	cut	NOUN
cet-15327	47	3	test	test	NOUN
cet-15327	47	4	is	be	AUX
cet-15327	47	5	one	one	NUM
cet-15327	47	6	of	of	ADP
cet-15327	47	7	the	the	DET
cet-15327	47	8	indicators	indicator	NOUN
cet-15327	47	9	that	that	PRON
cet-15327	47	10	shows	show	VERB
cet-15327	47	11	the	the	DET
cet-15327	47	12	efficiency	efficiency	NOUN
cet-15327	47	13	of	of	ADP
cet-15327	47	14	the	the	DET
cet-15327	47	15	operations	operation	NOUN
cet-15327	47	16	within	within	ADP
cet-15327	47	17	the	the	DET
cet-15327	47	18	cocoa	cocoa	NOUN
cet-15327	47	19	processing	processing	NOUN
cet-15327	47	20	,	,	PUNCT
cet-15327	47	21	considering	consider	VERB
cet-15327	47	22	the	the	DET
cet-15327	47	23	ntc-1252	ntc-1252	NOUN
cet-15327	47	24	standard	standard	NOUN
cet-15327	47	25	by	by	ADP
cet-15327	47	26	icontec	icontec	NOUN
cet-15327	47	27	.	.	PUNCT
cet-15327	48	1	a	a	DET
cet-15327	48	2	hanna	hanna	ADJ
cet-15327	48	3	ph	ph	NOUN
cet-15327	48	4	meter	meter	NOUN
cet-15327	48	5	(	(	PUNCT
cet-15327	48	6	model	model	NOUN
cet-15327	48	7	hi	hi	INTJ
cet-15327	48	8	9813	9813	NUM
cet-15327	48	9	-	-	SYM
cet-15327	48	10	6	6	NUM
cet-15327	48	11	)	)	PUNCT
cet-15327	48	12	was	be	AUX
cet-15327	48	13	used	use	VERB
cet-15327	48	14	to	to	PART
cet-15327	48	15	measure	measure	VERB
cet-15327	48	16	the	the	DET
cet-15327	48	17	ph	ph	NOUN
cet-15327	48	18	and	and	CCONJ
cet-15327	48	19	acidity	acidity	NOUN
cet-15327	48	20	of	of	ADP
cet-15327	48	21	the	the	DET
cet-15327	48	22	beans	bean	NOUN
cet-15327	48	23	.	.	PUNCT
cet-15327	49	1	a	a	DET
cet-15327	49	2	sample	sample	NOUN
cet-15327	49	3	of	of	ADP
cet-15327	49	4	cocoa	cocoa	NOUN
cet-15327	49	5	beans	bean	NOUN
cet-15327	49	6	was	be	AUX
cet-15327	49	7	analyzed	analyze	VERB
cet-15327	49	8	directly	directly	ADV
cet-15327	49	9	by	by	ADP
cet-15327	49	10	mixing	mix	VERB
cet-15327	49	11	hot	hot	ADJ
cet-15327	49	12	distilled	distil	VERB
cet-15327	49	13	water	water	NOUN
cet-15327	49	14	with	with	ADP
cet-15327	49	15	3	3	NUM
cet-15327	49	16	and/or	and/or	CCONJ
cet-15327	49	17	4	4	NUM
cet-15327	49	18	cocoa	cocoa	NOUN
cet-15327	49	19	beans	bean	NOUN
cet-15327	49	20	.	.	PUNCT
cet-15327	50	1	a	a	DET
cet-15327	50	2	potentiometric	potentiometric	ADJ
cet-15327	50	3	titration	titration	NOUN
cet-15327	50	4	test	test	NOUN
cet-15327	50	5	was	be	AUX
cet-15327	50	6	performed	perform	VERB
cet-15327	50	7	to	to	PART
cet-15327	50	8	determine	determine	VERB
cet-15327	50	9	the	the	DET
cet-15327	50	10	cocoa´s	cocoa´s	PROPN
cet-15327	50	11	acidity	acidity	NOUN
cet-15327	50	12	.	.	PUNCT
cet-15327	51	1	for	for	ADP
cet-15327	51	2	this	this	DET
cet-15327	51	3	assay	assay	NOUN
cet-15327	51	4	,	,	PUNCT
cet-15327	51	5	the	the	DET
cet-15327	51	6	analyte	analyte	NOUN
cet-15327	51	7	was	be	AUX
cet-15327	51	8	a	a	DET
cet-15327	51	9	mixture	mixture	NOUN
cet-15327	51	10	of	of	ADP
cet-15327	51	11	hot	hot	ADJ
cet-15327	51	12	distilled	distil	VERB
cet-15327	51	13	water	water	NOUN
cet-15327	51	14	with	with	ADP
cet-15327	51	15	3	3	NUM
cet-15327	51	16	and/or	and/or	CCONJ
cet-15327	51	17	4	4	NUM
cet-15327	51	18	cocoa	cocoa	NOUN
cet-15327	51	19	beans	bean	NOUN
cet-15327	51	20	,	,	PUNCT
cet-15327	51	21	while	while	SCONJ
cet-15327	51	22	a	a	DET
cet-15327	51	23	base	base	NOUN
cet-15327	51	24	solution	solution	NOUN
cet-15327	51	25	of	of	ADP
cet-15327	51	26	0.1	0.1	NUM
cet-15327	51	27	m	m	NOUN
cet-15327	51	28	sodium	sodium	NOUN
cet-15327	51	29	hydroxide	hydroxide	NOUN
cet-15327	51	30	was	be	AUX
cet-15327	51	31	added	add	VERB
cet-15327	51	32	as	as	ADP
cet-15327	51	33	the	the	DET
cet-15327	51	34	titrator	titrator	NOUN
cet-15327	51	35	,	,	PUNCT
cet-15327	51	36	up	up	ADP
cet-15327	51	37	to	to	ADP
cet-15327	51	38	a	a	DET
cet-15327	51	39	neutral	neutral	ADJ
cet-15327	51	40	ph	ph	NOUN
cet-15327	51	41	was	be	AUX
cet-15327	51	42	reached	reach	VERB
cet-15327	51	43	.	.	PUNCT
cet-15327	52	1	the	the	DET
cet-15327	52	2	moisture	moisture	NOUN
cet-15327	52	3	of	of	ADP
cet-15327	52	4	the	the	DET
cet-15327	52	5	cocoa	cocoa	NOUN
cet-15327	52	6	beans	bean	NOUN
cet-15327	52	7	was	be	AUX
cet-15327	52	8	measured	measure	VERB
cet-15327	52	9	with	with	ADP
cet-15327	52	10	a	a	DET
cet-15327	52	11	fristaden	fristaden	ADJ
cet-15327	52	12	lab	lab	NOUN
cet-15327	52	13	moisture	moisture	NOUN
cet-15327	52	14	balance	balance	NOUN
cet-15327	52	15	,	,	PUNCT
cet-15327	52	16	model	model	NOUN
cet-15327	52	17	hcsfy-105	hcsfy-105	NOUN
cet-15327	52	18	,	,	PUNCT
cet-15327	52	19	in	in	ADP
cet-15327	52	20	automatic	automatic	ADJ
cet-15327	52	21	mode	mode	NOUN
cet-15327	52	22	until	until	SCONJ
cet-15327	52	23	the	the	DET
cet-15327	52	24	sample	sample	NOUN
cet-15327	52	25	reached	reach	VERB
cet-15327	52	26	constant	constant	ADJ
cet-15327	52	27	mass	mass	NOUN
cet-15327	52	28	.	.	PUNCT
cet-15327	53	1	3	3	X
cet-15327	53	2	.	.	NOUN
cet-15327	53	3	results	result	VERB
cet-15327	53	4	3.1	3.1	NUM
cet-15327	53	5	cocoa	cocoa	NOUN
cet-15327	53	6	fruit	fruit	NOUN
cet-15327	53	7	characterization	characterization	NOUN
cet-15327	53	8	in	in	ADP
cet-15327	53	9	the	the	DET
cet-15327	53	10	case	case	NOUN
cet-15327	53	11	of	of	ADP
cet-15327	53	12	cocoa	cocoa	NOUN
cet-15327	53	13	fruit	fruit	NOUN
cet-15327	53	14	,	,	PUNCT
cet-15327	53	15	77.94	77.94	NUM
cet-15327	53	16	%	%	NOUN
cet-15327	53	17	is	be	AUX
cet-15327	53	18	the	the	DET
cet-15327	53	19	shell	shell	NOUN
cet-15327	53	20	,	,	PUNCT
cet-15327	53	21	and	and	CCONJ
cet-15327	53	22	only	only	ADV
cet-15327	53	23	22.06	22.06	NUM
cet-15327	53	24	%	%	NOUN
cet-15327	53	25	is	be	AUX
cet-15327	53	26	the	the	DET
cet-15327	53	27	bean	bean	NOUN
cet-15327	53	28	covered	cover	VERB
cet-15327	53	29	with	with	ADP
cet-15327	53	30	pulp	pulp	NOUN
cet-15327	53	31	.	.	PUNCT
cet-15327	54	1	subsequently	subsequently	ADV
cet-15327	54	2	,	,	PUNCT
cet-15327	54	3	some	some	DET
cet-15327	54	4	seeds	seed	NOUN
cet-15327	54	5	are	be	AUX
cet-15327	54	6	in	in	ADP
cet-15327	54	7	poor	poor	ADJ
cet-15327	54	8	condition	condition	NOUN
cet-15327	54	9	during	during	ADP
cet-15327	54	10	the	the	DET
cet-15327	54	11	sorting	sort	VERB
cet-15327	54	12	stage	stage	NOUN
cet-15327	54	13	,	,	PUNCT
cet-15327	54	14	usually	usually	ADV
cet-15327	54	15	due	due	ADP
cet-15327	54	16	to	to	ADP
cet-15327	54	17	the	the	DET
cet-15327	54	18	presence	presence	NOUN
cet-15327	54	19	of	of	ADP
cet-15327	54	20	foreign	foreign	ADJ
cet-15327	54	21	material	material	NOUN
cet-15327	54	22	or	or	CCONJ
cet-15327	54	23	animal	animal	NOUN
cet-15327	54	24	bites	bite	NOUN
cet-15327	54	25	,	,	PUNCT
cet-15327	54	26	among	among	ADP
cet-15327	54	27	others	other	NOUN
cet-15327	54	28	.	.	PUNCT
cet-15327	55	1	this	this	DET
cet-15327	55	2	percentage	percentage	NOUN
cet-15327	55	3	represents	represent	VERB
cet-15327	55	4	30.94	30.94	NUM
cet-15327	55	5	%	%	NOUN
cet-15327	55	6	of	of	ADP
cet-15327	55	7	the	the	DET
cet-15327	55	8	cocoa	cocoa	NOUN
cet-15327	55	9	beans	bean	NOUN
cet-15327	55	10	with	with	ADP
cet-15327	55	11	pulp	pulp	NOUN
cet-15327	55	12	,	,	PUNCT
cet-15327	55	13	representing	represent	VERB
cet-15327	55	14	6.83	6.83	NUM
cet-15327	55	15	%	%	NOUN
cet-15327	55	16	of	of	ADP
cet-15327	55	17	the	the	DET
cet-15327	55	18	original	original	ADJ
cet-15327	55	19	fruit	fruit	NOUN
cet-15327	55	20	.	.	PUNCT
cet-15327	56	1	therefore	therefore	ADV
cet-15327	56	2	,	,	PUNCT
cet-15327	56	3	the	the	DET
cet-15327	56	4	real	real	ADJ
cet-15327	56	5	percentage	percentage	NOUN
cet-15327	56	6	of	of	ADP
cet-15327	56	7	pulp	pulp	NOUN
cet-15327	56	8	with	with	ADP
cet-15327	56	9	seeds	seed	NOUN
cet-15327	56	10	that	that	PRON
cet-15327	56	11	can	can	AUX
cet-15327	56	12	be	be	AUX
cet-15327	56	13	used	use	VERB
cet-15327	56	14	for	for	ADP
cet-15327	56	15	fermentation	fermentation	NOUN
cet-15327	56	16	is	be	AUX
cet-15327	56	17	15.24	15.24	NUM
cet-15327	56	18	%	%	NOUN
cet-15327	56	19	.	.	PUNCT
cet-15327	57	1	in	in	ADP
cet-15327	57	2	this	this	DET
cet-15327	57	3	work	work	NOUN
cet-15327	57	4	,	,	PUNCT
cet-15327	57	5	the	the	DET
cet-15327	57	6	experimental	experimental	ADJ
cet-15327	57	7	results	result	NOUN
cet-15327	57	8	determined	determine	VERB
cet-15327	57	9	that	that	SCONJ
cet-15327	57	10	84.76	84.76	NUM
cet-15327	57	11	%	%	NOUN
cet-15327	57	12	is	be	AUX
cet-15327	57	13	shell	shell	ADJ
cet-15327	57	14	plus	plus	CCONJ
cet-15327	57	15	pulp	pulp	NOUN
cet-15327	57	16	with	with	ADP
cet-15327	57	17	damaged	damage	VERB
cet-15327	57	18	seeds	seed	NOUN
cet-15327	57	19	.	.	PUNCT
cet-15327	58	1	these	these	PRON
cet-15327	58	2	by	by	ADP
cet-15327	58	3	-	-	PUNCT
cet-15327	58	4	products	product	NOUN
cet-15327	58	5	are	be	AUX
cet-15327	58	6	a	a	DET
cet-15327	58	7	problem	problem	NOUN
cet-15327	58	8	for	for	ADP
cet-15327	58	9	producers	producer	NOUN
cet-15327	58	10	because	because	SCONJ
cet-15327	58	11	they	they	PRON
cet-15327	58	12	are	be	AUX
cet-15327	58	13	not	not	PART
cet-15327	58	14	used	use	VERB
cet-15327	58	15	in	in	ADP
cet-15327	58	16	the	the	DET
cet-15327	58	17	chocolate	chocolate	NOUN
cet-15327	58	18	production	production	NOUN
cet-15327	58	19	.	.	PUNCT
cet-15327	59	1	458	458	NUM
cet-15327	59	2	however	however	ADV
cet-15327	59	3	,	,	PUNCT
cet-15327	59	4	they	they	PRON
cet-15327	59	5	have	have	VERB
cet-15327	59	6	a	a	DET
cet-15327	59	7	composition	composition	NOUN
cet-15327	59	8	that	that	PRON
cet-15327	59	9	could	could	AUX
cet-15327	59	10	be	be	AUX
cet-15327	59	11	used	use	VERB
cet-15327	59	12	in	in	ADP
cet-15327	59	13	other	other	ADJ
cet-15327	59	14	non	non	ADJ
cet-15327	59	15	-	-	ADJ
cet-15327	59	16	food	food	ADJ
cet-15327	59	17	applications	application	NOUN
cet-15327	59	18	,	,	PUNCT
cet-15327	59	19	so	so	SCONJ
cet-15327	59	20	there	there	PRON
cet-15327	59	21	would	would	AUX
cet-15327	59	22	be	be	AUX
cet-15327	59	23	opportunities	opportunity	NOUN
cet-15327	59	24	to	to	PART
cet-15327	59	25	address	address	VERB
cet-15327	59	26	the	the	DET
cet-15327	59	27	problem	problem	NOUN
cet-15327	59	28	from	from	ADP
cet-15327	59	29	this	this	DET
cet-15327	59	30	point	point	NOUN
cet-15327	59	31	of	of	ADP
cet-15327	59	32	view	view	NOUN
cet-15327	59	33	,	,	PUNCT
cet-15327	59	34	given	give	VERB
cet-15327	59	35	the	the	DET
cet-15327	59	36	current	current	ADJ
cet-15327	59	37	environmental	environmental	ADJ
cet-15327	59	38	impact	impact	NOUN
cet-15327	59	39	and	and	CCONJ
cet-15327	59	40	the	the	DET
cet-15327	59	41	disuse	disuse	NOUN
cet-15327	59	42	of	of	ADP
cet-15327	59	43	these	these	DET
cet-15327	59	44	materials	material	NOUN
cet-15327	59	45	in	in	ADP
cet-15327	59	46	the	the	DET
cet-15327	59	47	life	life	NOUN
cet-15327	59	48	of	of	ADP
cet-15327	59	49	cocoa	cocoa	NOUN
cet-15327	59	50	producers	producer	NOUN
cet-15327	59	51	(	(	PUNCT
cet-15327	59	52	herrera	herrera	NOUN
cet-15327	59	53	-	-	PUNCT
cet-15327	59	54	barros	barros	PROPN
cet-15327	59	55	et	et	PROPN
cet-15327	59	56	al	al	PROPN
cet-15327	59	57	.	.	PROPN
cet-15327	59	58	,	,	PUNCT
cet-15327	59	59	2022	2022	NUM
cet-15327	59	60	)	)	PUNCT
cet-15327	59	61	.	.	PUNCT
cet-15327	60	1	the	the	DET
cet-15327	60	2	physicochemical	physicochemical	ADJ
cet-15327	60	3	characterization	characterization	NOUN
cet-15327	60	4	of	of	ADP
cet-15327	60	5	cocoa	cocoa	NOUN
cet-15327	60	6	fruit	fruit	NOUN
cet-15327	60	7	(	(	PUNCT
cet-15327	60	8	pulp	pulp	NOUN
cet-15327	60	9	and	and	CCONJ
cet-15327	60	10	shell	shell	NOUN
cet-15327	60	11	)	)	PUNCT
cet-15327	60	12	is	be	AUX
cet-15327	60	13	shown	show	VERB
cet-15327	60	14	in	in	ADP
cet-15327	60	15	table	table	NOUN
cet-15327	60	16	1	1	NUM
cet-15327	60	17	.	.	PUNCT
cet-15327	60	18	pulp	pulp	NOUN
cet-15327	60	19	and	and	CCONJ
cet-15327	60	20	shell	shell	NOUN
cet-15327	60	21	have	have	VERB
cet-15327	60	22	important	important	ADJ
cet-15327	60	23	potential	potential	NOUN
cet-15327	60	24	for	for	ADP
cet-15327	60	25	use	use	NOUN
cet-15327	60	26	in	in	ADP
cet-15327	60	27	different	different	ADJ
cet-15327	60	28	applications	application	NOUN
cet-15327	60	29	.	.	PUNCT
cet-15327	61	1	in	in	ADP
cet-15327	61	2	the	the	DET
cet-15327	61	3	case	case	NOUN
cet-15327	61	4	of	of	ADP
cet-15327	61	5	a	a	DET
cet-15327	61	6	shell	shell	NOUN
cet-15327	61	7	,	,	PUNCT
cet-15327	61	8	it	it	PRON
cet-15327	61	9	can	can	AUX
cet-15327	61	10	be	be	AUX
cet-15327	61	11	used	use	VERB
cet-15327	61	12	to	to	PART
cet-15327	61	13	obtain	obtain	VERB
cet-15327	61	14	fibers	fiber	NOUN
cet-15327	61	15	,	,	PUNCT
cet-15327	61	16	thickeners	thickener	NOUN
cet-15327	61	17	,	,	PUNCT
cet-15327	61	18	and	and	CCONJ
cet-15327	61	19	bioactive	bioactive	PROPN
cet-15327	61	20	compounds	compound	NOUN
cet-15327	61	21	.	.	PUNCT
cet-15327	62	1	however	however	ADV
cet-15327	62	2	,	,	PUNCT
cet-15327	62	3	its	its	PRON
cet-15327	62	4	moisture	moisture	NOUN
cet-15327	62	5	content	content	NOUN
cet-15327	62	6	is	be	AUX
cet-15327	62	7	high	high	ADJ
cet-15327	62	8	,	,	PUNCT
cet-15327	62	9	so	so	ADV
cet-15327	62	10	drying	dry	VERB
cet-15327	62	11	could	could	AUX
cet-15327	62	12	also	also	ADV
cet-15327	62	13	be	be	AUX
cet-15327	62	14	an	an	DET
cet-15327	62	15	alternative	alternative	NOUN
cet-15327	62	16	to	to	PART
cet-15327	62	17	facilitate	facilitate	VERB
cet-15327	62	18	transportation	transportation	NOUN
cet-15327	62	19	and	and	CCONJ
cet-15327	62	20	initiate	initiate	VERB
cet-15327	62	21	the	the	DET
cet-15327	62	22	first	first	ADJ
cet-15327	62	23	transformation	transformation	NOUN
cet-15327	62	24	of	of	ADP
cet-15327	62	25	this	this	DET
cet-15327	62	26	material	material	NOUN
cet-15327	62	27	,	,	PUNCT
cet-15327	62	28	which	which	PRON
cet-15327	62	29	is	be	AUX
cet-15327	62	30	currently	currently	ADV
cet-15327	62	31	of	of	ADP
cet-15327	62	32	no	no	DET
cet-15327	62	33	value	value	NOUN
cet-15327	62	34	to	to	ADP
cet-15327	62	35	producers	producer	NOUN
cet-15327	62	36	.	.	PUNCT
cet-15327	63	1	the	the	DET
cet-15327	63	2	bean	bean	NOUN
cet-15327	63	3	with	with	ADP
cet-15327	63	4	pulp	pulp	NOUN
cet-15327	63	5	,	,	PUNCT
cet-15327	63	6	rich	rich	ADJ
cet-15327	63	7	in	in	ADP
cet-15327	63	8	carbohydrates	carbohydrate	NOUN
cet-15327	63	9	,	,	PUNCT
cet-15327	63	10	fats	fat	NOUN
cet-15327	63	11	,	,	PUNCT
cet-15327	63	12	fiber	fiber	NOUN
cet-15327	63	13	,	,	PUNCT
cet-15327	63	14	and	and	CCONJ
cet-15327	63	15	moisture	moisture	NOUN
cet-15327	63	16	,	,	PUNCT
cet-15327	63	17	can	can	AUX
cet-15327	63	18	be	be	AUX
cet-15327	63	19	transformed	transform	VERB
cet-15327	63	20	traditionally	traditionally	ADV
cet-15327	63	21	and	and	CCONJ
cet-15327	63	22	technologically	technologically	ADV
cet-15327	63	23	to	to	PART
cet-15327	63	24	obtain	obtain	VERB
cet-15327	63	25	cocoa	cocoa	NOUN
cet-15327	63	26	beans	bean	NOUN
cet-15327	63	27	as	as	ADP
cet-15327	63	28	an	an	DET
cet-15327	63	29	input	input	NOUN
cet-15327	63	30	in	in	ADP
cet-15327	63	31	the	the	DET
cet-15327	63	32	production	production	NOUN
cet-15327	63	33	of	of	ADP
cet-15327	63	34	chocolate	chocolate	NOUN
cet-15327	63	35	.	.	PUNCT
cet-15327	64	1	this	this	PRON
cet-15327	64	2	requires	require	VERB
cet-15327	64	3	the	the	DET
cet-15327	64	4	fermentation	fermentation	NOUN
cet-15327	64	5	and	and	CCONJ
cet-15327	64	6	drying	dry	VERB
cet-15327	64	7	stages	stage	NOUN
cet-15327	64	8	to	to	PART
cet-15327	64	9	allow	allow	VERB
cet-15327	64	10	the	the	DET
cet-15327	64	11	cocoa	cocoa	NOUN
cet-15327	64	12	beans	bean	NOUN
cet-15327	64	13	without	without	ADP
cet-15327	64	14	pulp	pulp	NOUN
cet-15327	64	15	to	to	PART
cet-15327	64	16	develop	develop	VERB
cet-15327	64	17	all	all	DET
cet-15327	64	18	the	the	DET
cet-15327	64	19	flavors	flavor	NOUN
cet-15327	64	20	and	and	CCONJ
cet-15327	64	21	aromas	aroma	NOUN
cet-15327	64	22	necessary	necessary	ADJ
cet-15327	64	23	for	for	ADP
cet-15327	64	24	quality	quality	NOUN
cet-15327	64	25	cocoa	cocoa	NOUN
cet-15327	64	26	(	(	PUNCT
cet-15327	64	27	veira	veira	PROPN
cet-15327	64	28	et	et	PROPN
cet-15327	64	29	al	al	PROPN
cet-15327	64	30	.	.	PROPN
cet-15327	64	31	,	,	PUNCT
cet-15327	64	32	2019	2019	NUM
cet-15327	64	33	)	)	PUNCT
cet-15327	64	34	.	.	PUNCT
cet-15327	65	1	table	table	NOUN
cet-15327	65	2	1	1	NUM
cet-15327	65	3	:	:	PUNCT
cet-15327	65	4	proximate	proximate	VERB
cet-15327	65	5	analysis	analysis	NOUN
cet-15327	65	6	of	of	ADP
cet-15327	65	7	cocoa	cocoa	NOUN
cet-15327	65	8	fruit	fruit	NOUN
cet-15327	65	9	(	(	PUNCT
cet-15327	65	10	pulp	pulp	NOUN
cet-15327	65	11	and	and	CCONJ
cet-15327	65	12	shell	shell	NOUN
cet-15327	65	13	)	)	PUNCT
cet-15327	65	14	parameter	parameter	NOUN
cet-15327	65	15	method	method	NOUN
cet-15327	65	16	result	result	NOUN
cet-15327	65	17	pulp	pulp	NOUN
cet-15327	65	18	%	%	NOUN
cet-15327	65	19	w	w	PROPN
cet-15327	65	20	/	/	SYM
cet-15327	65	21	w	w	NOUN
cet-15327	65	22	error	error	NOUN
cet-15327	65	23	pulp	pulp	NOUN
cet-15327	65	24	result	result	NOUN
cet-15327	65	25	shell	shell	NOUN
cet-15327	65	26	%	%	NOUN
cet-15327	65	27	w	w	NOUN
cet-15327	65	28	/	/	SYM
cet-15327	65	29	w	w	NOUN
cet-15327	65	30	error	error	NOUN
cet-15327	65	31	shell	shell	NOUN
cet-15327	65	32	moisture	moisture	NOUN
cet-15327	65	33	aoac	aoac	VERB
cet-15327	65	34	925.10	925.10	NUM
cet-15327	65	35	ed	ed	NOUN
cet-15327	65	36	21:2019	21:2019	NUM
cet-15327	65	37	55.8	55.8	NUM
cet-15327	65	38	±0.03	±0.03	PROPN
cet-15327	65	39	58.0	58.0	NUM
cet-15327	65	40	±0.03	±0.03	PROPN
cet-15327	65	41	total	total	ADJ
cet-15327	65	42	solids	solid	NOUN
cet-15327	65	43	p	p	PROPN
cet-15327	65	44	-	-	PUNCT
cet-15327	65	45	lf-008	lf-008	NOUN
cet-15327	65	46	version	version	NOUN
cet-15327	65	47	3	3	NUM
cet-15327	65	48	44.2	44.2	NUM
cet-15327	65	49	n	n	CCONJ
cet-15327	65	50	/	/	SYM
cet-15327	65	51	a	a	DET
cet-15327	65	52	12.0	12.0	NUM
cet-15327	65	53	n	n	NOUN
cet-15327	65	54	/	/	SYM
cet-15327	65	55	a	a	DET
cet-15327	65	56	total	total	ADJ
cet-15327	65	57	protein	protein	NOUN
cet-15327	65	58	iso	iso	NOUN
cet-15327	65	59	187	187	NUM
cet-15327	65	60	1:2009	1:2009	NUM
cet-15327	65	61	(	(	PUNCT
cet-15327	65	62	kjeldahl	kjeldahl	NOUN
cet-15327	65	63	)	)	PUNCT
cet-15327	65	64	(	(	PUNCT
cet-15327	65	65	foods	food	NOUN
cet-15327	65	66	for	for	ADP
cet-15327	65	67	human	human	ADJ
cet-15327	65	68	and	and	CCONJ
cet-15327	65	69	animal	animal	NOUN
cet-15327	65	70	consumption	consumption	NOUN
cet-15327	65	71	5.7	5.7	NUM
cet-15327	65	72	±0.07	±0.07	PROPN
cet-15327	65	73	3.6	3.6	NUM
cet-15327	65	74	±0.07	±0.07	NOUN
cet-15327	65	75	total	total	ADJ
cet-15327	65	76	fat	fat	NOUN
cet-15327	65	77	aoac	aoac	VERB
cet-15327	65	78	920.85	920.85	NUM
cet-15327	65	79	ed	ed	NOUN
cet-15327	65	80	.	.	PUNCT
cet-15327	66	1	21:2019	21:2019	NUM
cet-15327	66	2	(	(	PUNCT
cet-15327	66	3	soxhlet	soxhlet	NOUN
cet-15327	66	4	extraction	extraction	NOUN
cet-15327	66	5	)	)	PUNCT
cet-15327	66	6	1.5	1.5	NUM
cet-15327	66	7	n	n	CCONJ
cet-15327	66	8	/	/	SYM
cet-15327	66	9	a	a	DET
cet-15327	66	10	0.6	0.6	NUM
cet-15327	66	11	n	n	CCONJ
cet-15327	66	12	/	/	SYM
cet-15327	66	13	a	a	DET
cet-15327	66	14	total	total	ADJ
cet-15327	66	15	fiber	fiber	NOUN
cet-15327	66	16	aoac	aoac	VERB
cet-15327	66	17	962.09	962.09	NUM
cet-15327	66	18	ed	ed	NOUN
cet-15327	66	19	.	.	PUNCT
cet-15327	67	1	21:2019	21:2019	NUM
cet-15327	67	2	(	(	PUNCT
cet-15327	67	3	acid	acid	NOUN
cet-15327	67	4	hydrolysis	hydrolysis	NOUN
cet-15327	67	5	,	,	PUNCT
cet-15327	67	6	alkaline	alkaline	NOUN
cet-15327	67	7	hydrolysis	hydrolysis	NOUN
cet-15327	67	8	,	,	PUNCT
cet-15327	67	9	soxhlet	soxhlet	NOUN
cet-15327	67	10	)	)	PUNCT
cet-15327	67	11	19.3	19.3	NUM
cet-15327	67	12	n	n	NOUN
cet-15327	67	13	/	/	SYM
cet-15327	67	14	a	a	DET
cet-15327	67	15	5.1	5.1	NUM
cet-15327	67	16	n	n	NOUN
cet-15327	67	17	/	/	SYM
cet-15327	67	18	a	a	DET
cet-15327	67	19	total	total	ADJ
cet-15327	67	20	ashes	ashe	NOUN
cet-15327	67	21	aoac	aoac	VERB
cet-15327	67	22	923.03	923.03	NUM
cet-15327	67	23	ed	ed	NOUN
cet-15327	67	24	.	.	PUNCT
cet-15327	68	1	21:2019	21:2019	NUM
cet-15327	68	2	(	(	PUNCT
cet-15327	68	3	calcination	calcination	NOUN
cet-15327	68	4	at	at	ADP
cet-15327	68	5	550	550	NUM
cet-15327	68	6	°	°	NOUN
cet-15327	68	7	c	c	NOUN
cet-15327	68	8	)	)	PUNCT
cet-15327	68	9	1.7	1.7	NUM
cet-15327	68	10	±0.13	±0.13	NOUN
cet-15327	68	11	2.1	2.1	NUM
cet-15327	68	12	±0.13	±0.13	NOUN
cet-15327	68	13	total	total	ADJ
cet-15327	68	14	carbohydrates	carbohydrate	NOUN
cet-15327	68	15	calculated	calculate	VERB
cet-15327	68	16	by	by	ADP
cet-15327	68	17	difference	difference	NOUN
cet-15327	68	18	35.3	35.3	NUM
cet-15327	68	19	n	n	NOUN
cet-15327	68	20	/	/	SYM
cet-15327	68	21	a	a	DET
cet-15327	68	22	5.6	5.6	NUM
cet-15327	68	23	n	n	CCONJ
cet-15327	68	24	/	/	SYM
cet-15327	68	25	a	a	DET
cet-15327	68	26	3.2	3.2	NUM
cet-15327	68	27	hexagonal	hexagonal	ADJ
cet-15327	68	28	cocoa	cocoa	NOUN
cet-15327	68	29	fermenter	fermenter	NOUN
cet-15327	68	30	design	design	NOUN
cet-15327	68	31	and	and	CCONJ
cet-15327	68	32	construction	construction	NOUN
cet-15327	68	33	for	for	ADP
cet-15327	68	34	the	the	DET
cet-15327	68	35	design	design	NOUN
cet-15327	68	36	of	of	ADP
cet-15327	68	37	the	the	DET
cet-15327	68	38	fermenter	fermenter	NOUN
cet-15327	68	39	,	,	PUNCT
cet-15327	68	40	two	two	NUM
cet-15327	68	41	aspects	aspect	NOUN
cet-15327	68	42	were	be	AUX
cet-15327	68	43	taken	take	VERB
cet-15327	68	44	into	into	ADP
cet-15327	68	45	consideration	consideration	NOUN
cet-15327	68	46	:	:	PUNCT
cet-15327	68	47	first	first	ADV
cet-15327	68	48	,	,	PUNCT
cet-15327	68	49	it	it	PRON
cet-15327	68	50	had	have	VERB
cet-15327	68	51	favourable	favourable	ADJ
cet-15327	68	52	measures	measure	NOUN
cet-15327	68	53	for	for	ADP
cet-15327	68	54	its	its	PRON
cet-15327	68	55	transport	transport	NOUN
cet-15327	68	56	and	and	CCONJ
cet-15327	68	57	handling	handling	NOUN
cet-15327	68	58	;	;	PUNCT
cet-15327	68	59	second	second	X
cet-15327	68	60	,	,	PUNCT
cet-15327	68	61	the	the	DET
cet-15327	68	62	total	total	ADJ
cet-15327	68	63	volume	volume	NOUN
cet-15327	68	64	of	of	ADP
cet-15327	68	65	the	the	DET
cet-15327	68	66	fermenter	fermenter	NOUN
cet-15327	68	67	was	be	AUX
cet-15327	68	68	oversized	oversize	VERB
cet-15327	68	69	by	by	ADP
cet-15327	68	70	at	at	ADV
cet-15327	68	71	least	least	ADV
cet-15327	68	72	30	30	NUM
cet-15327	68	73	%	%	NOUN
cet-15327	68	74	of	of	ADP
cet-15327	68	75	the	the	DET
cet-15327	68	76	volume	volume	NOUN
cet-15327	68	77	of	of	ADP
cet-15327	68	78	the	the	DET
cet-15327	68	79	cocoa	cocoa	NOUN
cet-15327	68	80	beans	bean	NOUN
cet-15327	68	81	to	to	PART
cet-15327	68	82	be	be	AUX
cet-15327	68	83	introduced	introduce	VERB
cet-15327	68	84	,	,	PUNCT
cet-15327	68	85	in	in	ADP
cet-15327	68	86	order	order	NOUN
cet-15327	68	87	to	to	PART
cet-15327	68	88	facilitate	facilitate	VERB
cet-15327	68	89	turning	turning	NOUN
cet-15327	68	90	and	and	CCONJ
cet-15327	68	91	aeration	aeration	NOUN
cet-15327	68	92	.	.	PUNCT
cet-15327	69	1	based	base	VERB
cet-15327	69	2	on	on	ADP
cet-15327	69	3	the	the	DET
cet-15327	69	4	calculated	calculated	ADJ
cet-15327	69	5	density	density	NOUN
cet-15327	69	6	of	of	ADP
cet-15327	69	7	cocoa	cocoa	NOUN
cet-15327	69	8	beans	bean	NOUN
cet-15327	69	9	,	,	PUNCT
cet-15327	69	10	which	which	PRON
cet-15327	69	11	was	be	AUX
cet-15327	69	12	0.86	0.86	NUM
cet-15327	69	13	g	g	NOUN
cet-15327	69	14	/	/	SYM
cet-15327	69	15	cm3	cm3	NOUN
cet-15327	69	16	for	for	ADP
cet-15327	69	17	non	non	ADJ
cet-15327	69	18	-	-	ADJ
cet-15327	69	19	fermented	fermented	ADJ
cet-15327	69	20	cocoa	cocoa	NOUN
cet-15327	69	21	and	and	CCONJ
cet-15327	69	22	0.85	0.85	NUM
cet-15327	69	23	g	g	NOUN
cet-15327	69	24	/	/	SYM
cet-15327	69	25	cm3	cm3	NOUN
cet-15327	69	26	for	for	ADP
cet-15327	69	27	fermented	ferment	VERB
cet-15327	69	28	cocoa	cocoa	NOUN
cet-15327	69	29	beans	bean	NOUN
cet-15327	69	30	,	,	PUNCT
cet-15327	69	31	and	and	CCONJ
cet-15327	69	32	a	a	DET
cet-15327	69	33	mass	mass	NOUN
cet-15327	69	34	of	of	ADP
cet-15327	69	35	15	15	NUM
cet-15327	69	36	kg	kg	NOUN
cet-15327	69	37	,	,	PUNCT
cet-15327	69	38	the	the	DET
cet-15327	69	39	volume	volume	NOUN
cet-15327	69	40	that	that	SCONJ
cet-15327	69	41	the	the	DET
cet-15327	69	42	cocoa	cocoa	NOUN
cet-15327	69	43	beans	bean	NOUN
cet-15327	69	44	will	will	AUX
cet-15327	69	45	occupy	occupy	VERB
cet-15327	69	46	was	be	AUX
cet-15327	69	47	calculated	calculate	VERB
cet-15327	69	48	.	.	PUNCT
cet-15327	70	1	table	table	NOUN
cet-15327	70	2	2	2	NUM
cet-15327	70	3	shows	show	VERB
cet-15327	70	4	the	the	DET
cet-15327	70	5	dimensions	dimension	NOUN
cet-15327	70	6	of	of	ADP
cet-15327	70	7	the	the	DET
cet-15327	70	8	rotary	rotary	ADJ
cet-15327	70	9	drum	drum	NOUN
cet-15327	70	10	fermenter	fermenter	NOUN
cet-15327	70	11	.	.	PUNCT
cet-15327	71	1	its	its	PRON
cet-15327	71	2	volume	volume	NOUN
cet-15327	71	3	was	be	AUX
cet-15327	71	4	oversized	oversize	VERB
cet-15327	71	5	by	by	ADP
cet-15327	71	6	30	30	NUM
cet-15327	71	7	%	%	NOUN
cet-15327	71	8	to	to	PART
cet-15327	71	9	facilitate	facilitate	VERB
cet-15327	71	10	turning	turning	NOUN
cet-15327	71	11	and	and	CCONJ
cet-15327	71	12	aeration	aeration	NOUN
cet-15327	71	13	.	.	PUNCT
cet-15327	72	1	aeration	aeration	NOUN
cet-15327	72	2	(	(	PUNCT
cet-15327	72	3	or	or	CCONJ
cet-15327	72	4	turning	turn	VERB
cet-15327	72	5	)	)	PUNCT
cet-15327	72	6	of	of	ADP
cet-15327	72	7	the	the	DET
cet-15327	72	8	beans	bean	NOUN
cet-15327	72	9	was	be	AUX
cet-15327	72	10	performed	perform	VERB
cet-15327	72	11	every	every	DET
cet-15327	72	12	24	24	NUM
cet-15327	72	13	hours	hour	NOUN
cet-15327	72	14	.	.	PUNCT
cet-15327	73	1	the	the	DET
cet-15327	73	2	fermenter	fermenter	NOUN
cet-15327	73	3	was	be	AUX
cet-15327	73	4	modelled	model	VERB
cet-15327	73	5	in	in	ADP
cet-15327	73	6	solidworks	solidworks	PROPN
cet-15327	73	7	v2021	v2021	PROPN
cet-15327	73	8	and	and	CCONJ
cet-15327	73	9	built	build	VERB
cet-15327	73	10	piece	piece	NOUN
cet-15327	73	11	by	by	ADP
cet-15327	73	12	piece	piece	NOUN
cet-15327	73	13	.	.	PUNCT
cet-15327	74	1	table	table	NOUN
cet-15327	74	2	2	2	NUM
cet-15327	74	3	:	:	PUNCT
cet-15327	74	4	dimensions	dimension	NOUN
cet-15327	74	5	of	of	ADP
cet-15327	74	6	rotary	rotary	ADJ
cet-15327	74	7	drum	drum	NOUN
cet-15327	74	8	fermenter	fermenter	NOUN
cet-15327	74	9	dimension	dimension	NOUN
cet-15327	74	10	value	value	NOUN
cet-15327	74	11	volume	volume	NOUN
cet-15327	74	12	22.0	22.0	NUM
cet-15327	74	13	l	l	NOUN
cet-15327	74	14	length	length	NOUN
cet-15327	74	15	51.4	51.4	NUM
cet-15327	74	16	cm	cm	NOUN
cet-15327	74	17	side	side	NOUN
cet-15327	74	18	(	(	PUNCT
cet-15327	74	19	hexagon	hexagon	NOUN
cet-15327	74	20	)	)	PUNCT
cet-15327	74	21	12.8	12.8	NUM
cet-15327	74	22	cm	cm	NOUN
cet-15327	74	23	apothem	apothem	PROPN
cet-15327	74	24	3.4	3.4	NUM
cet-15327	74	25	cm	cm	NOUN
cet-15327	74	26	figure	figure	NOUN
cet-15327	74	27	1	1	NUM
cet-15327	74	28	:	:	PUNCT
cet-15327	74	29	construction	construction	NOUN
cet-15327	74	30	of	of	ADP
cet-15327	74	31	hexagonal	hexagonal	ADJ
cet-15327	74	32	rotary	rotary	NOUN
cet-15327	74	33	fermenter	fermenter	NOUN
cet-15327	74	34	in	in	ADP
cet-15327	74	35	san	san	PROPN
cet-15327	74	36	jacinto	jacinto	PROPN
cet-15327	74	37	,	,	PUNCT
cet-15327	74	38	bolivar	bolivar	PROPN
cet-15327	74	39	,	,	PUNCT
cet-15327	74	40	the	the	DET
cet-15327	74	41	rotary	rotary	ADJ
cet-15327	74	42	hexagonal	hexagonal	ADJ
cet-15327	74	43	fermenter	fermenter	NOUN
cet-15327	74	44	was	be	AUX
cet-15327	74	45	built	build	VERB
cet-15327	74	46	with	with	ADP
cet-15327	74	47	the	the	DET
cet-15327	74	48	help	help	NOUN
cet-15327	74	49	of	of	ADP
cet-15327	74	50	a	a	DET
cet-15327	74	51	local	local	ADJ
cet-15327	74	52	carpenter	carpenter	NOUN
cet-15327	74	53	and	and	CCONJ
cet-15327	74	54	cocoa	cocoa	NOUN
cet-15327	74	55	producer	producer	NOUN
cet-15327	74	56	.	.	PUNCT
cet-15327	75	1	white	white	ADJ
cet-15327	75	2	wood	wood	PROPN
cet-15327	75	3	(	(	PUNCT
cet-15327	75	4	anacardium	anacardium	NOUN
cet-15327	75	5	excelsum	excelsum	PROPN
cet-15327	75	6	)	)	PUNCT
cet-15327	75	7	was	be	AUX
cet-15327	75	8	used	use	VERB
cet-15327	75	9	,	,	PUNCT
cet-15327	75	10	coupled	couple	VERB
cet-15327	75	11	with	with	ADP
cet-15327	75	12	stainless	stainless	ADJ
cet-15327	75	13	steel	steel	NOUN
cet-15327	75	14	lacing	lacing	NOUN
cet-15327	75	15	and	and	CCONJ
cet-15327	75	16	simple	simple	ADJ
cet-15327	75	17	polishing	polishing	NOUN
cet-15327	75	18	to	to	PART
cet-15327	75	19	correct	correct	ADJ
cet-15327	75	20	details	detail	NOUN
cet-15327	75	21	;	;	PUNCT
cet-15327	75	22	it	it	PRON
cet-15327	75	23	was	be	AUX
cet-15327	75	24	not	not	PART
cet-15327	75	25	painted	paint	VERB
cet-15327	75	26	with	with	ADP
cet-15327	75	27	any	any	DET
cet-15327	75	28	varnish	varnish	NOUN
cet-15327	75	29	or	or	CCONJ
cet-15327	75	30	paint	paint	NOUN
cet-15327	75	31	because	because	SCONJ
cet-15327	75	32	this	this	PRON
cet-15327	75	33	could	could	AUX
cet-15327	75	34	be	be	AUX
cet-15327	75	35	detrimental	detrimental	ADJ
cet-15327	75	36	to	to	ADP
cet-15327	75	37	the	the	DET
cet-15327	75	38	459	459	NUM
cet-15327	75	39	fermentation	fermentation	NOUN
cet-15327	75	40	process	process	NOUN
cet-15327	75	41	,	,	PUNCT
cet-15327	75	42	given	give	VERB
cet-15327	75	43	the	the	DET
cet-15327	75	44	mass	mass	ADJ
cet-15327	75	45	transfer	transfer	NOUN
cet-15327	75	46	that	that	PRON
cet-15327	75	47	exists	exist	VERB
cet-15327	75	48	between	between	ADP
cet-15327	75	49	the	the	DET
cet-15327	75	50	walls	wall	NOUN
cet-15327	75	51	of	of	ADP
cet-15327	75	52	the	the	DET
cet-15327	75	53	equipment	equipment	NOUN
cet-15327	75	54	and	and	CCONJ
cet-15327	75	55	the	the	DET
cet-15327	75	56	cocoa	cocoa	NOUN
cet-15327	75	57	beans	bean	NOUN
cet-15327	75	58	to	to	PART
cet-15327	75	59	be	be	AUX
cet-15327	75	60	fermented	ferment	VERB
cet-15327	75	61	.	.	PUNCT
cet-15327	76	1	figure	figure	NOUN
cet-15327	76	2	1	1	NUM
cet-15327	76	3	shows	show	VERB
cet-15327	76	4	the	the	DET
cet-15327	76	5	construction	construction	NOUN
cet-15327	76	6	of	of	ADP
cet-15327	76	7	the	the	DET
cet-15327	76	8	fermenter	fermenter	NOUN
cet-15327	76	9	,	,	PUNCT
cet-15327	76	10	which	which	PRON
cet-15327	76	11	is	be	AUX
cet-15327	76	12	a	a	DET
cet-15327	76	13	hexagonal	hexagonal	ADJ
cet-15327	76	14	container	container	NOUN
cet-15327	76	15	in	in	ADP
cet-15327	76	16	which	which	PRON
cet-15327	76	17	the	the	DET
cet-15327	76	18	beans	bean	NOUN
cet-15327	76	19	are	be	AUX
cet-15327	76	20	placed	place	VERB
cet-15327	76	21	;	;	PUNCT
cet-15327	76	22	it	it	PRON
cet-15327	76	23	has	have	VERB
cet-15327	76	24	a	a	DET
cet-15327	76	25	support	support	NOUN
cet-15327	76	26	coupled	couple	VERB
cet-15327	76	27	by	by	ADP
cet-15327	76	28	two	two	NUM
cet-15327	76	29	bearings	bearing	NOUN
cet-15327	76	30	that	that	PRON
cet-15327	76	31	allow	allow	VERB
cet-15327	76	32	a	a	DET
cet-15327	76	33	360	360	NUM
cet-15327	76	34	°	°	ADJ
cet-15327	76	35	rotation	rotation	NOUN
cet-15327	76	36	and	and	CCONJ
cet-15327	76	37	two	two	NUM
cet-15327	76	38	movable	movable	ADJ
cet-15327	76	39	triangular	triangular	NOUN
cet-15327	76	40	supports	support	VERB
cet-15327	76	41	for	for	ADP
cet-15327	76	42	its	its	PRON
cet-15327	76	43	support	support	NOUN
cet-15327	76	44	.	.	PUNCT
cet-15327	77	1	fermentation	fermentation	NOUN
cet-15327	77	2	test	test	NOUN
cet-15327	77	3	in	in	ADP
cet-15327	77	4	rotary	rotary	ADJ
cet-15327	77	5	and	and	CCONJ
cet-15327	77	6	traditional	traditional	ADJ
cet-15327	77	7	fermenters	fermenter	NOUN
cet-15327	77	8	this	this	DET
cet-15327	77	9	study	study	NOUN
cet-15327	77	10	evaluated	evaluate	VERB
cet-15327	77	11	temperature	temperature	NOUN
cet-15327	77	12	profiles	profile	NOUN
cet-15327	77	13	,	,	PUNCT
cet-15327	77	14	ph	ph	ADJ
cet-15327	77	15	,	,	PUNCT
cet-15327	77	16	and	and	CCONJ
cet-15327	77	17	brix	brix	NOUN
cet-15327	77	18	degrees	degree	NOUN
cet-15327	77	19	during	during	ADP
cet-15327	77	20	cocoa	cocoa	NOUN
cet-15327	77	21	fermentation	fermentation	NOUN
cet-15327	77	22	in	in	ADP
cet-15327	77	23	a	a	DET
cet-15327	77	24	rotary	rotary	ADJ
cet-15327	77	25	drum	drum	NOUN
cet-15327	77	26	and	and	CCONJ
cet-15327	77	27	traditional	traditional	ADJ
cet-15327	77	28	box	box	NOUN
cet-15327	77	29	fermenters	fermenter	NOUN
cet-15327	77	30	.	.	PUNCT
cet-15327	78	1	in	in	ADP
cet-15327	78	2	the	the	DET
cet-15327	78	3	rotary	rotary	ADJ
cet-15327	78	4	drum	drum	NOUN
cet-15327	78	5	,	,	PUNCT
cet-15327	78	6	fermentation	fermentation	NOUN
cet-15327	78	7	started	start	VERB
cet-15327	78	8	at	at	ADP
cet-15327	78	9	30	30	NUM
cet-15327	78	10	°	°	NOUN
cet-15327	78	11	c	c	NOUN
cet-15327	78	12	,	,	PUNCT
cet-15327	78	13	peaked	peak	VERB
cet-15327	78	14	at	at	ADP
cet-15327	78	15	45	45	NUM
cet-15327	78	16	°	°	NOUN
cet-15327	78	17	c	c	NOUN
cet-15327	78	18	due	due	ADP
cet-15327	78	19	to	to	ADP
cet-15327	78	20	effective	effective	ADJ
cet-15327	78	21	aeration	aeration	NOUN
cet-15327	78	22	and	and	CCONJ
cet-15327	78	23	bean	bean	NOUN
cet-15327	78	24	rotation	rotation	NOUN
cet-15327	78	25	,	,	PUNCT
cet-15327	78	26	and	and	CCONJ
cet-15327	78	27	ended	end	VERB
cet-15327	78	28	at	at	ADP
cet-15327	78	29	35	35	NUM
cet-15327	78	30	°	°	NOUN
cet-15327	78	31	c	c	NOUN
cet-15327	78	32	,	,	PUNCT
cet-15327	78	33	favouring	favour	VERB
cet-15327	78	34	acetic	acetic	ADJ
cet-15327	78	35	acid	acid	NOUN
cet-15327	78	36	bacteria	bacteria	NOUN
cet-15327	78	37	activity	activity	NOUN
cet-15327	78	38	.	.	PUNCT
cet-15327	79	1	in	in	ADP
cet-15327	79	2	contrast	contrast	NOUN
cet-15327	79	3	,	,	PUNCT
cet-15327	79	4	the	the	DET
cet-15327	79	5	traditional	traditional	ADJ
cet-15327	79	6	fermenter	fermenter	NOUN
cet-15327	79	7	started	start	VERB
cet-15327	79	8	below	below	ADP
cet-15327	79	9	30	30	NUM
cet-15327	79	10	°	°	NOUN
cet-15327	79	11	c	c	NOUN
cet-15327	79	12	,	,	PUNCT
cet-15327	79	13	peaked	peak	VERB
cet-15327	79	14	at	at	ADP
cet-15327	79	15	38.0	38.0	NUM
cet-15327	79	16	°	°	ADP
cet-15327	79	17	c	c	NOUN
cet-15327	79	18	after	after	ADP
cet-15327	79	19	144	144	NUM
cet-15327	79	20	hours	hour	NOUN
cet-15327	79	21	,	,	PUNCT
cet-15327	79	22	and	and	CCONJ
cet-15327	79	23	maintained	maintain	VERB
cet-15327	79	24	temperatures	temperature	NOUN
cet-15327	79	25	near	near	ADP
cet-15327	79	26	ambient	ambient	NOUN
cet-15327	79	27	,	,	PUNCT
cet-15327	79	28	sufficient	sufficient	ADJ
cet-15327	79	29	for	for	ADP
cet-15327	79	30	fermentation	fermentation	NOUN
cet-15327	79	31	but	but	CCONJ
cet-15327	79	32	less	less	ADV
cet-15327	79	33	effective	effective	ADJ
cet-15327	79	34	.	.	PUNCT
cet-15327	80	1	brix	brix	NOUN
cet-15327	80	2	degrees	degree	NOUN
cet-15327	80	3	,	,	PUNCT
cet-15327	80	4	initially	initially	ADV
cet-15327	80	5	17	17	NUM
cet-15327	80	6	,	,	PUNCT
cet-15327	80	7	decreased	decrease	VERB
cet-15327	80	8	to	to	ADP
cet-15327	80	9	9	9	NUM
cet-15327	80	10	in	in	ADP
cet-15327	80	11	the	the	DET
cet-15327	80	12	rotary	rotary	NOUN
cet-15327	80	13	drum	drum	NOUN
cet-15327	80	14	and	and	CCONJ
cet-15327	80	15	12.1	12.1	NUM
cet-15327	80	16	in	in	ADP
cet-15327	80	17	the	the	DET
cet-15327	80	18	traditional	traditional	ADJ
cet-15327	80	19	fermenter	fermenter	NOUN
cet-15327	80	20	,	,	PUNCT
cet-15327	80	21	reflecting	reflect	VERB
cet-15327	80	22	carbohydrate	carbohydrate	NOUN
cet-15327	80	23	consumption	consumption	NOUN
cet-15327	80	24	by	by	ADP
cet-15327	80	25	microorganisms	microorganism	NOUN
cet-15327	80	26	.	.	PUNCT
cet-15327	81	1	the	the	DET
cet-15327	81	2	rotary	rotary	ADJ
cet-15327	81	3	drum	drum	NOUN
cet-15327	81	4	produced	produce	VERB
cet-15327	81	5	cocoa	cocoa	NOUN
cet-15327	81	6	beans	bean	NOUN
cet-15327	81	7	with	with	ADP
cet-15327	81	8	adequate	adequate	ADJ
cet-15327	81	9	fermentation	fermentation	NOUN
cet-15327	81	10	characteristics	characteristic	NOUN
cet-15327	81	11	,	,	PUNCT
cet-15327	81	12	which	which	PRON
cet-15327	81	13	is	be	AUX
cet-15327	81	14	consistent	consistent	ADJ
cet-15327	81	15	with	with	ADP
cet-15327	81	16	previous	previous	ADJ
cet-15327	81	17	studies	study	NOUN
cet-15327	81	18	.	.	PUNCT
cet-15327	82	1	the	the	DET
cet-15327	82	2	ph	ph	NOUN
cet-15327	82	3	in	in	ADP
cet-15327	82	4	the	the	DET
cet-15327	82	5	rotary	rotary	NOUN
cet-15327	82	6	drum	drum	NOUN
cet-15327	82	7	ranged	range	VERB
cet-15327	82	8	from	from	ADP
cet-15327	82	9	4.2	4.2	NUM
cet-15327	82	10	to	to	PART
cet-15327	82	11	4.5	4.5	NUM
cet-15327	82	12	,	,	PUNCT
cet-15327	82	13	consistent	consistent	ADJ
cet-15327	82	14	with	with	ADP
cet-15327	82	15	acid	acid	NOUN
cet-15327	82	16	production	production	NOUN
cet-15327	82	17	and	and	CCONJ
cet-15327	82	18	consumption	consumption	NOUN
cet-15327	82	19	during	during	ADP
cet-15327	82	20	fermentation	fermentation	NOUN
cet-15327	82	21	.	.	PUNCT
cet-15327	83	1	at	at	ADP
cet-15327	83	2	the	the	DET
cet-15327	83	3	same	same	ADJ
cet-15327	83	4	time	time	NOUN
cet-15327	83	5	,	,	PUNCT
cet-15327	83	6	the	the	DET
cet-15327	83	7	traditional	traditional	ADJ
cet-15327	83	8	fermenter	fermenter	NOUN
cet-15327	83	9	showed	show	VERB
cet-15327	83	10	an	an	DET
cet-15327	83	11	increase	increase	NOUN
cet-15327	83	12	in	in	ADP
cet-15327	83	13	ph	ph	NOUN
cet-15327	83	14	to	to	ADP
cet-15327	83	15	6.1	6.1	NUM
cet-15327	83	16	,	,	PUNCT
cet-15327	83	17	attributed	attribute	VERB
cet-15327	83	18	to	to	ADP
cet-15327	83	19	lower	low	ADJ
cet-15327	83	20	temperatures	temperature	NOUN
cet-15327	83	21	and	and	CCONJ
cet-15327	83	22	altered	alter	VERB
cet-15327	83	23	microbial	microbial	ADJ
cet-15327	83	24	metabolism	metabolism	NOUN
cet-15327	83	25	.	.	PUNCT
cet-15327	84	1	table	table	NOUN
cet-15327	84	2	3	3	NUM
cet-15327	84	3	shows	show	VERB
cet-15327	84	4	the	the	DET
cet-15327	84	5	average	average	ADJ
cet-15327	84	6	temperatures	temperature	NOUN
cet-15327	84	7	,	,	PUNCT
cet-15327	84	8	ph	ph	NOUN
cet-15327	84	9	,	,	PUNCT
cet-15327	84	10	and	and	CCONJ
cet-15327	84	11	brix	brix	NOUN
cet-15327	84	12	degrees	degree	NOUN
cet-15327	84	13	during	during	ADP
cet-15327	84	14	fermentation	fermentation	NOUN
cet-15327	84	15	.	.	PUNCT
cet-15327	85	1	an	an	DET
cet-15327	85	2	anova	anova	PROPN
cet-15327	85	3	test	test	NOUN
cet-15327	85	4	shows	show	VERB
cet-15327	85	5	that	that	SCONJ
cet-15327	85	6	at	at	ADP
cet-15327	85	7	a	a	DET
cet-15327	85	8	significance	significance	NOUN
cet-15327	85	9	level	level	NOUN
cet-15327	85	10	of	of	ADP
cet-15327	85	11	0.05	0.05	NUM
cet-15327	85	12	,	,	PUNCT
cet-15327	85	13	temperatures	temperature	NOUN
cet-15327	85	14	,	,	PUNCT
cet-15327	85	15	ph	ph	NOUN
cet-15327	85	16	,	,	PUNCT
cet-15327	85	17	and	and	CCONJ
cet-15327	85	18	brix	brix	NOUN
cet-15327	85	19	degrees	degree	NOUN
cet-15327	85	20	are	be	AUX
cet-15327	85	21	not	not	PART
cet-15327	85	22	significantly	significantly	ADV
cet-15327	85	23	different	different	ADJ
cet-15327	85	24	considering	consider	VERB
cet-15327	85	25	the	the	DET
cet-15327	85	26	type	type	NOUN
cet-15327	85	27	of	of	ADP
cet-15327	85	28	fermenter	fermenter	NOUN
cet-15327	85	29	used	use	VERB
cet-15327	85	30	.	.	PUNCT
cet-15327	86	1	these	these	DET
cet-15327	86	2	results	result	NOUN
cet-15327	86	3	are	be	AUX
cet-15327	86	4	desirable	desirable	ADJ
cet-15327	86	5	because	because	SCONJ
cet-15327	86	6	,	,	PUNCT
cet-15327	86	7	although	although	SCONJ
cet-15327	86	8	the	the	DET
cet-15327	86	9	fermentation	fermentation	NOUN
cet-15327	86	10	process	process	NOUN
cet-15327	86	11	is	be	AUX
cet-15327	86	12	technological	technological	ADJ
cet-15327	86	13	,	,	PUNCT
cet-15327	86	14	it	it	PRON
cet-15327	86	15	does	do	AUX
cet-15327	86	16	not	not	PART
cet-15327	86	17	affect	affect	VERB
cet-15327	86	18	the	the	DET
cet-15327	86	19	quality	quality	NOUN
cet-15327	86	20	of	of	ADP
cet-15327	86	21	the	the	DET
cet-15327	86	22	beans	bean	NOUN
cet-15327	86	23	at	at	ADP
cet-15327	86	24	the	the	DET
cet-15327	86	25	end	end	NOUN
cet-15327	86	26	of	of	ADP
cet-15327	86	27	fermentation	fermentation	NOUN
cet-15327	86	28	,	,	PUNCT
cet-15327	86	29	which	which	PRON
cet-15327	86	30	is	be	AUX
cet-15327	86	31	desirable	desirable	ADJ
cet-15327	86	32	from	from	ADP
cet-15327	86	33	the	the	DET
cet-15327	86	34	point	point	NOUN
cet-15327	86	35	of	of	ADP
cet-15327	86	36	view	view	NOUN
cet-15327	86	37	of	of	ADP
cet-15327	86	38	the	the	DET
cet-15327	86	39	final	final	ADJ
cet-15327	86	40	quality	quality	NOUN
cet-15327	86	41	of	of	ADP
cet-15327	86	42	the	the	DET
cet-15327	86	43	fermented	ferment	VERB
cet-15327	86	44	cocoa	cocoa	NOUN
cet-15327	86	45	.	.	PUNCT
cet-15327	87	1	table	table	NOUN
cet-15327	87	2	3	3	NUM
cet-15327	87	3	:	:	PUNCT
cet-15327	87	4	average	average	ADJ
cet-15327	87	5	values	value	NOUN
cet-15327	87	6	for	for	ADP
cet-15327	87	7	fermentations	fermentation	NOUN
cet-15327	87	8	using	use	VERB
cet-15327	87	9	box	box	NOUN
cet-15327	87	10	and	and	CCONJ
cet-15327	87	11	drum	drum	VERB
cet-15327	87	12	fermenters	fermenter	NOUN
cet-15327	87	13	time	time	NOUN
cet-15327	87	14	(	(	PUNCT
cet-15327	87	15	h	h	NOUN
cet-15327	87	16	)	)	PUNCT
cet-15327	87	17	box	box	PROPN
cet-15327	87	18	drum	drum	PROPN
cet-15327	87	19	box	box	PROPN
cet-15327	87	20	drum	drum	PROPN
cet-15327	87	21	box	box	PROPN
cet-15327	87	22	drum	drum	PROPN
cet-15327	87	23	0	0	PUNCT
cet-15327	88	1	28.0±0.01	28.0±0.01	NUM
cet-15327	88	2	30.0±0.00	30.0±0.00	NUM
cet-15327	88	3	4.7±0.01	4.7±0.01	NUM
cet-15327	88	4	4.2±0.03	4.2±0.03	NUM
cet-15327	88	5	16.6±0.00	16.6±0.00	NUM
cet-15327	88	6	17.1±0.01	17.1±0.01	NUM
cet-15327	88	7	24	24	NUM
cet-15327	88	8	33.0±0.01	33.0±0.01	NUM
cet-15327	88	9	35.0±0.00	35.0±0.00	NUM
cet-15327	88	10	3.9±0.00	3.9±0.00	NUM
cet-15327	88	11	3.8±0.01	3.8±0.01	NUM
cet-15327	88	12	13.0±0.00	13.0±0.00	NUM
cet-15327	88	13	17.0±0.00	17.0±0.00	NUM
cet-15327	88	14	48	48	NUM
cet-15327	88	15	36.5±0.01	36.5±0.01	NUM
cet-15327	88	16	45.0±0.00	45.0±0.00	NUM
cet-15327	88	17	4.5±0.01	4.5±0.01	NUM
cet-15327	88	18	4.8±0.03	4.8±0.03	NUM
cet-15327	88	19	12.5±0.00	12.5±0.00	NUM
cet-15327	88	20	14.9±0.07	14.9±0.07	NUM
cet-15327	88	21	72	72	NUM
cet-15327	88	22	38.0±0.00	38.0±0.00	NUM
cet-15327	88	23	44.0±0.00	44.0±0.00	NUM
cet-15327	88	24	4.2±0.01	4.2±0.01	NUM
cet-15327	88	25	4.2±0.03	4.2±0.03	NUM
cet-15327	88	26	11.5±0.00	11.5±0.00	NUM
cet-15327	88	27	13.0±0.05	13.0±0.05	NUM
cet-15327	88	28	96	96	NUM
cet-15327	88	29	36.0±0.00	36.0±0.00	NUM
cet-15327	88	30	37.0±0.00	37.0±0.00	NUM
cet-15327	88	31	3.9±0.02	3.9±0.02	NUM
cet-15327	88	32	4.2±0.01	4.2±0.01	NUM
cet-15327	88	33	12.0±0.00	12.0±0.00	NUM
cet-15327	88	34	13.0±0.00	13.0±0.00	NUM
cet-15327	88	35	120	120	NUM
cet-15327	88	36	37.5±0.00	37.5±0.00	NUM
cet-15327	88	37	36.0±0.00	36.0±0.00	NUM
cet-15327	88	38	5.4±0.01	5.4±0.01	NUM
cet-15327	88	39	4.5±0.02	4.5±0.02	NUM
cet-15327	88	40	10.0±0.00	10.0±0.00	NUM
cet-15327	88	41	9.0±0.00	9.0±0.00	NUM
cet-15327	88	42	144	144	NUM
cet-15327	88	43	38.0±0.00	38.0±0.00	NUM
cet-15327	88	44	---6.1±0.01	---6.1±0.01	NOUN
cet-15327	88	45	---12.1±0.00	---12.1±0.00	NOUN
cet-15327	88	46	---	---	PUNCT
cet-15327	88	47	to	to	PART
cet-15327	88	48	illustrate	illustrate	VERB
cet-15327	88	49	what	what	PRON
cet-15327	88	50	happened	happen	VERB
cet-15327	88	51	during	during	ADP
cet-15327	88	52	the	the	DET
cet-15327	88	53	fermentation	fermentation	NOUN
cet-15327	88	54	of	of	ADP
cet-15327	88	55	the	the	DET
cet-15327	88	56	cocoa	cocoa	NOUN
cet-15327	88	57	beans	bean	NOUN
cet-15327	88	58	,	,	PUNCT
cet-15327	88	59	figure	figure	NOUN
cet-15327	88	60	2	2	NUM
cet-15327	88	61	shows	show	VERB
cet-15327	88	62	the	the	DET
cet-15327	88	63	grain	grain	NOUN
cet-15327	88	64	inside	inside	ADP
cet-15327	88	65	the	the	DET
cet-15327	88	66	two	two	NUM
cet-15327	88	67	fermenters	fermenter	NOUN
cet-15327	88	68	.	.	PUNCT
cet-15327	89	1	at	at	ADP
cet-15327	89	2	the	the	DET
cet-15327	89	3	beginning	beginning	NOUN
cet-15327	89	4	of	of	ADP
cet-15327	89	5	fermentation	fermentation	NOUN
cet-15327	89	6	,	,	PUNCT
cet-15327	89	7	the	the	DET
cet-15327	89	8	cocoa	cocoa	NOUN
cet-15327	89	9	beans	bean	NOUN
cet-15327	89	10	were	be	AUX
cet-15327	89	11	smooth	smooth	ADJ
cet-15327	89	12	,	,	PUNCT
cet-15327	89	13	free	free	ADJ
cet-15327	89	14	of	of	ADP
cet-15327	89	15	contaminants	contaminant	NOUN
cet-15327	89	16	,	,	PUNCT
cet-15327	89	17	and	and	CCONJ
cet-15327	89	18	had	have	VERB
cet-15327	89	19	a	a	DET
cet-15327	89	20	healthy	healthy	ADJ
cet-15327	89	21	appearance	appearance	NOUN
cet-15327	89	22	with	with	ADP
cet-15327	89	23	a	a	DET
cet-15327	89	24	creamy	creamy	ADJ
cet-15327	89	25	colour	colour	NOUN
cet-15327	89	26	.	.	PUNCT
cet-15327	90	1	as	as	SCONJ
cet-15327	90	2	fermentation	fermentation	NOUN
cet-15327	90	3	progressed	progress	VERB
cet-15327	90	4	,	,	PUNCT
cet-15327	90	5	the	the	DET
cet-15327	90	6	beans	bean	NOUN
cet-15327	90	7	darkened	darken	VERB
cet-15327	90	8	to	to	ADP
cet-15327	90	9	light	light	NOUN
cet-15327	90	10	or	or	CCONJ
cet-15327	90	11	dark	dark	ADJ
cet-15327	90	12	brown	brown	NOUN
cet-15327	90	13	,	,	PUNCT
cet-15327	90	14	became	become	VERB
cet-15327	90	15	rough	rough	ADJ
cet-15327	90	16	in	in	ADP
cet-15327	90	17	texture	texture	NOUN
cet-15327	90	18	,	,	PUNCT
cet-15327	90	19	and	and	CCONJ
cet-15327	90	20	showed	show	VERB
cet-15327	90	21	significant	significant	ADJ
cet-15327	90	22	mucilage	mucilage	NOUN
cet-15327	90	23	loss	loss	NOUN
cet-15327	90	24	,	,	PUNCT
cet-15327	90	25	a	a	DET
cet-15327	90	26	natural	natural	ADJ
cet-15327	90	27	result	result	NOUN
cet-15327	90	28	of	of	ADP
cet-15327	90	29	the	the	DET
cet-15327	90	30	process	process	NOUN
cet-15327	90	31	.	.	PUNCT
cet-15327	91	1	in	in	ADP
cet-15327	91	2	the	the	DET
cet-15327	91	3	end	end	NOUN
cet-15327	91	4	,	,	PUNCT
cet-15327	91	5	the	the	DET
cet-15327	91	6	beans	bean	NOUN
cet-15327	91	7	were	be	AUX
cet-15327	91	8	free	free	ADJ
cet-15327	91	9	of	of	ADP
cet-15327	91	10	molds	mold	NOUN
cet-15327	91	11	or	or	CCONJ
cet-15327	91	12	insects	insect	NOUN
cet-15327	91	13	,	,	PUNCT
cet-15327	91	14	with	with	ADP
cet-15327	91	15	an	an	DET
cet-15327	91	16	easier	easy	ADJ
cet-15327	91	17	-	-	PUNCT
cet-15327	91	18	to	to	AUX
cet-15327	91	19	-	-	PUNCT
cet-15327	91	20	cut	cut	VERB
cet-15327	91	21	texture	texture	NOUN
cet-15327	91	22	and	and	CCONJ
cet-15327	91	23	clear	clear	ADJ
cet-15327	91	24	fermentation	fermentation	NOUN
cet-15327	91	25	characteristics	characteristic	NOUN
cet-15327	91	26	(	(	PUNCT
cet-15327	91	27	simo	simo	NOUN
cet-15327	91	28	-	-	PUNCT
cet-15327	91	29	tagne	tagne	NOUN
cet-15327	91	30	et	et	PROPN
cet-15327	91	31	al	al	PROPN
cet-15327	91	32	.	.	PROPN
cet-15327	91	33	,	,	PUNCT
cet-15327	91	34	2022	2022	NUM
cet-15327	91	35	)	)	PUNCT
cet-15327	91	36	.	.	PUNCT
cet-15327	92	1	(	(	PUNCT
cet-15327	92	2	a	a	X
cet-15327	92	3	)	)	PUNCT
cet-15327	92	4	(	(	PUNCT
cet-15327	92	5	b	b	X
cet-15327	92	6	)	)	PUNCT
cet-15327	92	7	figure	figure	NOUN
cet-15327	92	8	2	2	NUM
cet-15327	92	9	external	external	ADJ
cet-15327	92	10	sensory	sensory	ADJ
cet-15327	92	11	characteristics	characteristic	NOUN
cet-15327	92	12	inside	inside	ADP
cet-15327	92	13	rotary	rotary	NOUN
cet-15327	92	14	fermenter	fermenter	NOUN
cet-15327	92	15	(	(	PUNCT
cet-15327	92	16	a	a	NOUN
cet-15327	92	17	)	)	PUNCT
cet-15327	92	18	and	and	CCONJ
cet-15327	92	19	box	box	NOUN
cet-15327	92	20	fermenter	fermenter	NOUN
cet-15327	92	21	(	(	PUNCT
cet-15327	92	22	b	b	NOUN
cet-15327	92	23	)	)	PUNCT
cet-15327	92	24	cutting	cut	VERB
cet-15327	92	25	tests	test	NOUN
cet-15327	92	26	conducted	conduct	VERB
cet-15327	92	27	every	every	DET
cet-15327	92	28	24	24	NUM
cet-15327	92	29	hours	hour	NOUN
cet-15327	92	30	showed	show	VERB
cet-15327	92	31	that	that	SCONJ
cet-15327	92	32	beans	bean	NOUN
cet-15327	92	33	in	in	ADP
cet-15327	92	34	the	the	DET
cet-15327	92	35	rotary	rotary	NOUN
cet-15327	92	36	fermenter	fermenter	NOUN
cet-15327	92	37	initially	initially	ADV
cet-15327	92	38	had	have	VERB
cet-15327	92	39	a	a	DET
cet-15327	92	40	smooth	smooth	ADJ
cet-15327	92	41	,	,	PUNCT
cet-15327	92	42	uniform	uniform	ADJ
cet-15327	92	43	interior	interior	NOUN
cet-15327	92	44	with	with	ADP
cet-15327	92	45	a	a	DET
cet-15327	92	46	purple	purple	ADJ
cet-15327	92	47	colour	colour	NOUN
cet-15327	92	48	,	,	PUNCT
cet-15327	92	49	a	a	DET
cet-15327	92	50	live	live	ADJ
cet-15327	92	51	embryo	embryo	NOUN
cet-15327	92	52	,	,	PUNCT
cet-15327	92	53	and	and	CCONJ
cet-15327	92	54	a	a	DET
cet-15327	92	55	fruity	fruity	NOUN
cet-15327	92	56	aroma	aroma	NOUN
cet-15327	92	57	.	.	PUNCT
cet-15327	93	1	as	as	SCONJ
cet-15327	93	2	fermentation	fermentation	NOUN
cet-15327	93	3	progressed	progress	VERB
cet-15327	93	4	,	,	PUNCT
cet-15327	93	5	the	the	DET
cet-15327	93	6	beans	bean	NOUN
cet-15327	93	7	turned	turn	VERB
cet-15327	93	8	brown	brown	ADJ
cet-15327	93	9	,	,	PUNCT
cet-15327	93	10	indicating	indicate	VERB
cet-15327	93	11	successful	successful	ADJ
cet-15327	93	12	biochemical	biochemical	ADJ
cet-15327	93	13	reactions	reaction	NOUN
cet-15327	93	14	,	,	PUNCT
cet-15327	93	15	and	and	CCONJ
cet-15327	93	16	after	after	ADP
cet-15327	93	17	120	120	NUM
cet-15327	93	18	hours	hour	NOUN
cet-15327	93	19	,	,	PUNCT
cet-15327	93	20	the	the	DET
cet-15327	93	21	embryo	embryo	NOUN
cet-15327	93	22	died	die	VERB
cet-15327	93	23	,	,	PUNCT
cet-15327	93	24	resulting	result	VERB
cet-15327	93	25	in	in	ADP
cet-15327	93	26	wellfermented	wellfermented	ADJ
cet-15327	93	27	beans	bean	NOUN
cet-15327	93	28	with	with	ADP
cet-15327	93	29	a	a	DET
cet-15327	93	30	rough	rough	ADJ
cet-15327	93	31	texture	texture	NOUN
cet-15327	93	32	and	and	CCONJ
cet-15327	93	33	acetic	acetic	ADJ
cet-15327	93	34	fermentation	fermentation	NOUN
cet-15327	93	35	aroma	aroma	NOUN
cet-15327	93	36	.	.	PUNCT
cet-15327	94	1	in	in	ADP
cet-15327	94	2	the	the	DET
cet-15327	94	3	traditional	traditional	ADJ
cet-15327	94	4	fermenter	fermenter	NOUN
cet-15327	94	5	,	,	PUNCT
cet-15327	94	6	the	the	DET
cet-15327	94	7	beans	bean	NOUN
cet-15327	94	8	started	start	VERB
cet-15327	94	9	with	with	ADP
cet-15327	94	10	a	a	DET
cet-15327	94	11	smooth	smooth	ADJ
cet-15327	94	12	,	,	PUNCT
cet-15327	94	13	dark	dark	ADJ
cet-15327	94	14	purple	purple	ADJ
cet-15327	94	15	interior	interior	NOUN
cet-15327	94	16	and	and	CCONJ
cet-15327	94	17	a	a	DET
cet-15327	94	18	skin	skin	NOUN
cet-15327	94	19	that	that	PRON
cet-15327	94	20	was	be	AUX
cet-15327	94	21	difficult	difficult	ADJ
cet-15327	94	22	to	to	PART
cet-15327	94	23	peel	peel	VERB
cet-15327	94	24	(	(	PUNCT
cet-15327	94	25	utrilla	utrilla	NOUN
cet-15327	94	26	-	-	PUNCT
cet-15327	94	27	vázquez	vázquez	NOUN
cet-15327	94	28	et	et	PROPN
cet-15327	94	29	al	al	PROPN
cet-15327	94	30	.	.	PROPN
cet-15327	94	31	,	,	PUNCT
cet-15327	94	32	2020	2020	NUM
cet-15327	94	33	)	)	PUNCT
cet-15327	94	34	.	.	PUNCT
cet-15327	95	1	over	over	ADP
cet-15327	95	2	time	time	NOUN
cet-15327	95	3	,	,	PUNCT
cet-15327	95	4	they	they	PRON
cet-15327	95	5	lightened	lighten	VERB
cet-15327	95	6	to	to	ADP
cet-15327	95	7	a	a	DET
cet-15327	95	8	brownish	brownish	ADJ
cet-15327	95	9	hue	hue	NOUN
cet-15327	95	10	but	but	CCONJ
cet-15327	95	11	lacked	lack	VERB
cet-15327	95	12	key	key	ADJ
cet-15327	95	13	fermentation	fermentation	NOUN
cet-15327	95	14	characteristics	characteristic	NOUN
cet-15327	95	15	after	after	ADP
cet-15327	95	16	120	120	NUM
cet-15327	95	17	hours	hour	NOUN
cet-15327	95	18	,	,	PUNCT
cet-15327	95	19	requiring	require	VERB
cet-15327	95	20	an	an	DET
cet-15327	95	21	temperature	temperature	NOUN
cet-15327	95	22	(	(	PUNCT
cet-15327	95	23	°	°	ADP
cet-15327	95	24	c	c	NOUN
cet-15327	95	25	)	)	PUNCT
cet-15327	95	26	ph	ph	ADJ
cet-15327	95	27	brix	brix	NOUN
cet-15327	95	28	degrees	degree	VERB
cet-15327	95	29	460	460	NUM
cet-15327	95	30	additional	additional	ADJ
cet-15327	95	31	24	24	NUM
cet-15327	95	32	hours	hour	NOUN
cet-15327	95	33	to	to	PART
cet-15327	95	34	complete	complete	VERB
cet-15327	95	35	.	.	PUNCT
cet-15327	96	1	at	at	ADP
cet-15327	96	2	144	144	NUM
cet-15327	96	3	hours	hour	NOUN
cet-15327	96	4	,	,	PUNCT
cet-15327	96	5	the	the	DET
cet-15327	96	6	beans	bean	NOUN
cet-15327	96	7	had	have	VERB
cet-15327	96	8	a	a	DET
cet-15327	96	9	porous	porous	ADJ
cet-15327	96	10	interior	interior	NOUN
cet-15327	96	11	,	,	PUNCT
cet-15327	96	12	acetic	acetic	ADJ
cet-15327	96	13	aromas	aroma	NOUN
cet-15327	96	14	,	,	PUNCT
cet-15327	96	15	and	and	CCONJ
cet-15327	96	16	no	no	DET
cet-15327	96	17	impurities	impurity	NOUN
cet-15327	96	18	.	.	PUNCT
cet-15327	97	1	this	this	PRON
cet-15327	97	2	is	be	AUX
cet-15327	97	3	shown	show	VERB
cet-15327	97	4	in	in	ADP
cet-15327	97	5	figure	figure	NOUN
cet-15327	97	6	3	3	NUM
cet-15327	97	7	.	.	PUNCT
cet-15327	98	1	(	(	PUNCT
cet-15327	98	2	a	a	X
cet-15327	98	3	)	)	PUNCT
cet-15327	98	4	(	(	PUNCT
cet-15327	98	5	b	b	X
cet-15327	98	6	)	)	PUNCT
cet-15327	98	7	figure	figure	NOUN
cet-15327	98	8	3	3	NUM
cet-15327	98	9	:	:	PUNCT
cet-15327	98	10	internal	internal	ADJ
cet-15327	98	11	sensory	sensory	ADJ
cet-15327	98	12	characteristics	characteristic	NOUN
cet-15327	98	13	inside	inside	ADP
cet-15327	98	14	rotary	rotary	NOUN
cet-15327	98	15	fermenter	fermenter	NOUN
cet-15327	98	16	(	(	PUNCT
cet-15327	98	17	a	a	NOUN
cet-15327	98	18	)	)	PUNCT
cet-15327	98	19	and	and	CCONJ
cet-15327	98	20	box	box	NOUN
cet-15327	98	21	fermenter	fermenter	NOUN
cet-15327	98	22	(	(	PUNCT
cet-15327	98	23	b	b	NOUN
cet-15327	98	24	)	)	PUNCT
cet-15327	98	25	3.3	3.3	NUM
cet-15327	98	26	cocoa	cocoa	NOUN
cet-15327	98	27	dryer	dryer	NOUN
cet-15327	98	28	design	design	NOUN
cet-15327	98	29	,	,	PUNCT
cet-15327	98	30	construction	construction	NOUN
cet-15327	98	31	,	,	PUNCT
cet-15327	98	32	and	and	CCONJ
cet-15327	98	33	test	test	NOUN
cet-15327	98	34	.	.	PUNCT
cet-15327	99	1	knowledge	knowledge	NOUN
cet-15327	99	2	was	be	AUX
cet-15327	99	3	exchanged	exchange	VERB
cet-15327	99	4	with	with	ADP
cet-15327	99	5	cocoa	cocoa	NOUN
cet-15327	99	6	producers	producer	NOUN
cet-15327	99	7	,	,	PUNCT
cet-15327	99	8	who	who	PRON
cet-15327	99	9	emphasized	emphasize	VERB
cet-15327	99	10	the	the	DET
cet-15327	99	11	importance	importance	NOUN
cet-15327	99	12	of	of	ADP
cet-15327	99	13	the	the	DET
cet-15327	99	14	sensory	sensory	ADJ
cet-15327	99	15	part	part	NOUN
cet-15327	99	16	when	when	SCONJ
cet-15327	99	17	explaining	explain	VERB
cet-15327	99	18	the	the	DET
cet-15327	99	19	reality	reality	NOUN
cet-15327	99	20	of	of	ADP
cet-15327	99	21	the	the	DET
cet-15327	99	22	process	process	NOUN
cet-15327	99	23	of	of	ADP
cet-15327	99	24	obtaining	obtain	VERB
cet-15327	99	25	cocoa	cocoa	NOUN
cet-15327	99	26	as	as	ADP
cet-15327	99	27	a	a	DET
cet-15327	99	28	raw	raw	ADJ
cet-15327	99	29	material	material	NOUN
cet-15327	99	30	for	for	ADP
cet-15327	99	31	chocolate	chocolate	NOUN
cet-15327	99	32	(	(	PUNCT
cet-15327	99	33	faborode	faborode	NOUN
cet-15327	99	34	et	et	PROPN
cet-15327	99	35	al	al	PROPN
cet-15327	99	36	.	.	PROPN
cet-15327	99	37	,	,	PUNCT
cet-15327	99	38	1995	1995	NUM
cet-15327	99	39	)	)	PUNCT
cet-15327	99	40	.	.	PUNCT
cet-15327	100	1	this	this	DET
cet-15327	100	2	exchange	exchange	NOUN
cet-15327	100	3	of	of	ADP
cet-15327	100	4	empirical	empirical	ADJ
cet-15327	100	5	and	and	CCONJ
cet-15327	100	6	technical	technical	ADJ
cet-15327	100	7	knowledge	knowledge	NOUN
cet-15327	100	8	led	lead	VERB
cet-15327	100	9	to	to	ADP
cet-15327	100	10	a	a	DET
cet-15327	100	11	reassessment	reassessment	NOUN
cet-15327	100	12	of	of	ADP
cet-15327	100	13	dryer	dryer	NOUN
cet-15327	100	14	design	design	NOUN
cet-15327	100	15	.	.	PUNCT
cet-15327	101	1	thus	thus	ADV
cet-15327	101	2	,	,	PUNCT
cet-15327	101	3	a	a	DET
cet-15327	101	4	greenhouse	greenhouse	NOUN
cet-15327	101	5	dryer	dryer	NOUN
cet-15327	101	6	for	for	ADP
cet-15327	101	7	fermented	ferment	VERB
cet-15327	101	8	cocoa	cocoa	NOUN
cet-15327	101	9	beans	bean	NOUN
cet-15327	101	10	was	be	AUX
cet-15327	101	11	designed	design	VERB
cet-15327	101	12	using	use	VERB
cet-15327	101	13	autodesk	autodesk	PROPN
cet-15327	101	14	inventors	inventor	NOUN
cet-15327	101	15	software	software	NOUN
cet-15327	101	16	and	and	CCONJ
cet-15327	101	17	built	build	VERB
cet-15327	101	18	by	by	ADP
cet-15327	101	19	a	a	DET
cet-15327	101	20	carpenter	carpenter	NOUN
cet-15327	101	21	using	use	VERB
cet-15327	101	22	white	white	ADJ
cet-15327	101	23	wood	wood	NOUN
cet-15327	101	24	(	(	PUNCT
cet-15327	101	25	anacardium	anacardium	NOUN
cet-15327	101	26	excelsum	excelsum	PROPN
cet-15327	101	27	)	)	PUNCT
cet-15327	101	28	and	and	CCONJ
cet-15327	101	29	polypropylene	polypropylene	NOUN
cet-15327	101	30	(	(	PUNCT
cet-15327	101	31	puello	puello	NOUN
cet-15327	101	32	-	-	PUNCT
cet-15327	101	33	méndez	méndez	NOUN
cet-15327	101	34	et	et	PROPN
cet-15327	101	35	al	al	PROPN
cet-15327	101	36	.	.	PROPN
cet-15327	101	37	,	,	PUNCT
cet-15327	101	38	2017	2017	NUM
cet-15327	101	39	)	)	PUNCT
cet-15327	101	40	.	.	PUNCT
cet-15327	102	1	it	it	PRON
cet-15327	102	2	was	be	AUX
cet-15327	102	3	considered	consider	VERB
cet-15327	102	4	information	information	NOUN
cet-15327	102	5	related	relate	VERB
cet-15327	102	6	to	to	ADP
cet-15327	102	7	drying	dry	VERB
cet-15327	102	8	flux	flux	NOUN
cet-15327	102	9	and	and	CCONJ
cet-15327	102	10	speed	speed	NOUN
cet-15327	102	11	.	.	PUNCT
cet-15327	103	1	this	this	DET
cet-15327	103	2	step	step	NOUN
cet-15327	103	3	is	be	AUX
cet-15327	103	4	aimed	aim	VERB
cet-15327	103	5	at	at	ADP
cet-15327	103	6	removing	remove	VERB
cet-15327	103	7	moisture	moisture	NOUN
cet-15327	103	8	but	but	CCONJ
cet-15327	103	9	also	also	ADV
cet-15327	103	10	promoting	promote	VERB
cet-15327	103	11	a	a	DET
cet-15327	103	12	mass	mass	ADJ
cet-15327	103	13	transfer	transfer	NOUN
cet-15327	103	14	of	of	ADP
cet-15327	103	15	volatile	volatile	ADJ
cet-15327	103	16	and	and	CCONJ
cet-15327	103	17	non	non	ADJ
cet-15327	103	18	-	-	ADJ
cet-15327	103	19	volatile	volatile	ADJ
cet-15327	103	20	substances	substance	NOUN
cet-15327	103	21	present	present	ADJ
cet-15327	103	22	in	in	ADP
cet-15327	103	23	the	the	DET
cet-15327	103	24	wood	wood	NOUN
cet-15327	103	25	,	,	PUNCT
cet-15327	103	26	which	which	PRON
cet-15327	103	27	are	be	AUX
cet-15327	103	28	transferred	transfer	VERB
cet-15327	103	29	to	to	ADP
cet-15327	103	30	the	the	DET
cet-15327	103	31	cocoa	cocoa	NOUN
cet-15327	103	32	during	during	ADP
cet-15327	103	33	drying	dry	VERB
cet-15327	103	34	.	.	PUNCT
cet-15327	104	1	at	at	ADP
cet-15327	104	2	this	this	DET
cet-15327	104	3	stage	stage	NOUN
cet-15327	104	4	,	,	PUNCT
cet-15327	104	5	the	the	DET
cet-15327	104	6	company	company	NOUN
cet-15327	104	7	lusotec	lusotec	VERB
cet-15327	104	8	,	,	PUNCT
cet-15327	104	9	a	a	DET
cet-15327	104	10	partner	partner	NOUN
cet-15327	104	11	in	in	ADP
cet-15327	104	12	the	the	DET
cet-15327	104	13	project	project	NOUN
cet-15327	104	14	,	,	PUNCT
cet-15327	104	15	provided	provide	VERB
cet-15327	104	16	valuable	valuable	ADJ
cet-15327	104	17	information	information	NOUN
cet-15327	104	18	for	for	ADP
cet-15327	104	19	the	the	DET
cet-15327	104	20	calculation	calculation	NOUN
cet-15327	104	21	of	of	ADP
cet-15327	104	22	the	the	DET
cet-15327	104	23	energy	energy	NOUN
cet-15327	104	24	consumption	consumption	NOUN
cet-15327	104	25	and	and	CCONJ
cet-15327	104	26	the	the	DET
cet-15327	104	27	sizing	sizing	NOUN
cet-15327	104	28	of	of	ADP
cet-15327	104	29	the	the	DET
cet-15327	104	30	dryer	dryer	NOUN
cet-15327	104	31	for	for	ADP
cet-15327	104	32	the	the	DET
cet-15327	104	33	project	project	NOUN
cet-15327	104	34	,	,	PUNCT
cet-15327	104	35	as	as	ADV
cet-15327	104	36	well	well	ADV
cet-15327	104	37	as	as	ADP
cet-15327	104	38	the	the	DET
cet-15327	104	39	loan	loan	NOUN
cet-15327	104	40	of	of	ADP
cet-15327	104	41	solar	solar	ADJ
cet-15327	104	42	panels	panel	NOUN
cet-15327	104	43	to	to	PART
cet-15327	104	44	evaluate	evaluate	VERB
cet-15327	104	45	their	their	PRON
cet-15327	104	46	use	use	NOUN
cet-15327	104	47	for	for	ADP
cet-15327	104	48	the	the	DET
cet-15327	104	49	potential	potential	ADJ
cet-15327	104	50	use	use	NOUN
cet-15327	104	51	of	of	ADP
cet-15327	104	52	a	a	DET
cet-15327	104	53	solar	solar	ADJ
cet-15327	104	54	energy	energy	NOUN
cet-15327	104	55	system	system	NOUN
cet-15327	104	56	.	.	PUNCT
cet-15327	105	1	figure	figure	NOUN
cet-15327	105	2	4	4	NUM
cet-15327	105	3	shows	show	VERB
cet-15327	105	4	the	the	DET
cet-15327	105	5	greenhouse	greenhouse	NOUN
cet-15327	105	6	drying	dry	VERB
cet-15327	105	7	process	process	NOUN
cet-15327	105	8	.	.	PUNCT
cet-15327	106	1	figure	figure	VERB
cet-15327	106	2	4	4	NUM
cet-15327	106	3	:	:	PUNCT
cet-15327	106	4	designed	design	VERB
cet-15327	106	5	greenhouse	greenhouse	NOUN
cet-15327	106	6	dryer	dryer	NOUN
cet-15327	106	7	connected	connect	VERB
cet-15327	106	8	to	to	ADP
cet-15327	106	9	a	a	DET
cet-15327	106	10	solar	solar	ADJ
cet-15327	106	11	panel	panel	NOUN
cet-15327	106	12	and	and	CCONJ
cet-15327	106	13	two	two	NUM
cet-15327	106	14	electrical	electrical	ADJ
cet-15327	106	15	fans	fan	NOUN
cet-15327	106	16	.	.	PUNCT
cet-15327	107	1	the	the	DET
cet-15327	107	2	drying	dry	VERB
cet-15327	107	3	process	process	NOUN
cet-15327	107	4	is	be	AUX
cet-15327	107	5	carried	carry	VERB
cet-15327	107	6	out	out	ADP
cet-15327	107	7	in	in	ADP
cet-15327	107	8	less	less	ADJ
cet-15327	107	9	time	time	NOUN
cet-15327	107	10	than	than	ADP
cet-15327	107	11	the	the	DET
cet-15327	107	12	process	process	NOUN
cet-15327	107	13	in	in	ADP
cet-15327	107	14	the	the	DET
cet-15327	107	15	shade	shade	NOUN
cet-15327	107	16	.	.	PUNCT
cet-15327	108	1	it	it	PRON
cet-15327	108	2	is	be	AUX
cet-15327	108	3	recommended	recommend	VERB
cet-15327	108	4	that	that	SCONJ
cet-15327	108	5	the	the	DET
cet-15327	108	6	process	process	NOUN
cet-15327	108	7	be	be	AUX
cet-15327	108	8	carried	carry	VERB
cet-15327	108	9	out	out	ADP
cet-15327	108	10	at	at	ADP
cet-15327	108	11	the	the	DET
cet-15327	108	12	maximum	maximum	ADJ
cet-15327	108	13	temperature	temperature	NOUN
cet-15327	108	14	and	and	CCONJ
cet-15327	108	15	speed	speed	NOUN
cet-15327	108	16	of	of	ADP
cet-15327	108	17	the	the	DET
cet-15327	108	18	fans	fan	NOUN
cet-15327	108	19	;	;	PUNCT
cet-15327	108	20	the	the	DET
cet-15327	108	21	nominal	nominal	ADJ
cet-15327	108	22	power	power	NOUN
cet-15327	108	23	of	of	ADP
cet-15327	108	24	5.01	5.01	NUM
cet-15327	108	25	kwh	kwh	NUM
cet-15327	108	26	/	/	SYM
cet-15327	108	27	day	day	NOUN
cet-15327	108	28	was	be	AUX
cet-15327	108	29	taken	take	VERB
cet-15327	108	30	,	,	PUNCT
cet-15327	108	31	requiring	require	VERB
cet-15327	108	32	four	four	NUM
cet-15327	108	33	solar	solar	ADJ
cet-15327	108	34	panels	panel	NOUN
cet-15327	108	35	and	and	CCONJ
cet-15327	108	36	five	five	NUM
cet-15327	108	37	batteries	battery	NOUN
cet-15327	108	38	,	,	PUNCT
cet-15327	108	39	representing	represent	VERB
cet-15327	108	40	a	a	DET
cet-15327	108	41	high	high	ADJ
cet-15327	108	42	investment	investment	NOUN
cet-15327	108	43	for	for	ADP
cet-15327	108	44	local	local	ADJ
cet-15327	108	45	cocoa	cocoa	NOUN
cet-15327	108	46	producers	producer	NOUN
cet-15327	108	47	.	.	PUNCT
cet-15327	109	1	this	this	DET
cet-15327	109	2	dryer	dryer	NOUN
cet-15327	109	3	provides	provide	VERB
cet-15327	109	4	a	a	DET
cet-15327	109	5	more	more	ADV
cet-15327	109	6	hygienic	hygienic	ADJ
cet-15327	109	7	drying	dry	VERB
cet-15327	109	8	process	process	NOUN
cet-15327	109	9	compared	compare	VERB
cet-15327	109	10	to	to	ADP
cet-15327	109	11	the	the	DET
cet-15327	109	12	traditional	traditional	ADJ
cet-15327	109	13	open	open	ADJ
cet-15327	109	14	-	-	PUNCT
cet-15327	109	15	air	air	NOUN
cet-15327	109	16	process	process	NOUN
cet-15327	109	17	,	,	PUNCT
cet-15327	109	18	where	where	SCONJ
cet-15327	109	19	there	there	PRON
cet-15327	109	20	is	be	VERB
cet-15327	109	21	a	a	DET
cet-15327	109	22	possibility	possibility	NOUN
cet-15327	109	23	of	of	ADP
cet-15327	109	24	contamination	contamination	NOUN
cet-15327	109	25	of	of	ADP
cet-15327	109	26	the	the	DET
cet-15327	109	27	beans	bean	NOUN
cet-15327	109	28	with	with	ADP
cet-15327	109	29	insects	insect	NOUN
cet-15327	109	30	,	,	PUNCT
cet-15327	109	31	wind	wind	NOUN
cet-15327	109	32	,	,	PUNCT
cet-15327	109	33	and	and	CCONJ
cet-15327	109	34	soil	soil	NOUN
cet-15327	109	35	dirt	dirt	NOUN
cet-15327	109	36	,	,	PUNCT
cet-15327	109	37	as	as	ADV
cet-15327	109	38	well	well	ADV
cet-15327	109	39	as	as	ADP
cet-15327	109	40	animal	animal	NOUN
cet-15327	109	41	feces	fece	NOUN
cet-15327	109	42	.	.	PUNCT
cet-15327	110	1	the	the	DET
cet-15327	110	2	energy	energy	NOUN
cet-15327	110	3	consumption	consumption	NOUN
cet-15327	110	4	of	of	ADP
cet-15327	110	5	the	the	DET
cet-15327	110	6	drying	dry	VERB
cet-15327	110	7	process	process	NOUN
cet-15327	110	8	is	be	AUX
cet-15327	110	9	influenced	influence	VERB
cet-15327	110	10	by	by	ADP
cet-15327	110	11	the	the	DET
cet-15327	110	12	convection	convection	NOUN
cet-15327	110	13	generated	generate	VERB
cet-15327	110	14	by	by	ADP
cet-15327	110	15	the	the	DET
cet-15327	110	16	fans	fan	NOUN
cet-15327	110	17	(	(	PUNCT
cet-15327	110	18	kinetic	kinetic	ADJ
cet-15327	110	19	energy	energy	NOUN
cet-15327	110	20	)	)	PUNCT
cet-15327	110	21	and	and	CCONJ
cet-15327	110	22	the	the	DET
cet-15327	110	23	thermal	thermal	ADJ
cet-15327	110	24	energy	energy	NOUN
cet-15327	110	25	generated	generate	VERB
cet-15327	110	26	by	by	ADP
cet-15327	110	27	their	their	PRON
cet-15327	110	28	resistances	resistance	NOUN
cet-15327	110	29	.	.	PUNCT
cet-15327	111	1	it	it	PRON
cet-15327	111	2	should	should	AUX
cet-15327	111	3	be	be	AUX
cet-15327	111	4	emphasized	emphasize	VERB
cet-15327	111	5	that	that	SCONJ
cet-15327	111	6	the	the	DET
cet-15327	111	7	lowest	low	ADJ
cet-15327	111	8	energy	energy	NOUN
cet-15327	111	9	consumption	consumption	NOUN
cet-15327	111	10	was	be	AUX
cet-15327	111	11	obtained	obtain	VERB
cet-15327	111	12	in	in	ADP
cet-15327	111	13	tests	test	NOUN
cet-15327	111	14	with	with	ADP
cet-15327	111	15	maximum	maximum	ADJ
cet-15327	111	16	temperature	temperature	NOUN
cet-15327	111	17	and	and	CCONJ
cet-15327	111	18	speed	speed	NOUN
cet-15327	111	19	in	in	ADP
cet-15327	111	20	the	the	DET
cet-15327	111	21	sun	sun	NOUN
cet-15327	111	22	,	,	PUNCT
cet-15327	111	23	with	with	ADP
cet-15327	111	24	a	a	DET
cet-15327	111	25	consumption	consumption	NOUN
cet-15327	111	26	of	of	ADP
cet-15327	111	27	1,789	1,789	NUM
cet-15327	111	28	j	j	NOUN
cet-15327	111	29	in	in	ADP
cet-15327	111	30	the	the	DET
cet-15327	111	31	shade	shade	NOUN
cet-15327	111	32	.	.	PUNCT
cet-15327	112	1	in	in	ADP
cet-15327	112	2	contrast	contrast	NOUN
cet-15327	112	3	,	,	PUNCT
cet-15327	112	4	those	those	PRON
cet-15327	112	5	in	in	ADP
cet-15327	112	6	the	the	DET
cet-15327	112	7	shade	shade	NOUN
cet-15327	112	8	generated	generate	VERB
cet-15327	112	9	a	a	DET
cet-15327	112	10	higher	high	ADJ
cet-15327	112	11	consumption	consumption	NOUN
cet-15327	112	12	of	of	ADP
cet-15327	112	13	29,501	29,501	NUM
cet-15327	112	14	j.	j.	PROPN
cet-15327	112	15	configurations	configuration	NOUN
cet-15327	112	16	at	at	ADP
cet-15327	112	17	the	the	DET
cet-15327	112	18	lowest	low	ADJ
cet-15327	112	19	temperature	temperature	NOUN
cet-15327	112	20	is	be	AUX
cet-15327	112	21	not	not	PART
cet-15327	112	22	recommended	recommend	VERB
cet-15327	112	23	,	,	PUNCT
cet-15327	112	24	since	since	SCONJ
cet-15327	112	25	drying	dry	VERB
cet-15327	112	26	takes	take	VERB
cet-15327	112	27	up	up	ADP
cet-15327	112	28	to	to	PART
cet-15327	112	29	20	20	NUM
cet-15327	112	30	times	time	NOUN
cet-15327	112	31	longer	long	ADV
cet-15327	112	32	in	in	ADP
cet-15327	112	33	the	the	DET
cet-15327	112	34	shade	shade	NOUN
cet-15327	112	35	than	than	ADP
cet-15327	112	36	in	in	ADP
cet-15327	112	37	configurations	configuration	NOUN
cet-15327	112	38	at	at	ADP
cet-15327	112	39	the	the	DET
cet-15327	112	40	highest	high	ADJ
cet-15327	112	41	temperature	temperature	NOUN
cet-15327	112	42	.	.	PUNCT
cet-15327	113	1	the	the	DET
cet-15327	113	2	most	most	ADV
cet-15327	113	3	noticeable	noticeable	ADJ
cet-15327	113	4	change	change	NOUN
cet-15327	113	5	in	in	ADP
cet-15327	113	6	the	the	DET
cet-15327	113	7	process	process	NOUN
cet-15327	113	8	is	be	AUX
cet-15327	113	9	the	the	DET
cet-15327	113	10	drying	dry	VERB
cet-15327	113	11	time	time	NOUN
cet-15327	113	12	,	,	PUNCT
cet-15327	113	13	which	which	PRON
cet-15327	113	14	went	go	VERB
cet-15327	113	15	from	from	ADP
cet-15327	113	16	a	a	DET
cet-15327	113	17	range	range	NOUN
cet-15327	113	18	of	of	ADP
cet-15327	113	19	4	4	NUM
cet-15327	113	20	to	to	PART
cet-15327	113	21	7	7	NUM
cet-15327	113	22	days	day	NOUN
cet-15327	113	23	in	in	ADP
cet-15327	113	24	traditional	traditional	ADJ
cet-15327	113	25	solar	solar	ADJ
cet-15327	113	26	drying	dry	VERB
cet-15327	113	27	to	to	ADP
cet-15327	113	28	less	less	ADJ
cet-15327	113	29	than	than	ADP
cet-15327	113	30	22	22	NUM
cet-15327	113	31	hours	hour	NOUN
cet-15327	113	32	of	of	ADP
cet-15327	113	33	drying	dry	VERB
cet-15327	113	34	to	to	PART
cet-15327	113	35	reach	reach	VERB
cet-15327	113	36	the	the	DET
cet-15327	113	37	expected	expect	VERB
cet-15327	113	38	moisture	moisture	NOUN
cet-15327	113	39	in	in	ADP
cet-15327	113	40	the	the	DET
cet-15327	113	41	bean	bean	NOUN
cet-15327	113	42	(	(	PUNCT
cet-15327	113	43	7	7	NUM
cet-15327	113	44	%	%	NOUN
cet-15327	113	45	)	)	PUNCT
cet-15327	113	46	;	;	PUNCT
cet-15327	113	47	the	the	DET
cet-15327	113	48	drying	dry	VERB
cet-15327	113	49	air	air	NOUN
cet-15327	113	50	temperature	temperature	NOUN
cet-15327	113	51	was	be	AUX
cet-15327	113	52	an	an	DET
cet-15327	113	53	average	average	NOUN
cet-15327	113	54	of	of	ADP
cet-15327	113	55	67.64	67.64	NUM
cet-15327	113	56	°	°	NOUN
cet-15327	113	57	c	c	NOUN
cet-15327	113	58	.	.	PUNCT
cet-15327	114	1	further	further	ADJ
cet-15327	114	2	tests	test	NOUN
cet-15327	114	3	should	should	AUX
cet-15327	114	4	be	be	AUX
cet-15327	114	5	carried	carry	VERB
cet-15327	114	6	out	out	ADP
cet-15327	114	7	to	to	PART
cet-15327	114	8	determine	determine	VERB
cet-15327	114	9	the	the	DET
cet-15327	114	10	recommended	recommend	VERB
cet-15327	114	11	air	air	NOUN
cet-15327	114	12	temperature	temperature	NOUN
cet-15327	114	13	to	to	PART
cet-15327	114	14	obtain	obtain	VERB
cet-15327	114	15	cocoa	cocoa	NOUN
cet-15327	114	16	beans	bean	NOUN
cet-15327	114	17	with	with	ADP
cet-15327	114	18	the	the	DET
cet-15327	114	19	expected	expect	VERB
cet-15327	114	20	quality	quality	NOUN
cet-15327	114	21	,	,	PUNCT
cet-15327	114	22	not	not	PART
cet-15327	114	23	only	only	ADV
cet-15327	114	24	at	at	ADP
cet-15327	114	25	the	the	DET
cet-15327	114	26	physicochemical	physicochemical	ADJ
cet-15327	114	27	level	level	NOUN
cet-15327	114	28	but	but	CCONJ
cet-15327	114	29	also	also	ADV
cet-15327	114	30	at	at	ADP
cet-15327	114	31	the	the	DET
cet-15327	114	32	sensory	sensory	ADJ
cet-15327	114	33	and	and	CCONJ
cet-15327	114	34	microbiological	microbiological	ADJ
cet-15327	114	35	levels	level	NOUN
cet-15327	114	36	.	.	PUNCT
cet-15327	115	1	4	4	X
cet-15327	115	2	.	.	X
cet-15327	115	3	conclusions	conclusion	NOUN
cet-15327	115	4	combining	combine	VERB
cet-15327	115	5	engineering	engineering	NOUN
cet-15327	115	6	with	with	ADP
cet-15327	115	7	the	the	DET
cet-15327	115	8	empirical	empirical	ADJ
cet-15327	115	9	knowledge	knowledge	NOUN
cet-15327	115	10	of	of	ADP
cet-15327	115	11	cocoa	cocoa	NOUN
cet-15327	115	12	producers	producer	NOUN
cet-15327	115	13	can	can	AUX
cet-15327	115	14	help	help	VERB
cet-15327	115	15	develop	develop	VERB
cet-15327	115	16	standardized	standardized	ADJ
cet-15327	115	17	technologies	technology	NOUN
cet-15327	115	18	tailored	tailor	VERB
cet-15327	115	19	to	to	ADP
cet-15327	115	20	low	low	ADJ
cet-15327	115	21	-	-	PUNCT
cet-15327	115	22	productivity	productivity	NOUN
cet-15327	115	23	regions	region	NOUN
cet-15327	115	24	such	such	ADJ
cet-15327	115	25	as	as	ADP
cet-15327	115	26	montes	montes	PROPN
cet-15327	115	27	de	de	X
cet-15327	115	28	maría	maría	PROPN
cet-15327	115	29	,	,	PUNCT
cet-15327	115	30	colombia	colombia	PROPN
cet-15327	115	31	.	.	PUNCT
cet-15327	116	1	the	the	DET
cet-15327	116	2	study	study	NOUN
cet-15327	116	3	showed	show	VERB
cet-15327	116	4	that	that	SCONJ
cet-15327	116	5	a	a	DET
cet-15327	116	6	technologized	technologize	VERB
cet-15327	116	7	fermentation	fermentation	NOUN
cet-15327	116	8	and	and	CCONJ
cet-15327	116	9	drying	dry	VERB
cet-15327	116	10	process	process	NOUN
cet-15327	116	11	is	be	AUX
cet-15327	116	12	feasible	feasible	ADJ
cet-15327	116	13	,	,	PUNCT
cet-15327	116	14	with	with	ADP
cet-15327	116	15	the	the	DET
cet-15327	116	16	rotary	rotary	ADJ
cet-15327	116	17	drum	drum	NOUN
cet-15327	116	18	reducing	reduce	VERB
cet-15327	116	19	fermentation	fermentation	NOUN
cet-15327	116	20	time	time	NOUN
cet-15327	116	21	by	by	ADP
cet-15327	116	22	461	461	NUM
cet-15327	116	23	22	22	NUM
cet-15327	116	24	hours	hour	NOUN
cet-15327	116	25	compared	compare	VERB
cet-15327	116	26	to	to	ADP
cet-15327	116	27	traditional	traditional	ADJ
cet-15327	116	28	methods	method	NOUN
cet-15327	116	29	while	while	SCONJ
cet-15327	116	30	maintaining	maintain	VERB
cet-15327	116	31	similar	similar	ADJ
cet-15327	116	32	quality	quality	NOUN
cet-15327	116	33	parameters	parameter	NOUN
cet-15327	116	34	.	.	PUNCT
cet-15327	117	1	the	the	DET
cet-15327	117	2	pulp	pulp	NOUN
cet-15327	117	3	and	and	CCONJ
cet-15327	117	4	shell	shell	NOUN
cet-15327	117	5	showed	show	VERB
cet-15327	117	6	nutritional	nutritional	ADJ
cet-15327	117	7	potential	potential	NOUN
cet-15327	117	8	but	but	CCONJ
cet-15327	117	9	required	require	VERB
cet-15327	117	10	drying	dry	VERB
cet-15327	117	11	due	due	ADJ
cet-15327	117	12	to	to	ADP
cet-15327	117	13	high	high	ADJ
cet-15327	117	14	moisture	moisture	NOUN
cet-15327	117	15	content	content	NOUN
cet-15327	117	16	.	.	PUNCT
cet-15327	118	1	an	an	DET
cet-15327	118	2	engineered	engineer	VERB
cet-15327	118	3	dryer	dryer	NOUN
cet-15327	118	4	halved	halve	VERB
cet-15327	118	5	the	the	DET
cet-15327	118	6	drying	dry	VERB
cet-15327	118	7	time	time	NOUN
cet-15327	118	8	but	but	CCONJ
cet-15327	118	9	at	at	ADP
cet-15327	118	10	a	a	DET
cet-15327	118	11	high	high	ADJ
cet-15327	118	12	cost	cost	NOUN
cet-15327	118	13	,	,	PUNCT
cet-15327	118	14	suggesting	suggest	VERB
cet-15327	118	15	further	further	ADJ
cet-15327	118	16	optimization	optimization	NOUN
cet-15327	118	17	,	,	PUNCT
cet-15327	118	18	such	such	ADJ
cet-15327	118	19	as	as	ADP
cet-15327	118	20	the	the	DET
cet-15327	118	21	selective	selective	ADJ
cet-15327	118	22	use	use	NOUN
cet-15327	118	23	of	of	ADP
cet-15327	118	24	fans	fan	NOUN
cet-15327	118	25	.	.	PUNCT
cet-15327	119	1	microbiological	microbiological	ADJ
cet-15327	119	2	and	and	CCONJ
cet-15327	119	3	physicochemical	physicochemical	ADJ
cet-15327	119	4	analyses	analysis	NOUN
cet-15327	119	5	are	be	AUX
cet-15327	119	6	recommended	recommend	VERB
cet-15327	119	7	to	to	PART
cet-15327	119	8	establish	establish	VERB
cet-15327	119	9	quality	quality	NOUN
cet-15327	119	10	parameters	parameter	NOUN
cet-15327	119	11	and	and	CCONJ
cet-15327	119	12	improve	improve	VERB
cet-15327	119	13	cocoa	cocoa	NOUN
cet-15327	119	14	commercialization	commercialization	NOUN
cet-15327	119	15	,	,	PUNCT
cet-15327	119	16	as	as	ADV
cet-15327	119	17	well	well	ADV
cet-15327	119	18	as	as	ADP
cet-15327	119	19	a	a	DET
cet-15327	119	20	total	total	ADJ
cet-15327	119	21	carbon	carbon	NOUN
cet-15327	119	22	analysis	analysis	NOUN
cet-15327	119	23	and	and	CCONJ
cet-15327	119	24	an	an	DET
cet-15327	119	25	economic	economic	ADJ
cet-15327	119	26	and	and	CCONJ
cet-15327	119	27	environmental	environmental	ADJ
cet-15327	119	28	evaluation	evaluation	NOUN
cet-15327	119	29	.	.	PUNCT
cet-15327	120	1	acknowledgments	acknowledgment	NOUN
cet-15327	120	2	the	the	DET
cet-15327	120	3	authors	author	NOUN
cet-15327	120	4	would	would	AUX
cet-15327	120	5	like	like	VERB
cet-15327	120	6	to	to	PART
cet-15327	120	7	thank	thank	VERB
cet-15327	120	8	the	the	DET
cet-15327	120	9	universidad	universidad	PROPN
cet-15327	120	10	de	de	PROPN
cet-15327	120	11	cartagena	cartagena	PROPN
cet-15327	120	12	,	,	PUNCT
cet-15327	120	13	especially	especially	ADV
cet-15327	120	14	the	the	DET
cet-15327	120	15	vice	vice	NOUN
cet-15327	120	16	-	-	NOUN
cet-15327	120	17	rectorate	rectorate	NOUN
cet-15327	120	18	of	of	ADP
cet-15327	120	19	research	research	NOUN
cet-15327	120	20	,	,	PUNCT
cet-15327	120	21	for	for	SCONJ
cet-15327	120	22	its	its	PRON
cet-15327	120	23	financial	financial	ADJ
cet-15327	120	24	support	support	NOUN
cet-15327	120	25	of	of	ADP
cet-15327	120	26	this	this	DET
cet-15327	120	27	work	work	NOUN
cet-15327	120	28	through	through	ADP
cet-15327	120	29	the	the	DET
cet-15327	120	30	project	project	NOUN
cet-15327	120	31	entitled	entitle	VERB
cet-15327	120	32	:	:	PUNCT
cet-15327	120	33	“	"	PUNCT
cet-15327	120	34	implementation	implementation	NOUN
cet-15327	120	35	of	of	ADP
cet-15327	120	36	solar	solar	ADJ
cet-15327	120	37	energy	energy	NOUN
cet-15327	120	38	in	in	ADP
cet-15327	120	39	the	the	DET
cet-15327	120	40	post	post	NOUN
cet-15327	120	41	-	-	ADJ
cet-15327	120	42	harvest	harvest	NOUN
cet-15327	120	43	of	of	ADP
cet-15327	120	44	cocoa	cocoa	NOUN
cet-15327	120	45	(	(	PUNCT
cet-15327	120	46	theobroma	theobroma	PROPN
cet-15327	120	47	cocoa	cocoa	PROPN
cet-15327	120	48	l.	l.	PROPN
cet-15327	120	49	)	)	PUNCT
cet-15327	120	50	in	in	ADP
cet-15327	120	51	the	the	DET
cet-15327	120	52	department	department	PROPN
cet-15327	120	53	of	of	ADP
cet-15327	120	54	bolivar	bolivar	PROPN
cet-15327	120	55	”	"	PUNCT
cet-15327	120	56	,	,	PUNCT
cet-15327	120	57	which	which	PRON
cet-15327	120	58	was	be	AUX
cet-15327	120	59	approved	approve	VERB
cet-15327	120	60	by	by	ADP
cet-15327	120	61	commitment	commitment	NOUN
cet-15327	120	62	act	act	NOUN
cet-15327	120	63	no	no	INTJ
cet-15327	120	64	.	.	NOUN
cet-15327	120	65	159	159	NUM
cet-15327	120	66	of	of	ADP
cet-15327	120	67	2019	2019	NUM
cet-15327	120	68	,	,	PUNCT
cet-15327	120	69	and	and	CCONJ
cet-15327	120	70	developed	develop	VERB
cet-15327	120	71	by	by	ADP
cet-15327	120	72	professors	professor	NOUN
cet-15327	120	73	and	and	CCONJ
cet-15327	120	74	a	a	DET
cet-15327	120	75	student	student	NOUN
cet-15327	120	76	members	member	NOUN
cet-15327	120	77	of	of	ADP
cet-15327	120	78	the	the	DET
cet-15327	120	79	research	research	NOUN
cet-15327	120	80	group	group	NOUN
cet-15327	120	81	nanomaterials	nanomaterial	NOUN
cet-15327	120	82	and	and	CCONJ
cet-15327	120	83	computer	computer	NOUN
cet-15327	120	84	aided	aid	VERB
cet-15327	120	85	process	process	NOUN
cet-15327	120	86	engineering	engineering	NOUN
cet-15327	120	87	–	–	PUNCT
cet-15327	120	88	nipac	nipac	ADJ
cet-15327	120	89	,	,	PUNCT
cet-15327	120	90	of	of	ADP
cet-15327	120	91	the	the	DET
cet-15327	120	92	chemical	chemical	NOUN
cet-15327	120	93	engineering	engineering	NOUN
cet-15327	120	94	program	program	NOUN
cet-15327	120	95	,	,	PUNCT
cet-15327	120	96	at	at	ADP
cet-15327	120	97	the	the	DET
cet-15327	120	98	college	college	NOUN
cet-15327	120	99	of	of	ADP
cet-15327	120	100	engineering	engineering	NOUN
cet-15327	120	101	.	.	PUNCT
cet-15327	121	1	references	reference	NOUN
cet-15327	121	2	aoac	aoac	VERB
cet-15327	121	3	.	.	PUNCT
cet-15327	122	1	(	(	PUNCT
cet-15327	122	2	1998	1998	NUM
cet-15327	122	3	)	)	PUNCT
cet-15327	122	4	.	.	PUNCT
cet-15327	123	1	oficial	oficial	ADJ
cet-15327	123	2	metodos	metodo	NOUN
cet-15327	123	3	of	of	ADP
cet-15327	123	4	analysis	analysis	NOUN
cet-15327	123	5	aoac	aoac	ADJ
cet-15327	123	6	internacional	internacional	NOUN
cet-15327	123	7	(	(	PUNCT
cet-15327	123	8	a.	a.	NOUN
cet-15327	123	9	international	international	PROPN
cet-15327	123	10	(	(	PUNCT
cet-15327	123	11	ed	ed	NOUN
cet-15327	123	12	.	.	PUNCT
cet-15327	123	13	)	)	PUNCT
cet-15327	123	14	;	;	PUNCT
cet-15327	123	15	16th	16th	ADJ
cet-15327	123	16	editi	editi	NOUN
cet-15327	123	17	)	)	PUNCT
cet-15327	123	18	.	.	PUNCT
cet-15327	124	1	http://www.aoac.org	http://www.aoac.org	PROPN
cet-15327	124	2	faborode	faborode	PROPN
cet-15327	124	3	,	,	PUNCT
cet-15327	124	4	m.	m.	NOUN
cet-15327	124	5	o.	o.	PROPN
cet-15327	124	6	,	,	PUNCT
cet-15327	124	7	favier	favier	PROPN
cet-15327	124	8	,	,	PUNCT
cet-15327	124	9	j.	j.	PROPN
cet-15327	124	10	f.	f.	PROPN
cet-15327	124	11	,	,	PUNCT
cet-15327	124	12	&	&	CCONJ
cet-15327	124	13	ajayi	ajayi	PROPN
cet-15327	124	14	,	,	PUNCT
cet-15327	124	15	o.	o.	NOUN
cet-15327	124	16	a.	a.	NOUN
cet-15327	124	17	(	(	PUNCT
cet-15327	124	18	1995	1995	NUM
cet-15327	124	19	)	)	PUNCT
cet-15327	124	20	.	.	PUNCT
cet-15327	125	1	on	on	ADP
cet-15327	125	2	the	the	DET
cet-15327	125	3	effects	effect	NOUN
cet-15327	125	4	of	of	ADP
cet-15327	125	5	forced	force	VERB
cet-15327	125	6	air	air	NOUN
cet-15327	125	7	drying	dry	VERB
cet-15327	125	8	on	on	ADP
cet-15327	125	9	cocoa	cocoa	NOUN
cet-15327	125	10	quality	quality	NOUN
cet-15327	125	11	.	.	PUNCT
cet-15327	126	1	journal	journal	PROPN
cet-15327	126	2	of	of	ADP
cet-15327	126	3	food	food	NOUN
cet-15327	126	4	engineering	engineering	NOUN
cet-15327	126	5	,	,	PUNCT
cet-15327	126	6	25(4	25(4	NOUN
cet-15327	126	7	)	)	PUNCT
cet-15327	126	8	,	,	PUNCT
cet-15327	126	9	455–472	455–472	NUM
cet-15327	126	10	.	.	PUNCT
cet-15327	127	1	https://doi.org/10.1016/0260-8774(94)00018-5	https://doi.org/10.1016/0260-8774(94)00018-5	PROPN
cet-15327	127	2	herrera	herrera	PROPN
cet-15327	127	3	-	-	PUNCT
cet-15327	127	4	barros	barros	PROPN
cet-15327	127	5	,	,	PUNCT
cet-15327	127	6	a.	a.	PROPN
cet-15327	127	7	,	,	PUNCT
cet-15327	127	8	puello	puello	PROPN
cet-15327	127	9	-	-	PUNCT
cet-15327	127	10	mendez	mendez	PROPN
cet-15327	127	11	,	,	PUNCT
cet-15327	127	12	j.	j.	PROPN
cet-15327	127	13	,	,	PUNCT
cet-15327	127	14	pasqualino	pasqualino	PROPN
cet-15327	127	15	,	,	PUNCT
cet-15327	127	16	j.	j.	PROPN
cet-15327	127	17	c.	c.	PROPN
cet-15327	127	18	,	,	PUNCT
cet-15327	127	19	&	&	CCONJ
cet-15327	127	20	lambis	lambis	PROPN
cet-15327	127	21	-	-	PUNCT
cet-15327	127	22	miranda	miranda	PROPN
cet-15327	127	23	,	,	PUNCT
cet-15327	127	24	h.	h.	PROPN
cet-15327	127	25	a.	a.	PROPN
cet-15327	127	26	(	(	PUNCT
cet-15327	127	27	2022	2022	NUM
cet-15327	127	28	)	)	PUNCT
cet-15327	127	29	.	.	PUNCT
cet-15327	128	1	agro	agro	ADJ
cet-15327	128	2	-	-	PUNCT
cet-15327	128	3	industrial	industrial	ADJ
cet-15327	128	4	waste	waste	NOUN
cet-15327	128	5	from	from	ADP
cet-15327	128	6	cocoa	cocoa	NOUN
cet-15327	128	7	pod	pod	PROPN
cet-15327	128	8	husk	husk	NOUN
cet-15327	128	9	(	(	PUNCT
cet-15327	128	10	theobroma	theobroma	NOUN
cet-15327	128	11	cacao	cacao	NOUN
cet-15327	128	12	l.	l.	PROPN
cet-15327	128	13	)	)	PUNCT
cet-15327	128	14	,	,	PUNCT
cet-15327	128	15	as	as	ADP
cet-15327	128	16	a	a	DET
cet-15327	128	17	potential	potential	ADJ
cet-15327	128	18	raw	raw	ADJ
cet-15327	128	19	material	material	NOUN
cet-15327	128	20	for	for	ADP
cet-15327	128	21	preparation	preparation	NOUN
cet-15327	128	22	of	of	ADP
cet-15327	128	23	cellulose	cellulose	NOUN
cet-15327	128	24	nanocrystals	nanocrystal	NOUN
cet-15327	128	25	.	.	PUNCT
cet-15327	129	1	chemical	chemical	ADJ
cet-15327	129	2	engineering	engineering	NOUN
cet-15327	129	3	transactions	transaction	NOUN
cet-15327	129	4	,	,	PUNCT
cet-15327	129	5	92(april	92(april	NUM
cet-15327	129	6	)	)	PUNCT
cet-15327	129	7	,	,	PUNCT
cet-15327	129	8	205–210	205–210	NUM
cet-15327	129	9	.	.	PUNCT
cet-15327	130	1	https://doi.org/10.3303/cet2292035	https://doi.org/10.3303/cet2292035	PROPN
cet-15327	130	2	puello	puello	NOUN
cet-15327	130	3	-	-	PUNCT
cet-15327	130	4	méndez	méndez	NOUN
cet-15327	130	5	,	,	PUNCT
cet-15327	130	6	j.	j.	PROPN
cet-15327	130	7	,	,	PUNCT
cet-15327	130	8	meza	meza	NOUN
cet-15327	130	9	-	-	PUNCT
cet-15327	130	10	castellar	castellar	ADJ
cet-15327	130	11	,	,	PUNCT
cet-15327	130	12	p.	p.	NOUN
cet-15327	130	13	,	,	PUNCT
cet-15327	130	14	cortés	cortés	PROPN
cet-15327	130	15	,	,	PUNCT
cet-15327	130	16	l.	l.	PROPN
cet-15327	130	17	,	,	PUNCT
cet-15327	130	18	bossa	bossa	PROPN
cet-15327	130	19	,	,	PUNCT
cet-15327	130	20	l.	l.	PROPN
cet-15327	130	21	,	,	PUNCT
cet-15327	130	22	sanjuan	sanjuan	PROPN
cet-15327	130	23	,	,	PUNCT
cet-15327	130	24	e.	e.	PROPN
cet-15327	130	25	,	,	PUNCT
cet-15327	130	26	lambis	lambis	NOUN
cet-15327	130	27	-	-	PUNCT
cet-15327	130	28	miranda	miranda	PROPN
cet-15327	130	29	,	,	PUNCT
cet-15327	130	30	h.	h.	PROPN
cet-15327	130	31	,	,	PUNCT
cet-15327	130	32	&	&	CCONJ
cet-15327	130	33	villamizar	villamizar	PROPN
cet-15327	130	34	,	,	PUNCT
cet-15327	130	35	l.	l.	PROPN
cet-15327	130	36	(	(	PUNCT
cet-15327	130	37	2017	2017	NUM
cet-15327	130	38	)	)	PUNCT
cet-15327	130	39	.	.	PUNCT
cet-15327	131	1	comparative	comparative	ADJ
cet-15327	131	2	study	study	NOUN
cet-15327	131	3	of	of	ADP
cet-15327	131	4	solar	solar	ADJ
cet-15327	131	5	drying	drying	NOUN
cet-15327	131	6	of	of	ADP
cet-15327	131	7	cocoa	cocoa	NOUN
cet-15327	131	8	beans	bean	NOUN
cet-15327	131	9	:	:	PUNCT
cet-15327	131	10	two	two	NUM
cet-15327	131	11	methods	method	NOUN
cet-15327	131	12	used	use	VERB
cet-15327	131	13	in	in	ADP
cet-15327	131	14	colombian	colombian	ADJ
cet-15327	131	15	rural	rural	ADJ
cet-15327	131	16	areas	area	NOUN
cet-15327	131	17	.	.	PUNCT
cet-15327	132	1	chemical	chemical	NOUN
cet-15327	132	2	engineering	engineering	NOUN
cet-15327	132	3	transactions	transaction	NOUN
cet-15327	132	4	,	,	PUNCT
cet-15327	132	5	57	57	NUM
cet-15327	132	6	,	,	PUNCT
cet-15327	132	7	1711–1717	1711–1717	NUM
cet-15327	132	8	.	.	PUNCT
cet-15327	133	1	https://doi.org/doi	https://doi.org/doi	NOUN
cet-15327	133	2	:	:	PUNCT
cet-15327	133	3	10.3303	10.3303	NUM
cet-15327	133	4	/	/	SYM
cet-15327	133	5	cet1757286	cet1757286	ADJ
cet-15327	133	6	sahin	sahin	PROPN
cet-15327	133	7	,	,	PUNCT
cet-15327	133	8	s.	s.	PROPN
cet-15327	133	9	,	,	PUNCT
cet-15327	133	10	&	&	CCONJ
cet-15327	133	11	sumnu	sumnu	PROPN
cet-15327	133	12	,	,	PUNCT
cet-15327	133	13	s.	s.	PROPN
cet-15327	133	14	g.	g.	PROPN
cet-15327	133	15	(	(	PUNCT
cet-15327	133	16	2007	2007	NUM
cet-15327	133	17	)	)	PUNCT
cet-15327	133	18	.	.	PUNCT
cet-15327	134	1	physical	physical	ADJ
cet-15327	134	2	properties	property	NOUN
cet-15327	134	3	of	of	ADP
cet-15327	134	4	foods	food	NOUN
cet-15327	134	5	(	(	PUNCT
cet-15327	134	6	1st	1st	ADJ
cet-15327	134	7	ed	ed	NOUN
cet-15327	134	8	.	.	PUNCT
cet-15327	134	9	)	)	PUNCT
cet-15327	134	10	.	.	PUNCT
cet-15327	135	1	springer	springer	PROPN
cet-15327	135	2	new	new	PROPN
cet-15327	135	3	york	york	PROPN
cet-15327	135	4	,	,	PUNCT
cet-15327	135	5	ny	ny	PROPN
cet-15327	135	6	.	.	PROPN
cet-15327	136	1	https://doi.org/https://doi.org/10.1007/0-387-30808-3	https://doi.org/https://doi.org/10.1007/0-387-30808-3	PROPN
cet-15327	136	2	simo	simo	PROPN
cet-15327	136	3	-	-	PUNCT
cet-15327	136	4	tagne	tagne	NOUN
cet-15327	136	5	,	,	PUNCT
cet-15327	136	6	m.	m.	NOUN
cet-15327	136	7	,	,	PUNCT
cet-15327	136	8	tamkam	tamkam	NOUN
cet-15327	136	9	etala	etala	NOUN
cet-15327	136	10	,	,	PUNCT
cet-15327	136	11	h.	h.	PROPN
cet-15327	136	12	d.	d.	PROPN
cet-15327	136	13	,	,	PUNCT
cet-15327	136	14	tagne	tagne	NOUN
cet-15327	136	15	tagne	tagne	NOUN
cet-15327	136	16	,	,	PUNCT
cet-15327	136	17	a.	a.	NOUN
cet-15327	136	18	,	,	PUNCT
cet-15327	136	19	ndukwu	ndukwu	NOUN
cet-15327	136	20	,	,	PUNCT
cet-15327	136	21	m.	m.	NOUN
cet-15327	136	22	c.	c.	PROPN
cet-15327	136	23	,	,	PUNCT
cet-15327	136	24	&	&	CCONJ
cet-15327	136	25	el	el	PROPN
cet-15327	136	26	marouani	marouani	PROPN
cet-15327	136	27	,	,	PUNCT
cet-15327	136	28	m.	m.	NOUN
cet-15327	136	29	(	(	PUNCT
cet-15327	136	30	2022	2022	NUM
cet-15327	136	31	)	)	PUNCT
cet-15327	136	32	.	.	PUNCT
cet-15327	137	1	energy	energy	NOUN
cet-15327	137	2	,	,	PUNCT
cet-15327	137	3	environmental	environmental	ADJ
cet-15327	137	4	and	and	CCONJ
cet-15327	137	5	economic	economic	ADJ
cet-15327	137	6	analyses	analysis	NOUN
cet-15327	137	7	of	of	ADP
cet-15327	137	8	an	an	DET
cet-15327	137	9	indirect	indirect	ADJ
cet-15327	137	10	cocoa	cocoa	NOUN
cet-15327	137	11	bean	bean	NOUN
cet-15327	137	12	solar	solar	PROPN
cet-15327	137	13	dryer	dryer	PROPN
cet-15327	137	14	:	:	PUNCT
cet-15327	137	15	a	a	DET
cet-15327	137	16	comparison	comparison	NOUN
cet-15327	137	17	between	between	ADP
cet-15327	137	18	natural	natural	ADJ
cet-15327	137	19	and	and	CCONJ
cet-15327	137	20	forced	forced	ADJ
cet-15327	137	21	convections	convection	NOUN
cet-15327	137	22	.	.	PUNCT
cet-15327	138	1	renewable	renewable	ADJ
cet-15327	138	2	energy	energy	NOUN
cet-15327	138	3	,	,	PUNCT
cet-15327	138	4	187	187	NUM
cet-15327	138	5	,	,	PUNCT
cet-15327	138	6	1154–1172	1154–1172	NUM
cet-15327	138	7	.	.	PUNCT
cet-15327	139	1	https://doi.org/10.1016/j.renene.2022.02.015	https://doi.org/10.1016/j.renene.2022.02.015	NOUN
cet-15327	139	2	tosto	tosto	NOUN
cet-15327	139	3	,	,	PUNCT
cet-15327	139	4	a.	a.	NOUN
cet-15327	139	5	,	,	PUNCT
cet-15327	139	6	morales	morale	NOUN
cet-15327	139	7	,	,	PUNCT
cet-15327	139	8	a.	a.	PROPN
cet-15327	139	9	,	,	PUNCT
cet-15327	139	10	rahn	rahn	PROPN
cet-15327	139	11	,	,	PUNCT
cet-15327	139	12	e.	e.	PROPN
cet-15327	139	13	,	,	PUNCT
cet-15327	139	14	evers	evers	PROPN
cet-15327	139	15	,	,	PUNCT
cet-15327	139	16	j.	j.	PROPN
cet-15327	139	17	b.	b.	PROPN
cet-15327	139	18	,	,	PUNCT
cet-15327	139	19	zuidema	zuidema	PROPN
cet-15327	139	20	,	,	PUNCT
cet-15327	139	21	p.	p.	NOUN
cet-15327	139	22	a.	a.	NOUN
cet-15327	139	23	,	,	PUNCT
cet-15327	139	24	&	&	CCONJ
cet-15327	139	25	anten	anten	VERB
cet-15327	139	26	,	,	PUNCT
cet-15327	139	27	n.	n.	PROPN
cet-15327	139	28	p.	p.	PROPN
cet-15327	139	29	r.	r.	PROPN
cet-15327	139	30	(	(	PUNCT
cet-15327	139	31	2023	2023	NUM
cet-15327	139	32	)	)	PUNCT
cet-15327	139	33	.	.	PUNCT
cet-15327	140	1	simulating	simulate	VERB
cet-15327	140	2	cocoa	cocoa	NOUN
cet-15327	140	3	production	production	NOUN
cet-15327	140	4	:	:	PUNCT
cet-15327	140	5	a	a	DET
cet-15327	140	6	review	review	NOUN
cet-15327	140	7	of	of	ADP
cet-15327	140	8	modelling	model	VERB
cet-15327	140	9	approaches	approach	NOUN
cet-15327	140	10	and	and	CCONJ
cet-15327	140	11	gaps	gap	NOUN
cet-15327	140	12	.	.	PUNCT
cet-15327	141	1	agricultural	agricultural	ADJ
cet-15327	141	2	systems	system	NOUN
cet-15327	141	3	,	,	PUNCT
cet-15327	141	4	206	206	NUM
cet-15327	141	5	,	,	PUNCT
cet-15327	141	6	103614	103614	NUM
cet-15327	141	7	.	.	PUNCT
cet-15327	142	1	https://doi.org/10.1016/j.agsy.2023.103614	https://doi.org/10.1016/j.agsy.2023.103614	ADJ
cet-15327	142	2	utrilla	utrilla	NOUN
cet-15327	142	3	-	-	PUNCT
cet-15327	142	4	vázquez	vázquez	NOUN
cet-15327	142	5	,	,	PUNCT
cet-15327	142	6	m.	m.	NOUN
cet-15327	142	7	,	,	PUNCT
cet-15327	142	8	rodríguez	rodríguez	PROPN
cet-15327	142	9	-	-	PUNCT
cet-15327	142	10	campos	campos	PROPN
cet-15327	142	11	,	,	PUNCT
cet-15327	142	12	j.	j.	PROPN
cet-15327	142	13	,	,	PUNCT
cet-15327	142	14	avendaño	avendaño	NOUN
cet-15327	142	15	-	-	PUNCT
cet-15327	142	16	arazate	arazate	NOUN
cet-15327	142	17	,	,	PUNCT
cet-15327	142	18	c.	c.	PROPN
cet-15327	142	19	h.	h.	PROPN
cet-15327	142	20	,	,	PUNCT
cet-15327	142	21	gschaedler	gschaedler	NOUN
cet-15327	142	22	,	,	PUNCT
cet-15327	142	23	a.	a.	NOUN
cet-15327	142	24	,	,	PUNCT
cet-15327	142	25	&	&	CCONJ
cet-15327	142	26	lugo	lugo	PROPN
cet-15327	142	27	-	-	PUNCT
cet-15327	142	28	cervantes	cervante	NOUN
cet-15327	142	29	,	,	PUNCT
cet-15327	142	30	e.	e.	PROPN
cet-15327	142	31	(	(	PUNCT
cet-15327	142	32	2020	2020	NUM
cet-15327	142	33	)	)	PUNCT
cet-15327	142	34	.	.	PUNCT
cet-15327	143	1	analysis	analysis	NOUN
cet-15327	143	2	of	of	ADP
cet-15327	143	3	volatile	volatile	ADJ
cet-15327	143	4	compounds	compound	NOUN
cet-15327	143	5	of	of	ADP
cet-15327	143	6	five	five	NUM
cet-15327	143	7	varieties	variety	NOUN
cet-15327	143	8	of	of	ADP
cet-15327	143	9	maya	maya	PROPN
cet-15327	143	10	cocoa	cocoa	PROPN
cet-15327	143	11	during	during	ADP
cet-15327	143	12	fermentation	fermentation	NOUN
cet-15327	143	13	and	and	CCONJ
cet-15327	143	14	drying	dry	VERB
cet-15327	143	15	processes	process	NOUN
cet-15327	143	16	by	by	ADP
cet-15327	143	17	venn	venn	PROPN
cet-15327	143	18	diagram	diagram	PROPN
cet-15327	143	19	and	and	CCONJ
cet-15327	143	20	pca	pca	PROPN
cet-15327	143	21	.	.	PUNCT
cet-15327	143	22	food	food	PROPN
cet-15327	143	23	research	research	PROPN
cet-15327	143	24	international	international	PROPN
cet-15327	143	25	,	,	PUNCT
cet-15327	143	26	129(november	129(november	NUM
cet-15327	143	27	2019	2019	NUM
cet-15327	143	28	)	)	PUNCT
cet-15327	143	29	,	,	PUNCT
cet-15327	143	30	108834	108834	NUM
cet-15327	143	31	.	.	PUNCT
cet-15327	144	1	https://doi.org/10.1016/j.foodres.2019.108834	https://doi.org/10.1016/j.foodres.2019.108834	PROPN
cet-15327	144	2	veira	veira	PROPN
cet-15327	144	3	,	,	PUNCT
cet-15327	144	4	j.	j.	PROPN
cet-15327	144	5	,	,	PUNCT
cet-15327	144	6	cuaycuan	cuaycuan	PROPN
cet-15327	144	7	,	,	PUNCT
cet-15327	144	8	e.	e.	PROPN
cet-15327	144	9	,	,	PUNCT
cet-15327	144	10	&	&	CCONJ
cet-15327	144	11	espana	espana	PROPN
cet-15327	144	12	,	,	PUNCT
cet-15327	144	13	n.	n.	PROPN
cet-15327	144	14	(	(	PUNCT
cet-15327	144	15	2019	2019	NUM
cet-15327	144	16	)	)	PUNCT
cet-15327	144	17	.	.	PUNCT
cet-15327	145	1	automatic	automatic	ADJ
cet-15327	145	2	fermentation	fermentation	NOUN
cet-15327	145	3	and	and	CCONJ
cet-15327	145	4	drying	dry	VERB
cet-15327	145	5	cocoa	cocoa	NOUN
cet-15327	145	6	process	process	NOUN
cet-15327	145	7	.	.	PUNCT
cet-15327	146	1	4th	4th	ADJ
cet-15327	146	2	ieee	ieee	NOUN
cet-15327	146	3	colombian	colombian	ADJ
cet-15327	146	4	conference	conference	NOUN
cet-15327	146	5	on	on	ADP
cet-15327	146	6	automatic	automatic	ADJ
cet-15327	146	7	control	control	NOUN
cet-15327	146	8	:	:	PUNCT
cet-15327	146	9	automatic	automatic	ADJ
cet-15327	146	10	control	control	NOUN
cet-15327	146	11	as	as	ADP
cet-15327	146	12	key	key	ADJ
cet-15327	146	13	support	support	NOUN
cet-15327	146	14	of	of	ADP
cet-15327	146	15	industrial	industrial	ADJ
cet-15327	146	16	productivity	productivity	NOUN
cet-15327	146	17	,	,	PUNCT
cet-15327	146	18	ccac	ccac	NOUN
cet-15327	146	19	2019	2019	NUM
cet-15327	146	20	proceedings	proceeding	NOUN
cet-15327	146	21	,	,	PUNCT
cet-15327	146	22	1–6	1–6	NUM
cet-15327	146	23	.	.	PUNCT
cet-15327	147	1	https://doi.org/10.1109/ccac.2019.8921378	https://doi.org/10.1109/ccac.2019.8921378	PROPN
cet-15327	147	2	462	462	NUM
cet-15327	147	3	292galvisvasquez.pdf	292galvisvasquez.pdf	NUM
cet-15327	147	4	cocoa	cocoa	NOUN
cet-15327	147	5	process	process	NOUN
cet-15327	147	6	in	in	ADP
cet-15327	147	7	montes	montes	PROPN
cet-15327	147	8	de	de	X
cet-15327	147	9	maría	maría	PROPN
cet-15327	147	10	,	,	PUNCT
cet-15327	147	11	colombia	colombia	PROPN
cet-15327	147	12	:	:	PUNCT
cet-15327	147	13	contribution	contribution	NOUN
cet-15327	147	14	to	to	ADP
cet-15327	147	15	its	its	PRON
cet-15327	147	16	technification	technification	NOUN