id	sid	tid	token	lemma	pos
cet-13822	1	1	cet	cet	PROPN
cet-13822	1	2	-	-	ADJ
cet-13822	1	3	vol	vol	NOUN
cet-13822	1	4	105	105	NUM
cet-13822	1	5	doi	doi	NOUN
cet-13822	1	6	:	:	PUNCT
cet-13822	1	7	10.3303	10.3303	NUM
cet-13822	1	8	/	/	SYM
cet-13822	1	9	cet23105084	cet23105084	NOUN
cet-13822	1	10	paper	paper	NOUN
cet-13822	1	11	received	receive	VERB
cet-13822	1	12	:	:	PUNCT
cet-13822	1	13	15	15	NUM
cet-13822	1	14	february	february	NOUN
cet-13822	1	15	2023	2023	NUM
cet-13822	1	16	;	;	PUNCT
cet-13822	1	17	revised	revise	VERB
cet-13822	1	18	:	:	PUNCT
cet-13822	1	19	3	3	NUM
cet-13822	1	20	june	june	PROPN
cet-13822	1	21	2023	2023	NUM
cet-13822	1	22	;	;	PUNCT
cet-13822	1	23	accepted	accept	VERB
cet-13822	1	24	:	:	PUNCT
cet-13822	1	25	8	8	NUM
cet-13822	1	26	july	july	PROPN
cet-13822	1	27	2023	2023	NUM
cet-13822	1	28	please	please	INTJ
cet-13822	1	29	cite	cite	VERB
cet-13822	1	30	this	this	DET
cet-13822	1	31	article	article	NOUN
cet-13822	1	32	as	as	ADP
cet-13822	1	33	:	:	PUNCT
cet-13822	1	34	vairo	vairo	PROPN
cet-13822	1	35	t.	t.	PROPN
cet-13822	1	36	,	,	PUNCT
cet-13822	1	37	agnello	agnello	PROPN
cet-13822	1	38	p.	p.	PROPN
cet-13822	1	39	,	,	PUNCT
cet-13822	1	40	currò	currò	PROPN
cet-13822	1	41	f.	f.	PROPN
cet-13822	1	42	,	,	PUNCT
cet-13822	1	43	fabiano	fabiano	PROPN
cet-13822	1	44	b.	b.	PROPN
cet-13822	1	45	,	,	PUNCT
cet-13822	1	46	2023	2023	NUM
cet-13822	1	47	,	,	PUNCT
cet-13822	1	48	unveiling	unveil	VERB
cet-13822	1	49	the	the	DET
cet-13822	1	50	achilles	achille	NOUN
cet-13822	1	51	'	'	PART
cet-13822	1	52	heel	heel	NOUN
cet-13822	1	53	:	:	PUNCT
cet-13822	1	54	detecting	detect	VERB
cet-13822	1	55	organizational	organizational	ADJ
cet-13822	1	56	weaknesses	weakness	NOUN
cet-13822	1	57	in	in	ADP
cet-13822	1	58	the	the	DET
cet-13822	1	59	energetic	energetic	ADJ
cet-13822	1	60	transition	transition	NOUN
cet-13822	1	61	challenge	challenge	NOUN
cet-13822	1	62	,	,	PUNCT
cet-13822	1	63	chemical	chemical	NOUN
cet-13822	1	64	engineering	engineering	NOUN
cet-13822	1	65	transactions	transaction	NOUN
cet-13822	1	66	,	,	PUNCT
cet-13822	1	67	105	105	NUM
cet-13822	1	68	,	,	PUNCT
cet-13822	1	69	499	499	NUM
cet-13822	1	70	-	-	SYM
cet-13822	1	71	504	504	NUM
cet-13822	1	72	doi:10.3303	doi:10.3303	NOUN
cet-13822	1	73	/	/	SYM
cet-13822	1	74	cet23105084	cet23105084	NOUN
cet-13822	1	75	chemical	chemical	NOUN
cet-13822	1	76	engineering	engineering	NOUN
cet-13822	1	77	transactions	transaction	NOUN
cet-13822	1	78	vol	vol	NOUN
cet-13822	1	79	.	.	PROPN
cet-13822	1	80	105	105	NUM
cet-13822	1	81	,	,	PUNCT
cet-13822	1	82	2023	2023	NUM
cet-13822	1	83	a	a	DET
cet-13822	1	84	publication	publication	NOUN
cet-13822	1	85	of	of	ADP
cet-13822	1	86	the	the	DET
cet-13822	1	87	italian	italian	ADJ
cet-13822	1	88	association	association	NOUN
cet-13822	1	89	of	of	ADP
cet-13822	1	90	chemical	chemical	PROPN
cet-13822	1	91	engineering	engineering	NOUN
cet-13822	1	92	online	online	ADV
cet-13822	1	93	at	at	ADP
cet-13822	1	94	www.cetjournal.it	www.cetjournal.it	PROPN
cet-13822	1	95	guest	guest	NOUN
cet-13822	1	96	editors	editor	NOUN
cet-13822	1	97	:	:	PUNCT
cet-13822	1	98	david	david	PROPN
cet-13822	1	99	bogle	bogle	PROPN
cet-13822	1	100	,	,	PUNCT
cet-13822	1	101	flavio	flavio	PROPN
cet-13822	1	102	manenti	manenti	PROPN
cet-13822	1	103	,	,	PUNCT
cet-13822	1	104	piero	piero	PROPN
cet-13822	1	105	salatino	salatino	PROPN
cet-13822	1	106	copyright	copyright	NOUN
cet-13822	1	107	©	©	PROPN
cet-13822	1	108	2023	2023	NUM
cet-13822	1	109	,	,	PUNCT
cet-13822	1	110	aidic	aidic	ADJ
cet-13822	1	111	servizi	servizi	PROPN
cet-13822	1	112	s.r.l	s.r.l	NOUN
cet-13822	1	113	.	.	PUNCT
cet-13822	2	1	isbn	isbn	PROPN
cet-13822	2	2	979	979	NUM
cet-13822	2	3	-	-	SYM
cet-13822	2	4	12	12	NUM
cet-13822	2	5	-	-	PUNCT
cet-13822	2	6	81206	81206	NUM
cet-13822	2	7	-	-	PUNCT
cet-13822	2	8	04	04	NUM
cet-13822	2	9	-	-	PUNCT
cet-13822	2	10	5	5	NUM
cet-13822	2	11	;	;	PUNCT
cet-13822	2	12	issn	issn	PROPN
cet-13822	2	13	2283	2283	NUM
cet-13822	2	14	-	-	SYM
cet-13822	2	15	9216	9216	NUM
cet-13822	2	16	unveiling	unveil	VERB
cet-13822	2	17	the	the	DET
cet-13822	2	18	achille	achille	PROPN
cet-13822	2	19	’s	’s	PART
cet-13822	2	20	heel	heel	NOUN
cet-13822	2	21	:	:	PUNCT
cet-13822	2	22	detecting	detect	VERB
cet-13822	2	23	organizational	organizational	ADJ
cet-13822	2	24	weaknesses	weakness	NOUN
cet-13822	2	25	in	in	ADP
cet-13822	2	26	the	the	DET
cet-13822	2	27	energetic	energetic	ADJ
cet-13822	2	28	transition	transition	NOUN
cet-13822	2	29	challenge	challenge	NOUN
cet-13822	2	30	tomaso	tomaso	NOUN
cet-13822	2	31	vairoa	vairoa	NOUN
cet-13822	2	32	*	*	PROPN
cet-13822	2	33	,	,	PUNCT
cet-13822	2	34	patrizia	patrizia	PROPN
cet-13822	2	35	agnello	agnello	PROPN
cet-13822	2	36	b	b	PROPN
cet-13822	2	37	,	,	PUNCT
cet-13822	2	38	fabio	fabio	PROPN
cet-13822	2	39	currò	currò	PROPN
cet-13822	2	40	a	a	PRON
cet-13822	2	41	,	,	PUNCT
cet-13822	2	42	bruno	bruno	PROPN
cet-13822	2	43	fabiano	fabiano	PROPN
cet-13822	2	44	a	a	DET
cet-13822	2	45	a	a	DET
cet-13822	2	46	dicca	dicca	ADJ
cet-13822	2	47	civil	civil	ADJ
cet-13822	2	48	,	,	PUNCT
cet-13822	2	49	chemical	chemical	NOUN
cet-13822	2	50	and	and	CCONJ
cet-13822	2	51	environmental	environmental	ADJ
cet-13822	2	52	engineering	engineering	NOUN
cet-13822	2	53	dept	dept	NOUN
cet-13822	2	54	.	.	PROPN
cet-13822	2	55	,	,	PUNCT
cet-13822	2	56	genoa	genoa	PROPN
cet-13822	2	57	university	university	PROPN
cet-13822	2	58	,	,	PUNCT
cet-13822	2	59	via	via	ADP
cet-13822	2	60	opera	opera	NOUN
cet-13822	2	61	pia	pia	PROPN
cet-13822	2	62	15	15	NUM
cet-13822	2	63	,	,	PUNCT
cet-13822	2	64	16145	16145	NUM
cet-13822	2	65	,	,	PUNCT
cet-13822	2	66	genoa	genoa	PROPN
cet-13822	2	67	,	,	PUNCT
cet-13822	2	68	italy	italy	PROPN
cet-13822	3	1	b	b	PROPN
cet-13822	3	2	department	department	PROPN
cet-13822	3	3	of	of	ADP
cet-13822	3	4	technological	technological	ADJ
cet-13822	3	5	innovations	innovation	NOUN
cet-13822	3	6	and	and	CCONJ
cet-13822	3	7	safety	safety	NOUN
cet-13822	3	8	of	of	ADP
cet-13822	3	9	plants	plant	NOUN
cet-13822	3	10	,	,	PUNCT
cet-13822	3	11	products	product	NOUN
cet-13822	3	12	and	and	CCONJ
cet-13822	3	13	anthropic	anthropic	ADJ
cet-13822	3	14	settlements	settlement	NOUN
cet-13822	3	15	,	,	PUNCT
cet-13822	3	16	inail	inail	NOUN
cet-13822	3	17	(	(	PUNCT
cet-13822	3	18	italian	italian	ADJ
cet-13822	3	19	national	national	PROPN
cet-13822	3	20	institute	institute	PROPN
cet-13822	3	21	for	for	ADP
cet-13822	3	22	insurance	insurance	NOUN
cet-13822	3	23	against	against	ADP
cet-13822	3	24	accidents	accident	NOUN
cet-13822	3	25	at	at	ADP
cet-13822	3	26	work	work	NOUN
cet-13822	3	27	)	)	PUNCT
cet-13822	3	28	,	,	PUNCT
cet-13822	3	29	rome	rome	PROPN
cet-13822	3	30	,	,	PUNCT
cet-13822	3	31	italy	italy	PROPN
cet-13822	3	32	.	.	PUNCT
cet-13822	4	1	tomaso.vairo@edu.unige.it	tomaso.vairo@edu.unige.it	PRON
cet-13822	4	2	to	to	PART
cet-13822	4	3	be	be	AUX
cet-13822	4	4	able	able	ADJ
cet-13822	4	5	to	to	PART
cet-13822	4	6	thrive	thrive	VERB
cet-13822	4	7	in	in	ADP
cet-13822	4	8	the	the	DET
cet-13822	4	9	grand	grand	ADJ
cet-13822	4	10	challenges	challenge	NOUN
cet-13822	4	11	of	of	ADP
cet-13822	4	12	the	the	DET
cet-13822	4	13	current	current	ADJ
cet-13822	4	14	historical	historical	ADJ
cet-13822	4	15	moment	moment	NOUN
cet-13822	4	16	,	,	PUNCT
cet-13822	4	17	which	which	PRON
cet-13822	4	18	includes	include	VERB
cet-13822	4	19	important	important	ADJ
cet-13822	4	20	driving	driving	NOUN
cet-13822	4	21	phenomena	phenomenon	NOUN
cet-13822	4	22	such	such	ADJ
cet-13822	4	23	as	as	ADP
cet-13822	4	24	climate	climate	NOUN
cet-13822	4	25	change	change	NOUN
cet-13822	4	26	,	,	PUNCT
cet-13822	4	27	digitalization	digitalization	NOUN
cet-13822	4	28	and	and	CCONJ
cet-13822	4	29	energy	energy	NOUN
cet-13822	4	30	transition	transition	NOUN
cet-13822	4	31	,	,	PUNCT
cet-13822	4	32	the	the	DET
cet-13822	4	33	organizations	organization	NOUN
cet-13822	4	34	need	need	VERB
cet-13822	4	35	a	a	DET
cet-13822	4	36	comprehensive	comprehensive	ADJ
cet-13822	4	37	understanding	understanding	NOUN
cet-13822	4	38	of	of	ADP
cet-13822	4	39	the	the	DET
cet-13822	4	40	organizational	organizational	ADJ
cet-13822	4	41	and	and	CCONJ
cet-13822	4	42	technical	technical	ADJ
cet-13822	4	43	aspects	aspect	NOUN
cet-13822	4	44	that	that	PRON
cet-13822	4	45	may	may	AUX
cet-13822	4	46	pose	pose	VERB
cet-13822	4	47	opportunities	opportunity	NOUN
cet-13822	4	48	and	and	CCONJ
cet-13822	4	49	risks	risk	NOUN
cet-13822	4	50	.	.	PUNCT
cet-13822	5	1	this	this	DET
cet-13822	5	2	paper	paper	NOUN
cet-13822	5	3	presents	present	VERB
cet-13822	5	4	a	a	DET
cet-13822	5	5	novel	novel	ADJ
cet-13822	5	6	approach	approach	NOUN
cet-13822	5	7	to	to	PART
cet-13822	5	8	identify	identify	VERB
cet-13822	5	9	weak	weak	ADJ
cet-13822	5	10	organizational	organizational	ADJ
cet-13822	5	11	and	and	CCONJ
cet-13822	5	12	technical	technical	ADJ
cet-13822	5	13	factors	factor	NOUN
cet-13822	5	14	within	within	ADP
cet-13822	5	15	the	the	DET
cet-13822	5	16	context	context	NOUN
cet-13822	5	17	of	of	ADP
cet-13822	5	18	the	the	DET
cet-13822	5	19	energetic	energetic	ADJ
cet-13822	5	20	transition	transition	NOUN
cet-13822	5	21	challenge	challenge	NOUN
cet-13822	5	22	.	.	PUNCT
cet-13822	6	1	to	to	PART
cet-13822	6	2	accomplish	accomplish	VERB
cet-13822	6	3	this	this	PRON
cet-13822	6	4	,	,	PUNCT
cet-13822	6	5	a	a	DET
cet-13822	6	6	machine	machine	NOUN
cet-13822	6	7	learning	learn	VERB
cet-13822	6	8	system	system	NOUN
cet-13822	6	9	is	be	AUX
cet-13822	6	10	proposed	propose	VERB
cet-13822	6	11	,	,	PUNCT
cet-13822	6	12	that	that	SCONJ
cet-13822	6	13	integrates	integrate	NOUN
cet-13822	6	14	,	,	PUNCT
cet-13822	6	15	as	as	ADP
cet-13822	6	16	input	input	NOUN
cet-13822	6	17	features	feature	NOUN
cet-13822	6	18	,	,	PUNCT
cet-13822	6	19	escalation	escalation	NOUN
cet-13822	6	20	and	and	CCONJ
cet-13822	6	21	mitigation	mitigation	NOUN
cet-13822	6	22	factors	factor	NOUN
cet-13822	6	23	related	relate	VERB
cet-13822	6	24	to	to	ADP
cet-13822	6	25	the	the	DET
cet-13822	6	26	risks	risk	NOUN
cet-13822	6	27	that	that	PRON
cet-13822	6	28	may	may	AUX
cet-13822	6	29	arise	arise	VERB
cet-13822	6	30	in	in	ADP
cet-13822	6	31	relation	relation	NOUN
cet-13822	6	32	to	to	ADP
cet-13822	6	33	the	the	DET
cet-13822	6	34	energetic	energetic	ADJ
cet-13822	6	35	transition	transition	NOUN
cet-13822	6	36	.	.	PUNCT
cet-13822	7	1	the	the	DET
cet-13822	7	2	target	target	NOUN
cet-13822	7	3	variable	variable	NOUN
cet-13822	7	4	is	be	AUX
cet-13822	7	5	an	an	DET
cet-13822	7	6	indicator	indicator	NOUN
cet-13822	7	7	concerning	concern	VERB
cet-13822	7	8	the	the	DET
cet-13822	7	9	possible	possible	ADJ
cet-13822	7	10	increase	increase	NOUN
cet-13822	7	11	in	in	ADP
cet-13822	7	12	the	the	DET
cet-13822	7	13	probability	probability	NOUN
cet-13822	7	14	of	of	ADP
cet-13822	7	15	accidents	accident	NOUN
cet-13822	7	16	and	and	CCONJ
cet-13822	7	17	near	near	ADJ
cet-13822	7	18	misses	miss	NOUN
cet-13822	7	19	,	,	PUNCT
cet-13822	7	20	which	which	PRON
cet-13822	7	21	is	be	AUX
cet-13822	7	22	selected	select	VERB
cet-13822	7	23	as	as	ADP
cet-13822	7	24	an	an	DET
cet-13822	7	25	effective	effective	ADJ
cet-13822	7	26	detector	detector	NOUN
cet-13822	7	27	of	of	ADP
cet-13822	7	28	potential	potential	ADJ
cet-13822	7	29	weaknesses	weakness	NOUN
cet-13822	7	30	in	in	ADP
cet-13822	7	31	the	the	DET
cet-13822	7	32	system	system	NOUN
cet-13822	7	33	.	.	PUNCT
cet-13822	8	1	the	the	DET
cet-13822	8	2	primary	primary	ADJ
cet-13822	8	3	objective	objective	NOUN
cet-13822	8	4	is	be	AUX
cet-13822	8	5	to	to	PART
cet-13822	8	6	uncover	uncover	VERB
cet-13822	8	7	organizational	organizational	ADJ
cet-13822	8	8	aspects	aspect	NOUN
cet-13822	8	9	that	that	PRON
cet-13822	8	10	influence	influence	VERB
cet-13822	8	11	the	the	DET
cet-13822	8	12	mitigation	mitigation	NOUN
cet-13822	8	13	,	,	PUNCT
cet-13822	8	14	or	or	CCONJ
cet-13822	8	15	enhancement	enhancement	NOUN
cet-13822	8	16	of	of	ADP
cet-13822	8	17	technological	technological	ADJ
cet-13822	8	18	risks	risk	NOUN
cet-13822	8	19	during	during	ADP
cet-13822	8	20	the	the	DET
cet-13822	8	21	energetic	energetic	ADJ
cet-13822	8	22	transition	transition	NOUN
cet-13822	8	23	.	.	PUNCT
cet-13822	9	1	by	by	ADP
cet-13822	9	2	analysing	analyse	VERB
cet-13822	9	3	the	the	DET
cet-13822	9	4	interplay	interplay	NOUN
cet-13822	9	5	between	between	ADP
cet-13822	9	6	organizational	organizational	ADJ
cet-13822	9	7	and	and	CCONJ
cet-13822	9	8	technical	technical	ADJ
cet-13822	9	9	factors	factor	NOUN
cet-13822	9	10	and	and	CCONJ
cet-13822	9	11	their	their	PRON
cet-13822	9	12	role	role	NOUN
cet-13822	9	13	on	on	ADP
cet-13822	9	14	preventive	preventive	ADJ
cet-13822	9	15	and	and	CCONJ
cet-13822	9	16	mitigating	mitigate	VERB
cet-13822	9	17	barriers	barrier	NOUN
cet-13822	9	18	,	,	PUNCT
cet-13822	9	19	this	this	DET
cet-13822	9	20	paper	paper	NOUN
cet-13822	9	21	aims	aim	VERB
cet-13822	9	22	at	at	ADP
cet-13822	9	23	identifying	identify	VERB
cet-13822	9	24	critical	critical	ADJ
cet-13822	9	25	areas	area	NOUN
cet-13822	9	26	that	that	PRON
cet-13822	9	27	require	require	VERB
cet-13822	9	28	attention	attention	NOUN
cet-13822	9	29	and	and	CCONJ
cet-13822	9	30	improvement	improvement	NOUN
cet-13822	9	31	to	to	PART
cet-13822	9	32	ensure	ensure	VERB
cet-13822	9	33	a	a	DET
cet-13822	9	34	smooth	smooth	ADJ
cet-13822	9	35	and	and	CCONJ
cet-13822	9	36	successful	successful	ADJ
cet-13822	9	37	energetic	energetic	ADJ
cet-13822	9	38	transition	transition	NOUN
cet-13822	9	39	process	process	NOUN
cet-13822	9	40	.	.	PUNCT
cet-13822	10	1	a	a	DET
cet-13822	10	2	reference	reference	NOUN
cet-13822	10	3	case	case	NOUN
cet-13822	10	4	-	-	PUNCT
cet-13822	10	5	study	study	NOUN
cet-13822	10	6	is	be	AUX
cet-13822	10	7	presented	present	VERB
cet-13822	10	8	to	to	PART
cet-13822	10	9	demonstrate	demonstrate	VERB
cet-13822	10	10	the	the	DET
cet-13822	10	11	actual	actual	ADJ
cet-13822	10	12	capability	capability	NOUN
cet-13822	10	13	of	of	ADP
cet-13822	10	14	the	the	DET
cet-13822	10	15	presented	present	VERB
cet-13822	10	16	framework	framework	NOUN
cet-13822	10	17	.	.	PUNCT
cet-13822	11	1	the	the	DET
cet-13822	11	2	findings	finding	NOUN
cet-13822	11	3	of	of	ADP
cet-13822	11	4	this	this	DET
cet-13822	11	5	study	study	NOUN
cet-13822	11	6	have	have	VERB
cet-13822	11	7	practical	practical	ADJ
cet-13822	11	8	implications	implication	NOUN
cet-13822	11	9	in	in	ADP
cet-13822	11	10	the	the	DET
cet-13822	11	11	definition	definition	NOUN
cet-13822	11	12	of	of	ADP
cet-13822	11	13	organizational	organizational	ADJ
cet-13822	11	14	priorities	priority	NOUN
cet-13822	11	15	in	in	ADP
cet-13822	11	16	managing	manage	VERB
cet-13822	11	17	the	the	DET
cet-13822	11	18	energetic	energetic	ADJ
cet-13822	11	19	transition	transition	NOUN
cet-13822	11	20	;	;	PUNCT
cet-13822	11	21	the	the	DET
cet-13822	11	22	identified	identify	VERB
cet-13822	11	23	weaknesses	weakness	NOUN
cet-13822	11	24	can	can	AUX
cet-13822	11	25	serve	serve	VERB
cet-13822	11	26	as	as	ADP
cet-13822	11	27	a	a	DET
cet-13822	11	28	basis	basis	NOUN
cet-13822	11	29	for	for	ADP
cet-13822	11	30	targeted	target	VERB
cet-13822	11	31	interventions	intervention	NOUN
cet-13822	11	32	and	and	CCONJ
cet-13822	11	33	strategic	strategic	ADJ
cet-13822	11	34	decision	decision	NOUN
cet-13822	11	35	-	-	PUNCT
cet-13822	11	36	making	making	NOUN
cet-13822	11	37	,	,	PUNCT
cet-13822	11	38	allowing	allow	VERB
cet-13822	11	39	for	for	ADP
cet-13822	11	40	more	more	ADV
cet-13822	11	41	effective	effective	ADJ
cet-13822	11	42	risk	risk	NOUN
cet-13822	11	43	management	management	NOUN
cet-13822	11	44	and	and	CCONJ
cet-13822	11	45	improved	improve	VERB
cet-13822	11	46	outcomes	outcome	NOUN
cet-13822	11	47	during	during	ADP
cet-13822	11	48	the	the	DET
cet-13822	11	49	energy	energy	NOUN
cet-13822	11	50	transition	transition	NOUN
cet-13822	11	51	.	.	PUNCT
cet-13822	12	1	1	1	X
cet-13822	12	2	.	.	X
cet-13822	12	3	introduction	introduction	NOUN
cet-13822	12	4	the	the	DET
cet-13822	12	5	global	global	ADJ
cet-13822	12	6	energy	energy	NOUN
cet-13822	12	7	landscape	landscape	NOUN
cet-13822	12	8	is	be	AUX
cet-13822	12	9	undergoing	undergo	VERB
cet-13822	12	10	a	a	DET
cet-13822	12	11	significant	significant	ADJ
cet-13822	12	12	transformation	transformation	NOUN
cet-13822	12	13	as	as	SCONJ
cet-13822	12	14	countries	country	NOUN
cet-13822	12	15	strive	strive	VERB
cet-13822	12	16	to	to	PART
cet-13822	12	17	transition	transition	VERB
cet-13822	12	18	towards	towards	ADP
cet-13822	12	19	more	more	ADV
cet-13822	12	20	sustainable	sustainable	ADJ
cet-13822	12	21	and	and	CCONJ
cet-13822	12	22	low	low	ADJ
cet-13822	12	23	-	-	PUNCT
cet-13822	12	24	carbon	carbon	NOUN
cet-13822	12	25	sources	source	NOUN
cet-13822	12	26	of	of	ADP
cet-13822	12	27	energy	energy	NOUN
cet-13822	12	28	(	(	PUNCT
cet-13822	12	29	schischke	schischke	NOUN
cet-13822	12	30	et	et	PROPN
cet-13822	12	31	al	al	PROPN
cet-13822	12	32	.	.	PROPN
cet-13822	12	33	,	,	PUNCT
cet-13822	12	34	2023	2023	NUM
cet-13822	12	35	)	)	PUNCT
cet-13822	12	36	.	.	PUNCT
cet-13822	13	1	this	this	DET
cet-13822	13	2	energetic	energetic	ADJ
cet-13822	13	3	transition	transition	NOUN
cet-13822	13	4	,	,	PUNCT
cet-13822	13	5	driven	drive	VERB
cet-13822	13	6	by	by	ADP
cet-13822	13	7	the	the	DET
cet-13822	13	8	need	need	NOUN
cet-13822	13	9	to	to	PART
cet-13822	13	10	mitigate	mitigate	VERB
cet-13822	13	11	climate	climate	NOUN
cet-13822	13	12	change	change	NOUN
cet-13822	13	13	and	and	CCONJ
cet-13822	13	14	reduce	reduce	VERB
cet-13822	13	15	greenhouse	greenhouse	NOUN
cet-13822	13	16	gas	gas	NOUN
cet-13822	13	17	emissions	emission	NOUN
cet-13822	13	18	,	,	PUNCT
cet-13822	13	19	presents	present	VERB
cet-13822	13	20	new	new	ADJ
cet-13822	13	21	opportunities	opportunity	NOUN
cet-13822	13	22	and	and	CCONJ
cet-13822	13	23	challenges	challenge	NOUN
cet-13822	13	24	for	for	ADP
cet-13822	13	25	various	various	ADJ
cet-13822	13	26	industries	industry	NOUN
cet-13822	13	27	(	(	PUNCT
cet-13822	13	28	pasman	pasman	NOUN
cet-13822	13	29	et	et	PROPN
cet-13822	13	30	al	al	PROPN
cet-13822	13	31	.	.	PROPN
cet-13822	13	32	,	,	PUNCT
cet-13822	13	33	2023	2023	NUM
cet-13822	13	34	)	)	PUNCT
cet-13822	13	35	.	.	PUNCT
cet-13822	14	1	in	in	ADP
cet-13822	14	2	this	this	DET
cet-13822	14	3	regard	regard	NOUN
cet-13822	14	4	,	,	PUNCT
cet-13822	14	5	new	new	ADJ
cet-13822	14	6	approaches	approach	NOUN
cet-13822	14	7	both	both	CCONJ
cet-13822	14	8	conceptual	conceptual	ADJ
cet-13822	14	9	and	and	CCONJ
cet-13822	14	10	combined	combined	ADJ
cet-13822	14	11	data	data	NOUN
cet-13822	14	12	-	-	PUNCT
cet-13822	14	13	experience	experience	NOUN
cet-13822	14	14	driven	drive	VERB
cet-13822	14	15	,	,	PUNCT
cet-13822	14	16	as	as	ADV
cet-13822	14	17	well	well	ADV
cet-13822	14	18	as	as	ADP
cet-13822	14	19	innovative	innovative	ADJ
cet-13822	14	20	technical	technical	ADJ
cet-13822	14	21	/	/	SYM
cet-13822	14	22	engineering	engineering	NOUN
cet-13822	14	23	solutions	solution	NOUN
cet-13822	14	24	are	be	AUX
cet-13822	14	25	needed	need	VERB
cet-13822	14	26	to	to	PART
cet-13822	14	27	achieve	achieve	VERB
cet-13822	14	28	un	un	PROPN
cet-13822	14	29	sustainable	sustainable	ADJ
cet-13822	14	30	development	development	NOUN
cet-13822	14	31	goals	goal	NOUN
cet-13822	14	32	2	2	NUM
cet-13822	14	33	(	(	PUNCT
cet-13822	14	34	zero	zero	NUM
cet-13822	14	35	hunger	hunger	NOUN
cet-13822	14	36	)	)	PUNCT
cet-13822	14	37	,	,	PUNCT
cet-13822	14	38	3	3	X
cet-13822	14	39	(	(	PUNCT
cet-13822	14	40	health	health	NOUN
cet-13822	14	41	and	and	CCONJ
cet-13822	14	42	wellbeing	wellbeing	NOUN
cet-13822	14	43	)	)	PUNCT
cet-13822	14	44	,	,	PUNCT
cet-13822	14	45	6	6	NUM
cet-13822	14	46	(	(	PUNCT
cet-13822	14	47	clean	clean	ADJ
cet-13822	14	48	water	water	NOUN
cet-13822	14	49	and	and	CCONJ
cet-13822	14	50	sanitation	sanitation	NOUN
cet-13822	14	51	)	)	PUNCT
cet-13822	14	52	,	,	PUNCT
cet-13822	14	53	7	7	NUM
cet-13822	14	54	(	(	PUNCT
cet-13822	14	55	affordable	affordable	ADJ
cet-13822	14	56	and	and	CCONJ
cet-13822	14	57	clean	clean	ADJ
cet-13822	14	58	energy	energy	NOUN
cet-13822	14	59	)	)	PUNCT
cet-13822	14	60	,	,	PUNCT
cet-13822	14	61	9	9	NUM
cet-13822	14	62	(	(	PUNCT
cet-13822	14	63	industry	industry	NOUN
cet-13822	14	64	,	,	PUNCT
cet-13822	14	65	innovation	innovation	NOUN
cet-13822	14	66	and	and	CCONJ
cet-13822	14	67	infrastructure	infrastructure	NOUN
cet-13822	14	68	)	)	PUNCT
cet-13822	14	69	and	and	CCONJ
cet-13822	14	70	12	12	NUM
cet-13822	14	71	(	(	PUNCT
cet-13822	14	72	responsible	responsible	ADJ
cet-13822	14	73	production	production	NOUN
cet-13822	14	74	and	and	CCONJ
cet-13822	14	75	consumption	consumption	NOUN
cet-13822	14	76	)	)	PUNCT
cet-13822	14	77	.	.	PUNCT
cet-13822	15	1	while	while	SCONJ
cet-13822	15	2	the	the	DET
cet-13822	15	3	transition	transition	NOUN
cet-13822	15	4	to	to	PART
cet-13822	15	5	renewable	renewable	VERB
cet-13822	15	6	energy	energy	NOUN
cet-13822	15	7	sources	source	NOUN
cet-13822	15	8	brings	bring	VERB
cet-13822	15	9	numerous	numerous	ADJ
cet-13822	15	10	benefits	benefit	NOUN
cet-13822	15	11	,	,	PUNCT
cet-13822	15	12	such	such	ADJ
cet-13822	15	13	as	as	ADP
cet-13822	15	14	reduced	reduce	VERB
cet-13822	15	15	environmental	environmental	ADJ
cet-13822	15	16	impact	impact	NOUN
cet-13822	15	17	and	and	CCONJ
cet-13822	15	18	improved	improve	VERB
cet-13822	15	19	energy	energy	NOUN
cet-13822	15	20	efficiency	efficiency	NOUN
cet-13822	15	21	,	,	PUNCT
cet-13822	15	22	it	it	PRON
cet-13822	15	23	also	also	ADV
cet-13822	15	24	introduces	introduce	VERB
cet-13822	15	25	new	new	ADJ
cet-13822	15	26	and	and	CCONJ
cet-13822	15	27	emerging	emerge	VERB
cet-13822	15	28	risks	risk	NOUN
cet-13822	15	29	that	that	PRON
cet-13822	15	30	need	need	VERB
cet-13822	15	31	to	to	PART
cet-13822	15	32	be	be	AUX
cet-13822	15	33	effectively	effectively	ADV
cet-13822	15	34	managed	manage	VERB
cet-13822	15	35	(	(	PUNCT
cet-13822	15	36	chen	chen	PROPN
cet-13822	15	37	et	et	PROPN
cet-13822	15	38	al	al	PROPN
cet-13822	15	39	.	.	PROPN
cet-13822	15	40	,	,	PUNCT
cet-13822	15	41	2023	2023	NUM
cet-13822	15	42	)	)	PUNCT
cet-13822	15	43	.	.	PUNCT
cet-13822	16	1	a	a	DET
cet-13822	16	2	peculiar	peculiar	ADJ
cet-13822	16	3	aspect	aspect	NOUN
cet-13822	16	4	is	be	AUX
cet-13822	16	5	related	relate	VERB
cet-13822	16	6	to	to	ADP
cet-13822	16	7	challenges	challenge	NOUN
cet-13822	16	8	are	be	AUX
cet-13822	16	9	still	still	ADV
cet-13822	16	10	to	to	PART
cet-13822	16	11	be	be	AUX
cet-13822	16	12	addressed	address	VERB
cet-13822	16	13	in	in	ADP
cet-13822	16	14	order	order	NOUN
cet-13822	16	15	to	to	PART
cet-13822	16	16	make	make	VERB
cet-13822	16	17	further	further	ADJ
cet-13822	16	18	progress	progress	NOUN
cet-13822	16	19	in	in	ADP
cet-13822	16	20	safety	safety	NOUN
cet-13822	16	21	and	and	CCONJ
cet-13822	16	22	sustainability	sustainability	NOUN
cet-13822	16	23	of	of	ADP
cet-13822	16	24	plants	plant	NOUN
cet-13822	16	25	and	and	CCONJ
cet-13822	16	26	processes	process	NOUN
cet-13822	16	27	moving	move	VERB
cet-13822	16	28	towards	towards	ADP
cet-13822	16	29	safety	safety	NOUN
cet-13822	16	30	4.0	4.0	NUM
cet-13822	16	31	,	,	PUNCT
cet-13822	16	32	identifying	identify	VERB
cet-13822	16	33	the	the	DET
cet-13822	16	34	benefits	benefit	NOUN
cet-13822	16	35	of	of	ADP
cet-13822	16	36	digitalization	digitalization	NOUN
cet-13822	16	37	technology	technology	NOUN
cet-13822	16	38	to	to	ADP
cet-13822	16	39	the	the	DET
cet-13822	16	40	management	management	NOUN
cet-13822	16	41	of	of	ADP
cet-13822	16	42	major	major	ADJ
cet-13822	16	43	hazards	hazard	NOUN
cet-13822	16	44	and	and	CCONJ
cet-13822	16	45	ensuring	ensure	VERB
cet-13822	16	46	that	that	SCONJ
cet-13822	16	47	the	the	DET
cet-13822	16	48	risks	risk	NOUN
cet-13822	16	49	of	of	ADP
cet-13822	16	50	the	the	DET
cet-13822	16	51	technology	technology	NOUN
cet-13822	16	52	are	be	AUX
cet-13822	16	53	understood	understand	VERB
cet-13822	16	54	and	and	CCONJ
cet-13822	16	55	correctly	correctly	ADV
cet-13822	16	56	managed	manage	VERB
cet-13822	16	57	.	.	PUNCT
cet-13822	17	1	novel	novel	NOUN
cet-13822	17	2	and	and	CCONJ
cet-13822	17	3	improved	improved	ADJ
cet-13822	17	4	methods	method	NOUN
cet-13822	17	5	for	for	ADP
cet-13822	17	6	early	early	ADJ
cet-13822	17	7	warning	warning	NOUN
cet-13822	17	8	,	,	PUNCT
cet-13822	17	9	prediction	prediction	NOUN
cet-13822	17	10	of	of	ADP
cet-13822	17	11	actual	actual	ADJ
cet-13822	17	12	risk	risk	NOUN
cet-13822	17	13	and	and	CCONJ
cet-13822	17	14	safety	safety	NOUN
cet-13822	17	15	warranty	warranty	NOUN
cet-13822	17	16	,	,	PUNCT
cet-13822	17	17	both	both	CCONJ
cet-13822	17	18	from	from	ADP
cet-13822	17	19	a	a	DET
cet-13822	17	20	design	design	NOUN
cet-13822	17	21	point	point	NOUN
cet-13822	17	22	of	of	ADP
cet-13822	17	23	view	view	NOUN
cet-13822	17	24	and	and	CCONJ
cet-13822	17	25	in	in	ADP
cet-13822	17	26	the	the	DET
cet-13822	17	27	dynamic	dynamic	ADJ
cet-13822	17	28	situation	situation	NOUN
cet-13822	17	29	of	of	ADP
cet-13822	17	30	operation	operation	NOUN
cet-13822	17	31	are	be	AUX
cet-13822	17	32	currently	currently	ADV
cet-13822	17	33	investigated	investigate	VERB
cet-13822	17	34	and	and	CCONJ
cet-13822	17	35	teste	teste	NOUN
cet-13822	17	36	at	at	ADP
cet-13822	17	37	different	different	ADJ
cet-13822	17	38	scales	scale	NOUN
cet-13822	17	39	(	(	PUNCT
cet-13822	17	40	pasman	pasman	NOUN
cet-13822	17	41	and	and	CCONJ
cet-13822	17	42	fabiano	fabiano	PROPN
cet-13822	17	43	,	,	PUNCT
cet-13822	17	44	2021	2021	NUM
cet-13822	17	45	)	)	PUNCT
cet-13822	17	46	.	.	PUNCT
cet-13822	18	1	an	an	DET
cet-13822	18	2	integrated	integrate	VERB
cet-13822	18	3	approach	approach	NOUN
cet-13822	18	4	implementing	implement	VERB
cet-13822	18	5	process	process	NOUN
cet-13822	18	6	and	and	CCONJ
cet-13822	18	7	risk	risk	VERB
cet-13822	18	8	analysis	analysis	NOUN
cet-13822	18	9	aprioristically	aprioristically	ADV
cet-13822	18	10	at	at	ADP
cet-13822	18	11	the	the	DET
cet-13822	18	12	conceptualization	conceptualization	NOUN
cet-13822	18	13	stage	stage	NOUN
cet-13822	18	14	of	of	ADP
cet-13822	18	15	a	a	DET
cet-13822	18	16	process	process	NOUN
cet-13822	18	17	and	and	CCONJ
cet-13822	18	18	to	to	PART
cet-13822	18	19	compare	compare	VERB
cet-13822	18	20	quantitatively	quantitatively	ADV
cet-13822	18	21	emerging	emerge	VERB
cet-13822	18	22	technologies	technology	NOUN
cet-13822	18	23	in	in	ADP
cet-13822	18	24	terms	term	NOUN
cet-13822	18	25	of	of	ADP
cet-13822	18	26	intrinsic	intrinsic	ADJ
cet-13822	18	27	safety	safety	NOUN
cet-13822	18	28	based	base	VERB
cet-13822	18	29	on	on	ADP
cet-13822	18	30	the	the	DET
cet-13822	18	31	fire	fire	NOUN
cet-13822	18	32	and	and	CCONJ
cet-13822	18	33	explosion	explosion	NOUN
cet-13822	18	34	index	index	NOUN
cet-13822	18	35	(	(	PUNCT
cet-13822	18	36	f&ei	f&ei	NOUN
cet-13822	18	37	)	)	PUNCT
cet-13822	18	38	allows	allow	VERB
cet-13822	18	39	the	the	DET
cet-13822	18	40	dynamic	dynamic	ADJ
cet-13822	18	41	quantitative	quantitative	ADJ
cet-13822	18	42	comparison	comparison	NOUN
cet-13822	18	43	of	of	ADP
cet-13822	18	44	different	different	ADJ
cet-13822	18	45	design	design	NOUN
cet-13822	18	46	solutions	solution	NOUN
cet-13822	18	47	(	(	PUNCT
cet-13822	18	48	bassani	bassani	PROPN
cet-13822	18	49	et	et	PROPN
cet-13822	18	50	al	al	PROPN
cet-13822	18	51	.	.	PROPN
cet-13822	18	52	,	,	PUNCT
cet-13822	18	53	2023	2023	NUM
cet-13822	18	54	)	)	PUNCT
cet-13822	18	55	.	.	PUNCT
cet-13822	19	1	in	in	ADP
cet-13822	19	2	this	this	DET
cet-13822	19	3	study	study	NOUN
cet-13822	19	4	,	,	PUNCT
cet-13822	19	5	the	the	DET
cet-13822	19	6	focus	focus	NOUN
cet-13822	19	7	is	be	AUX
cet-13822	19	8	the	the	DET
cet-13822	19	9	understanding	understanding	NOUN
cet-13822	19	10	the	the	DET
cet-13822	19	11	factors	factor	NOUN
cet-13822	19	12	influencing	influence	VERB
cet-13822	19	13	safety	safety	NOUN
cet-13822	19	14	,	,	PUNCT
cet-13822	19	15	in	in	ADP
cet-13822	19	16	terms	term	NOUN
cet-13822	19	17	of	of	ADP
cet-13822	19	18	accidents	accident	NOUN
cet-13822	19	19	and	and	CCONJ
cet-13822	19	20	near	near	ADP
cet-13822	19	21	499	499	NUM
cet-13822	19	22	misses	miss	NOUN
cet-13822	19	23	,	,	PUNCT
cet-13822	19	24	within	within	ADP
cet-13822	19	25	the	the	DET
cet-13822	19	26	context	context	NOUN
cet-13822	19	27	of	of	ADP
cet-13822	19	28	the	the	DET
cet-13822	19	29	ongoing	ongoing	ADJ
cet-13822	19	30	energetic	energetic	ADJ
cet-13822	19	31	transition	transition	NOUN
cet-13822	19	32	.	.	PUNCT
cet-13822	20	1	based	base	VERB
cet-13822	20	2	on	on	ADP
cet-13822	20	3	accident	accident	NOUN
cet-13822	20	4	and	and	CCONJ
cet-13822	20	5	literature	literature	NOUN
cet-13822	20	6	reviews	review	NOUN
cet-13822	20	7	and	and	CCONJ
cet-13822	20	8	expert	expert	NOUN
cet-13822	20	9	opinions	opinion	NOUN
cet-13822	20	10	,	,	PUNCT
cet-13822	20	11	starting	start	VERB
cet-13822	20	12	from	from	ADP
cet-13822	20	13	the	the	DET
cet-13822	20	14	major	major	ADJ
cet-13822	20	15	contributing	contribute	VERB
cet-13822	20	16	factors	factor	NOUN
cet-13822	20	17	among	among	ADP
cet-13822	20	18	leadership	leadership	NOUN
cet-13822	20	19	and	and	CCONJ
cet-13822	20	20	safety	safety	NOUN
cet-13822	20	21	culture	culture	NOUN
cet-13822	20	22	,	,	PUNCT
cet-13822	20	23	risk	risk	NOUN
cet-13822	20	24	awareness	awareness	NOUN
cet-13822	20	25	,	,	PUNCT
cet-13822	20	26	knowledge	knowledge	NOUN
cet-13822	20	27	and	and	CCONJ
cet-13822	20	28	competence	competence	NOUN
cet-13822	20	29	,	,	PUNCT
cet-13822	20	30	communication	communication	NOUN
cet-13822	20	31	,	,	PUNCT
cet-13822	20	32	and	and	CCONJ
cet-13822	20	33	information	information	NOUN
cet-13822	20	34	and	and	CCONJ
cet-13822	20	35	decision‐making	decision‐making	NOUN
cet-13822	20	36	processes	process	VERB
cet-13822	20	37	a	a	DET
cet-13822	20	38	checklist	checklist	ADJ
cet-13822	20	39	approach	approach	NOUN
cet-13822	20	40	based	base	VERB
cet-13822	20	41	on	on	ADP
cet-13822	20	42	the	the	DET
cet-13822	20	43	relative	relative	ADJ
cet-13822	20	44	efficiency	efficiency	NOUN
cet-13822	20	45	indicator	indicator	NOUN
cet-13822	20	46	(	(	PUNCT
cet-13822	20	47	rei	rei	PROPN
cet-13822	20	48	)	)	PUNCT
cet-13822	20	49	allows	allow	VERB
cet-13822	20	50	evaluating	evaluate	VERB
cet-13822	20	51	the	the	DET
cet-13822	20	52	level	level	NOUN
cet-13822	20	53	of	of	ADP
cet-13822	20	54	commitment	commitment	NOUN
cet-13822	20	55	of	of	ADP
cet-13822	20	56	the	the	DET
cet-13822	20	57	top	top	ADJ
cet-13822	20	58	leaders	leader	NOUN
cet-13822	20	59	in	in	ADP
cet-13822	20	60	process	process	NOUN
cet-13822	20	61	safety	safety	NOUN
cet-13822	20	62	management	management	NOUN
cet-13822	20	63	(	(	PUNCT
cet-13822	20	64	markowski	markowski	NOUN
cet-13822	20	65	et	et	PROPN
cet-13822	20	66	al	al	PROPN
cet-13822	20	67	.	.	PROPN
cet-13822	20	68	,	,	PUNCT
cet-13822	20	69	2021	2021	NUM
cet-13822	20	70	)	)	PUNCT
cet-13822	20	71	.	.	PUNCT
cet-13822	21	1	as	as	SCONJ
cet-13822	21	2	industries	industry	NOUN
cet-13822	21	3	shift	shift	VERB
cet-13822	21	4	towards	towards	ADP
cet-13822	21	5	new	new	ADJ
cet-13822	21	6	energy	energy	NOUN
cet-13822	21	7	technologies	technology	NOUN
cet-13822	21	8	and	and	CCONJ
cet-13822	21	9	substances	substance	NOUN
cet-13822	21	10	,	,	PUNCT
cet-13822	21	11	new	new	ADJ
cet-13822	21	12	operational	operational	ADJ
cet-13822	21	13	risks	risk	NOUN
cet-13822	21	14	,	,	PUNCT
cet-13822	21	15	technological	technological	ADJ
cet-13822	21	16	complexities	complexity	NOUN
cet-13822	21	17	and	and	CCONJ
cet-13822	21	18	workforce	workforce	NOUN
cet-13822	21	19	dynamics	dynamic	NOUN
cet-13822	21	20	arise	arise	VERB
cet-13822	21	21	(	(	PUNCT
cet-13822	21	22	vairo	vairo	PROPN
cet-13822	21	23	et	et	PROPN
cet-13822	21	24	al	al	PROPN
cet-13822	21	25	.	.	PROPN
cet-13822	21	26	,	,	PUNCT
cet-13822	21	27	2023	2023	NUM
cet-13822	21	28	)	)	PUNCT
cet-13822	21	29	.	.	PUNCT
cet-13822	22	1	new	new	ADJ
cet-13822	22	2	technologies	technology	NOUN
cet-13822	22	3	and	and	CCONJ
cet-13822	22	4	processes	process	NOUN
cet-13822	22	5	entail	entail	VERB
cet-13822	22	6	new	new	ADJ
cet-13822	22	7	process	process	NOUN
cet-13822	22	8	and	and	CCONJ
cet-13822	22	9	personal	personal	ADJ
cet-13822	22	10	hazards	hazard	NOUN
cet-13822	22	11	,	,	PUNCT
cet-13822	22	12	and	and	CCONJ
cet-13822	22	13	that	that	DET
cet-13822	22	14	much	much	ADJ
cet-13822	22	15	effort	effort	NOUN
cet-13822	22	16	is	be	AUX
cet-13822	22	17	going	go	VERB
cet-13822	22	18	into	into	ADP
cet-13822	22	19	renewal	renewal	NOUN
cet-13822	22	20	towards	towards	ADP
cet-13822	22	21	energy	energy	NOUN
cet-13822	22	22	transition	transition	NOUN
cet-13822	22	23	,	,	PUNCT
cet-13822	22	24	but	but	CCONJ
cet-13822	22	25	safety	safety	NOUN
cet-13822	22	26	analyses	analysis	NOUN
cet-13822	22	27	still	still	ADV
cet-13822	22	28	scarce	scarce	ADJ
cet-13822	22	29	(	(	PUNCT
cet-13822	22	30	pasman	pasman	NOUN
cet-13822	22	31	et	et	PROPN
cet-13822	22	32	al	al	PROPN
cet-13822	22	33	.	.	PROPN
cet-13822	22	34	,	,	PUNCT
cet-13822	22	35	2023	2023	NUM
cet-13822	22	36	)	)	PUNCT
cet-13822	22	37	.	.	PUNCT
cet-13822	23	1	it	it	PRON
cet-13822	23	2	is	be	AUX
cet-13822	23	3	therefore	therefore	ADV
cet-13822	23	4	crucial	crucial	ADJ
cet-13822	23	5	to	to	PART
cet-13822	23	6	identify	identify	VERB
cet-13822	23	7	and	and	CCONJ
cet-13822	23	8	comprehend	comprehend	VERB
cet-13822	23	9	these	these	DET
cet-13822	23	10	factors	factor	NOUN
cet-13822	23	11	to	to	PART
cet-13822	23	12	ensure	ensure	VERB
cet-13822	23	13	the	the	DET
cet-13822	23	14	safety	safety	NOUN
cet-13822	23	15	,	,	PUNCT
cet-13822	23	16	protect	protect	VERB
cet-13822	23	17	the	the	DET
cet-13822	23	18	environment	environment	NOUN
cet-13822	23	19	,	,	PUNCT
cet-13822	23	20	and	and	CCONJ
cet-13822	23	21	maintain	maintain	VERB
cet-13822	23	22	the	the	DET
cet-13822	23	23	reliability	reliability	NOUN
cet-13822	23	24	and	and	CCONJ
cet-13822	23	25	resilience	resilience	NOUN
cet-13822	23	26	of	of	ADP
cet-13822	23	27	energy	energy	NOUN
cet-13822	23	28	systems	system	NOUN
cet-13822	23	29	.	.	PUNCT
cet-13822	24	1	in	in	ADP
cet-13822	24	2	this	this	DET
cet-13822	24	3	study	study	NOUN
cet-13822	24	4	,	,	PUNCT
cet-13822	24	5	a	a	DET
cet-13822	24	6	comprehensive	comprehensive	ADJ
cet-13822	24	7	approach	approach	NOUN
cet-13822	24	8	to	to	PART
cet-13822	24	9	analyze	analyze	VERB
cet-13822	24	10	and	and	CCONJ
cet-13822	24	11	assess	assess	VERB
cet-13822	24	12	the	the	DET
cet-13822	24	13	emerging	emerge	VERB
cet-13822	24	14	risks	risk	NOUN
cet-13822	24	15	related	relate	VERB
cet-13822	24	16	to	to	ADP
cet-13822	24	17	energetic	energetic	ADJ
cet-13822	24	18	transition	transition	NOUN
cet-13822	24	19	is	be	AUX
cet-13822	24	20	employed	employ	VERB
cet-13822	24	21	.	.	PUNCT
cet-13822	25	1	the	the	DET
cet-13822	25	2	developed	developed	ADJ
cet-13822	25	3	analysis	analysis	NOUN
cet-13822	25	4	is	be	AUX
cet-13822	25	5	based	base	VERB
cet-13822	25	6	on	on	ADP
cet-13822	25	7	a	a	DET
cet-13822	25	8	combination	combination	NOUN
cet-13822	25	9	of	of	ADP
cet-13822	25	10	quantitative	quantitative	ADJ
cet-13822	25	11	data	datum	NOUN
cet-13822	25	12	and	and	CCONJ
cet-13822	25	13	qualitative	qualitative	ADJ
cet-13822	25	14	insights	insight	NOUN
cet-13822	25	15	obtained	obtain	VERB
cet-13822	25	16	through	through	ADP
cet-13822	25	17	a	a	DET
cet-13822	25	18	questionnaire	questionnaire	NOUN
cet-13822	25	19	.	.	PUNCT
cet-13822	26	1	the	the	DET
cet-13822	26	2	first	first	ADJ
cet-13822	26	3	set	set	NOUN
cet-13822	26	4	of	of	ADP
cet-13822	26	5	features	feature	NOUN
cet-13822	26	6	,	,	PUNCT
cet-13822	26	7	representing	represent	VERB
cet-13822	26	8	various	various	ADJ
cet-13822	26	9	factors	factor	NOUN
cet-13822	26	10	,	,	PUNCT
cet-13822	26	11	is	be	AUX
cet-13822	26	12	organized	organize	VERB
cet-13822	26	13	in	in	ADP
cet-13822	26	14	a	a	DET
cet-13822	26	15	fishbone	fishbone	NOUN
cet-13822	26	16	diagram	diagram	NOUN
cet-13822	26	17	.	.	PUNCT
cet-13822	27	1	the	the	DET
cet-13822	27	2	fishbone	fishbone	PROPN
cet-13822	27	3	diagram	diagram	NOUN
cet-13822	27	4	provides	provide	VERB
cet-13822	27	5	a	a	DET
cet-13822	27	6	systematic	systematic	ADJ
cet-13822	27	7	framework	framework	NOUN
cet-13822	27	8	for	for	ADP
cet-13822	27	9	categorizing	categorize	VERB
cet-13822	27	10	and	and	CCONJ
cet-13822	27	11	exploring	explore	VERB
cet-13822	27	12	the	the	DET
cet-13822	27	13	different	different	ADJ
cet-13822	27	14	aspects	aspect	NOUN
cet-13822	27	15	that	that	PRON
cet-13822	27	16	contribute	contribute	VERB
cet-13822	27	17	to	to	ADP
cet-13822	27	18	the	the	DET
cet-13822	27	19	identified	identify	VERB
cet-13822	27	20	risks	risk	NOUN
cet-13822	27	21	.	.	PUNCT
cet-13822	28	1	additionally	additionally	ADV
cet-13822	28	2	,	,	PUNCT
cet-13822	28	3	advanced	advanced	ADJ
cet-13822	28	4	machine	machine	NOUN
cet-13822	28	5	learning	learn	VERB
cet-13822	28	6	techniques	technique	NOUN
cet-13822	28	7	to	to	PART
cet-13822	28	8	model	model	VERB
cet-13822	28	9	and	and	CCONJ
cet-13822	28	10	predict	predict	VERB
cet-13822	28	11	the	the	DET
cet-13822	28	12	occurrence	occurrence	NOUN
cet-13822	28	13	of	of	ADP
cet-13822	28	14	accidents	accident	NOUN
cet-13822	28	15	and	and	CCONJ
cet-13822	28	16	near	near	ADJ
cet-13822	28	17	misses	miss	NOUN
cet-13822	28	18	,	,	PUNCT
cet-13822	28	19	which	which	PRON
cet-13822	28	20	are	be	AUX
cet-13822	28	21	selected	select	VERB
cet-13822	28	22	as	as	ADP
cet-13822	28	23	key	key	ADJ
cet-13822	28	24	indicators	indicator	NOUN
cet-13822	28	25	of	of	ADP
cet-13822	28	26	emerging	emerge	VERB
cet-13822	28	27	risks	risk	NOUN
cet-13822	28	28	within	within	ADP
cet-13822	28	29	the	the	DET
cet-13822	28	30	context	context	NOUN
cet-13822	28	31	of	of	ADP
cet-13822	28	32	energetic	energetic	ADJ
cet-13822	28	33	transition	transition	NOUN
cet-13822	28	34	.	.	PUNCT
cet-13822	29	1	by	by	ADP
cet-13822	29	2	leveraging	leverage	VERB
cet-13822	29	3	a	a	DET
cet-13822	29	4	regression	regression	NOUN
cet-13822	29	5	model	model	NOUN
cet-13822	29	6	,	,	PUNCT
cet-13822	29	7	we	we	PRON
cet-13822	29	8	aim	aim	VERB
cet-13822	29	9	to	to	PART
cet-13822	29	10	identify	identify	VERB
cet-13822	29	11	the	the	DET
cet-13822	29	12	influential	influential	ADJ
cet-13822	29	13	factors	factor	NOUN
cet-13822	29	14	and	and	CCONJ
cet-13822	29	15	subfactors	subfactor	NOUN
cet-13822	29	16	that	that	PRON
cet-13822	29	17	contribute	contribute	VERB
cet-13822	29	18	to	to	ADP
cet-13822	29	19	these	these	DET
cet-13822	29	20	incidents	incident	NOUN
cet-13822	29	21	,	,	PUNCT
cet-13822	29	22	thereby	thereby	ADV
cet-13822	29	23	providing	provide	VERB
cet-13822	29	24	valuable	valuable	ADJ
cet-13822	29	25	insights	insight	NOUN
cet-13822	29	26	for	for	ADP
cet-13822	29	27	risk	risk	NOUN
cet-13822	29	28	assessment	assessment	NOUN
cet-13822	29	29	and	and	CCONJ
cet-13822	29	30	mitigation	mitigation	NOUN
cet-13822	29	31	strategies	strategy	NOUN
cet-13822	29	32	.	.	PUNCT
cet-13822	30	1	the	the	DET
cet-13822	30	2	primary	primary	ADJ
cet-13822	30	3	objectives	objective	NOUN
cet-13822	30	4	of	of	ADP
cet-13822	30	5	this	this	DET
cet-13822	30	6	study	study	NOUN
cet-13822	30	7	are	be	AUX
cet-13822	30	8	to	to	PART
cet-13822	30	9	:	:	PUNCT
cet-13822	30	10	•	•	NUM
cet-13822	30	11	analyze	analyze	VERB
cet-13822	30	12	the	the	DET
cet-13822	30	13	factors	factor	NOUN
cet-13822	30	14	and	and	CCONJ
cet-13822	30	15	subfactors	subfactor	NOUN
cet-13822	30	16	that	that	PRON
cet-13822	30	17	contribute	contribute	VERB
cet-13822	30	18	to	to	ADP
cet-13822	30	19	emerging	emerge	VERB
cet-13822	30	20	risks	risk	NOUN
cet-13822	30	21	in	in	ADP
cet-13822	30	22	the	the	DET
cet-13822	30	23	energetic	energetic	ADJ
cet-13822	30	24	transition	transition	NOUN
cet-13822	30	25	.	.	PUNCT
cet-13822	31	1	•	•	PUNCT
cet-13822	31	2	develop	develop	VERB
cet-13822	31	3	a	a	DET
cet-13822	31	4	regression	regression	NOUN
cet-13822	31	5	model	model	NOUN
cet-13822	31	6	to	to	PART
cet-13822	31	7	predict	predict	VERB
cet-13822	31	8	the	the	DET
cet-13822	31	9	occurrence	occurrence	NOUN
cet-13822	31	10	of	of	ADP
cet-13822	31	11	incidents	incident	NOUN
cet-13822	31	12	and	and	CCONJ
cet-13822	31	13	quasi	quasi	NOUN
cet-13822	31	14	-	-	NOUN
cet-13822	31	15	incidents	incident	NOUN
cet-13822	31	16	.	.	PUNCT
cet-13822	32	1	•	•	NUM
cet-13822	32	2	identify	identify	VERB
cet-13822	32	3	the	the	DET
cet-13822	32	4	influential	influential	ADJ
cet-13822	32	5	factors	factor	NOUN
cet-13822	32	6	and	and	CCONJ
cet-13822	32	7	subfactors	subfactor	NOUN
cet-13822	32	8	that	that	PRON
cet-13822	32	9	play	play	VERB
cet-13822	32	10	a	a	DET
cet-13822	32	11	significant	significant	ADJ
cet-13822	32	12	role	role	NOUN
cet-13822	32	13	in	in	ADP
cet-13822	32	14	the	the	DET
cet-13822	32	15	occurrence	occurrence	NOUN
cet-13822	32	16	of	of	ADP
cet-13822	32	17	these	these	DET
cet-13822	32	18	incidents	incident	NOUN
cet-13822	32	19	.	.	PUNCT
cet-13822	33	1	•	•	NUM
cet-13822	33	2	provide	provide	VERB
cet-13822	33	3	actionable	actionable	ADJ
cet-13822	33	4	insights	insight	NOUN
cet-13822	33	5	for	for	ADP
cet-13822	33	6	risk	risk	NOUN
cet-13822	33	7	assessment	assessment	NOUN
cet-13822	33	8	and	and	CCONJ
cet-13822	33	9	effective	effective	ADJ
cet-13822	33	10	decision	decision	NOUN
cet-13822	33	11	-	-	PUNCT
cet-13822	33	12	making	making	NOUN
cet-13822	33	13	in	in	ADP
cet-13822	33	14	the	the	DET
cet-13822	33	15	context	context	NOUN
cet-13822	33	16	of	of	ADP
cet-13822	33	17	energetic	energetic	ADJ
cet-13822	33	18	transition	transition	NOUN
cet-13822	33	19	.	.	PUNCT
cet-13822	34	1	by	by	ADP
cet-13822	34	2	gaining	gain	VERB
cet-13822	34	3	a	a	DET
cet-13822	34	4	deeper	deep	ADJ
cet-13822	34	5	understanding	understanding	NOUN
cet-13822	34	6	of	of	ADP
cet-13822	34	7	the	the	DET
cet-13822	34	8	factors	factor	NOUN
cet-13822	34	9	and	and	CCONJ
cet-13822	34	10	subfactors	subfactor	NOUN
cet-13822	34	11	influencing	influence	VERB
cet-13822	34	12	emerging	emerge	VERB
cet-13822	34	13	risks	risk	NOUN
cet-13822	34	14	,	,	PUNCT
cet-13822	34	15	we	we	PRON
cet-13822	34	16	can	can	AUX
cet-13822	34	17	proactively	proactively	ADV
cet-13822	34	18	address	address	VERB
cet-13822	34	19	and	and	CCONJ
cet-13822	34	20	manage	manage	VERB
cet-13822	34	21	these	these	DET
cet-13822	34	22	risks	risk	NOUN
cet-13822	34	23	,	,	PUNCT
cet-13822	34	24	ensuring	ensure	VERB
cet-13822	34	25	a	a	DET
cet-13822	34	26	smoother	smooth	ADJ
cet-13822	34	27	and	and	CCONJ
cet-13822	34	28	more	more	ADV
cet-13822	34	29	sustainable	sustainable	ADJ
cet-13822	34	30	transition	transition	NOUN
cet-13822	34	31	towards	towards	ADP
cet-13822	34	32	cleaner	clean	ADJ
cet-13822	34	33	and	and	CCONJ
cet-13822	34	34	more	more	ADV
cet-13822	34	35	efficient	efficient	ADJ
cet-13822	34	36	energy	energy	NOUN
cet-13822	34	37	systems	system	NOUN
cet-13822	34	38	.	.	PUNCT
cet-13822	35	1	to	to	PART
cet-13822	35	2	achieve	achieve	VERB
cet-13822	35	3	this	this	PRON
cet-13822	35	4	,	,	PUNCT
cet-13822	35	5	a	a	DET
cet-13822	35	6	random	random	ADJ
cet-13822	35	7	forest	forest	NOUN
cet-13822	35	8	regressor	regressor	NOUN
cet-13822	35	9	(	(	PUNCT
cet-13822	35	10	breiman	breiman	NOUN
cet-13822	35	11	,	,	PUNCT
cet-13822	35	12	2001	2001	NUM
cet-13822	35	13	)	)	PUNCT
cet-13822	35	14	is	be	AUX
cet-13822	35	15	implemented	implement	VERB
cet-13822	35	16	,	,	PUNCT
cet-13822	35	17	a	a	DET
cet-13822	35	18	powerful	powerful	ADJ
cet-13822	35	19	machine	machine	NOUN
cet-13822	35	20	learning	learn	VERB
cet-13822	35	21	algorithm	algorithm	NOUN
cet-13822	35	22	capable	capable	ADJ
cet-13822	35	23	of	of	ADP
cet-13822	35	24	capturing	capture	VERB
cet-13822	35	25	complex	complex	ADJ
cet-13822	35	26	relationships	relationship	NOUN
cet-13822	35	27	and	and	CCONJ
cet-13822	35	28	providing	provide	VERB
cet-13822	35	29	insights	insight	NOUN
cet-13822	35	30	into	into	ADP
cet-13822	35	31	feature	feature	NOUN
cet-13822	35	32	importance	importance	NOUN
cet-13822	35	33	.	.	PUNCT
cet-13822	36	1	the	the	DET
cet-13822	36	2	features	feature	NOUN
cet-13822	36	3	include	include	VERB
cet-13822	36	4	information	information	NOUN
cet-13822	36	5	on	on	ADP
cet-13822	36	6	hazard	hazard	NOUN
cet-13822	36	7	levels	level	NOUN
cet-13822	36	8	,	,	PUNCT
cet-13822	36	9	contextual	contextual	ADJ
cet-13822	36	10	aspects	aspect	NOUN
cet-13822	36	11	,	,	PUNCT
cet-13822	36	12	technical	technical	ADJ
cet-13822	36	13	considerations	consideration	NOUN
cet-13822	36	14	,	,	PUNCT
cet-13822	36	15	human	human	ADJ
cet-13822	36	16	and	and	CCONJ
cet-13822	36	17	organizational	organizational	ADJ
cet-13822	36	18	factors	factor	NOUN
cet-13822	36	19	,	,	PUNCT
cet-13822	36	20	as	as	ADV
cet-13822	36	21	well	well	ADV
cet-13822	36	22	as	as	ADP
cet-13822	36	23	anomalies	anomaly	NOUN
cet-13822	36	24	and	and	CCONJ
cet-13822	36	25	non	non	ADJ
cet-13822	36	26	-	-	ADJ
cet-13822	36	27	compliance	compliance	ADJ
cet-13822	36	28	issues	issue	NOUN
cet-13822	36	29	specific	specific	ADJ
cet-13822	36	30	to	to	ADP
cet-13822	36	31	the	the	DET
cet-13822	36	32	organizational	organizational	ADJ
cet-13822	36	33	aspects	aspect	NOUN
cet-13822	36	34	of	of	ADP
cet-13822	36	35	safety	safety	NOUN
cet-13822	36	36	management	management	NOUN
cet-13822	36	37	.	.	PUNCT
cet-13822	37	1	as	as	ADP
cet-13822	37	2	recently	recently	ADV
cet-13822	37	3	commented	comment	VERB
cet-13822	37	4	(	(	PUNCT
cet-13822	37	5	pasman	pasman	NOUN
cet-13822	37	6	et	et	PROPN
cet-13822	37	7	al	al	PROPN
cet-13822	37	8	.	.	PROPN
cet-13822	37	9	,	,	PUNCT
cet-13822	37	10	2023	2023	NUM
cet-13822	37	11	)	)	PUNCT
cet-13822	37	12	,	,	PUNCT
cet-13822	37	13	human	human	ADJ
cet-13822	37	14	and	and	CCONJ
cet-13822	37	15	organizational	organizational	ADJ
cet-13822	37	16	failures	failure	NOUN
cet-13822	37	17	,	,	PUNCT
cet-13822	37	18	failing	fail	VERB
cet-13822	37	19	safety	safety	NOUN
cet-13822	37	20	management	management	NOUN
cet-13822	37	21	system	system	NOUN
cet-13822	37	22	,	,	PUNCT
cet-13822	37	23	and	and	CCONJ
cet-13822	37	24	poor	poor	ADJ
cet-13822	37	25	safety	safety	NOUN
cet-13822	37	26	culture	culture	NOUN
cet-13822	37	27	play	play	VERB
cet-13822	37	28	in	in	ADP
cet-13822	37	29	this	this	PRON
cet-13822	37	30	an	an	DET
cet-13822	37	31	important	important	ADJ
cet-13822	37	32	role	role	NOUN
cet-13822	37	33	of	of	ADP
cet-13822	37	34	which	which	PRON
cet-13822	37	35	the	the	DET
cet-13822	37	36	effects	effect	NOUN
cet-13822	37	37	are	be	AUX
cet-13822	37	38	not	not	PART
cet-13822	37	39	easily	easily	ADV
cet-13822	37	40	predictable	predictable	ADJ
cet-13822	37	41	.	.	PUNCT
cet-13822	38	1	so	so	ADV
cet-13822	38	2	,	,	PUNCT
cet-13822	38	3	we	we	PRON
cet-13822	38	4	should	should	AUX
cet-13822	38	5	dedicate	dedicate	VERB
cet-13822	38	6	effort	effort	NOUN
cet-13822	38	7	to	to	PART
cet-13822	38	8	consider	consider	VERB
cet-13822	38	9	safety	safety	NOUN
cet-13822	38	10	aspects	aspect	NOUN
cet-13822	38	11	,	,	PUNCT
cet-13822	38	12	means	mean	VERB
cet-13822	38	13	to	to	PART
cet-13822	38	14	control	control	VERB
cet-13822	38	15	risks	risk	NOUN
cet-13822	38	16	,	,	PUNCT
cet-13822	38	17	introduce	introduce	VERB
cet-13822	38	18	preventative	preventative	ADJ
cet-13822	38	19	and	and	CCONJ
cet-13822	38	20	protective	protective	ADJ
cet-13822	38	21	risk	risk	NOUN
cet-13822	38	22	reducing	reduce	VERB
cet-13822	38	23	measures	measure	NOUN
cet-13822	38	24	.	.	PUNCT
cet-13822	39	1	on	on	ADP
cet-13822	39	2	these	these	DET
cet-13822	39	3	grounds	ground	NOUN
cet-13822	39	4	,	,	PUNCT
cet-13822	39	5	the	the	DET
cet-13822	39	6	focus	focus	NOUN
cet-13822	39	7	is	be	AUX
cet-13822	39	8	to	to	PART
cet-13822	39	9	uncover	uncover	VERB
cet-13822	39	10	the	the	DET
cet-13822	39	11	key	key	ADJ
cet-13822	39	12	drivers	driver	NOUN
cet-13822	39	13	of	of	ADP
cet-13822	39	14	safety	safety	NOUN
cet-13822	39	15	accidents	accident	NOUN
cet-13822	39	16	in	in	ADP
cet-13822	39	17	this	this	DET
cet-13822	39	18	evolving	evolve	VERB
cet-13822	39	19	energy	energy	NOUN
cet-13822	39	20	landscape	landscape	NOUN
cet-13822	39	21	,	,	PUNCT
cet-13822	39	22	according	accord	VERB
cet-13822	39	23	to	to	ADP
cet-13822	39	24	a	a	DET
cet-13822	39	25	two	two	NUM
cet-13822	39	26	-	-	PUNCT
cet-13822	39	27	step	step	NOUN
cet-13822	39	28	methodology	methodology	NOUN
cet-13822	39	29	focusing	focus	VERB
cet-13822	39	30	on	on	ADP
cet-13822	39	31	:	:	PUNCT
cet-13822	39	32	•	•	NOUN
cet-13822	39	33	developing	develop	VERB
cet-13822	39	34	a	a	DET
cet-13822	39	35	predictive	predictive	ADJ
cet-13822	39	36	model	model	NOUN
cet-13822	39	37	using	use	VERB
cet-13822	39	38	the	the	DET
cet-13822	39	39	random	random	ADJ
cet-13822	39	40	forest	forest	NOUN
cet-13822	39	41	regressor	regressor	NOUN
cet-13822	39	42	to	to	PART
cet-13822	39	43	forecast	forecast	VERB
cet-13822	39	44	safety	safety	NOUN
cet-13822	39	45	accidents	accident	NOUN
cet-13822	39	46	and	and	CCONJ
cet-13822	39	47	near	near	ADJ
cet-13822	39	48	misses	miss	NOUN
cet-13822	39	49	based	base	VERB
cet-13822	39	50	on	on	ADP
cet-13822	39	51	the	the	DET
cet-13822	39	52	identified	identify	VERB
cet-13822	39	53	factors	factor	NOUN
cet-13822	39	54	in	in	ADP
cet-13822	39	55	the	the	DET
cet-13822	39	56	context	context	NOUN
cet-13822	39	57	of	of	ADP
cet-13822	39	58	the	the	DET
cet-13822	39	59	energetic	energetic	ADJ
cet-13822	39	60	transition	transition	NOUN
cet-13822	39	61	;	;	PUNCT
cet-13822	39	62	•	•	ADP
cet-13822	39	63	providing	provide	VERB
cet-13822	39	64	a	a	DET
cet-13822	39	65	detailed	detailed	ADJ
cet-13822	39	66	analysis	analysis	NOUN
cet-13822	39	67	of	of	ADP
cet-13822	39	68	feature	feature	NOUN
cet-13822	39	69	importance	importance	NOUN
cet-13822	39	70	,	,	PUNCT
cet-13822	39	71	shedding	shed	VERB
cet-13822	39	72	light	light	NOUN
cet-13822	39	73	on	on	ADP
cet-13822	39	74	the	the	DET
cet-13822	39	75	factors	factor	NOUN
cet-13822	39	76	that	that	PRON
cet-13822	39	77	have	have	VERB
cet-13822	39	78	the	the	DET
cet-13822	39	79	most	most	ADV
cet-13822	39	80	significant	significant	ADJ
cet-13822	39	81	impact	impact	NOUN
cet-13822	39	82	on	on	ADP
cet-13822	39	83	safety	safety	NOUN
cet-13822	39	84	outcomes	outcome	NOUN
cet-13822	39	85	in	in	ADP
cet-13822	39	86	this	this	DET
cet-13822	39	87	changing	change	VERB
cet-13822	39	88	energy	energy	NOUN
cet-13822	39	89	sector	sector	NOUN
cet-13822	39	90	.	.	PUNCT
cet-13822	40	1	by	by	ADP
cet-13822	40	2	achieving	achieve	VERB
cet-13822	40	3	these	these	DET
cet-13822	40	4	objectives	objective	NOUN
cet-13822	40	5	,	,	PUNCT
cet-13822	40	6	organizations	organization	NOUN
cet-13822	40	7	could	could	AUX
cet-13822	40	8	be	be	AUX
cet-13822	40	9	able	able	ADJ
cet-13822	40	10	to	to	PART
cet-13822	40	11	proactively	proactively	ADV
cet-13822	40	12	address	address	VERB
cet-13822	40	13	emerging	emerge	VERB
cet-13822	40	14	risks	risk	NOUN
cet-13822	40	15	associated	associate	VERB
cet-13822	40	16	with	with	ADP
cet-13822	40	17	the	the	DET
cet-13822	40	18	energetic	energetic	ADJ
cet-13822	40	19	transition	transition	NOUN
cet-13822	40	20	and	and	CCONJ
cet-13822	40	21	ensuring	ensure	VERB
cet-13822	40	22	the	the	DET
cet-13822	40	23	safety	safety	NOUN
cet-13822	40	24	of	of	ADP
cet-13822	40	25	their	their	PRON
cet-13822	40	26	operations	operation	NOUN
cet-13822	40	27	.	.	PUNCT
cet-13822	41	1	2	2	X
cet-13822	41	2	.	.	X
cet-13822	41	3	materials	material	NOUN
cet-13822	41	4	and	and	CCONJ
cet-13822	41	5	methods	method	NOUN
cet-13822	41	6	2.1	2.1	NUM
cet-13822	41	7	data	datum	NOUN
cet-13822	41	8	analysis	analysis	NOUN
cet-13822	41	9	and	and	CCONJ
cet-13822	41	10	preprocessing	preprocesse	VERB
cet-13822	41	11	the	the	DET
cet-13822	41	12	dataset	dataset	NOUN
cet-13822	41	13	consisted	consist	VERB
cet-13822	41	14	firstly	firstly	ADV
cet-13822	41	15	of	of	ADP
cet-13822	41	16	factors	factor	NOUN
cet-13822	41	17	and	and	CCONJ
cet-13822	41	18	subfactors	subfactor	NOUN
cet-13822	41	19	,	,	PUNCT
cet-13822	41	20	related	relate	VERB
cet-13822	41	21	to	to	ADP
cet-13822	41	22	the	the	DET
cet-13822	41	23	conditions	condition	NOUN
cet-13822	41	24	of	of	ADP
cet-13822	41	25	the	the	DET
cet-13822	41	26	corporate	corporate	ADJ
cet-13822	41	27	organization	organization	NOUN
cet-13822	41	28	towards	towards	ADP
cet-13822	41	29	the	the	DET
cet-13822	41	30	challenges	challenge	NOUN
cet-13822	41	31	posed	pose	VERB
cet-13822	41	32	by	by	ADP
cet-13822	41	33	the	the	DET
cet-13822	41	34	energy	energy	NOUN
cet-13822	41	35	transition	transition	NOUN
cet-13822	41	36	,	,	PUNCT
cet-13822	41	37	as	as	SCONJ
cet-13822	41	38	assessed	assess	VERB
cet-13822	41	39	by	by	ADP
cet-13822	41	40	different	different	ADJ
cet-13822	41	41	hierarchical	hierarchical	ADJ
cet-13822	41	42	levels	level	NOUN
cet-13822	41	43	within	within	ADP
cet-13822	41	44	companies	company	NOUN
cet-13822	41	45	.	.	PUNCT
cet-13822	42	1	secondly	secondly	ADV
cet-13822	42	2	,	,	PUNCT
cet-13822	42	3	the	the	DET
cet-13822	42	4	dataset	dataset	NOUN
cet-13822	42	5	included	include	VERB
cet-13822	42	6	the	the	DET
cet-13822	42	7	validated	validate	VERB
cet-13822	42	8	data	datum	NOUN
cet-13822	42	9	retrieved	retrieve	VERB
cet-13822	42	10	from	from	ADP
cet-13822	42	11	reports	report	NOUN
cet-13822	42	12	collected	collect	VERB
cet-13822	42	13	by	by	ADP
cet-13822	42	14	the	the	DET
cet-13822	42	15	organizations	organization	NOUN
cet-13822	42	16	,	,	PUNCT
cet-13822	42	17	according	accord	VERB
cet-13822	42	18	to	to	ADP
cet-13822	42	19	the	the	DET
cet-13822	42	20	safety	safety	NOUN
cet-13822	42	21	management	management	NOUN
cet-13822	42	22	systems	system	NOUN
cet-13822	42	23	and	and	CCONJ
cet-13822	42	24	covering	cover	VERB
cet-13822	42	25	the	the	DET
cet-13822	42	26	following	following	ADJ
cet-13822	42	27	items	item	NOUN
cet-13822	42	28	:	:	PUNCT
cet-13822	42	29	occurrence	occurrence	NOUN
cet-13822	42	30	of	of	ADP
cet-13822	42	31	incidents	incident	NOUN
cet-13822	42	32	,	,	PUNCT
cet-13822	42	33	near	near	ADP
cet-13822	42	34	misses	miss	NOUN
cet-13822	42	35	,	,	PUNCT
cet-13822	42	36	anomalies	anomaly	NOUN
cet-13822	42	37	,	,	PUNCT
cet-13822	42	38	and	and	CCONJ
cet-13822	42	39	on	on	ADP
cet-13822	42	40	-	-	PUNCT
cet-13822	42	41	conformities	conformity	NOUN
cet-13822	42	42	assessment	assessment	NOUN
cet-13822	42	43	.	.	PUNCT
cet-13822	43	1	the	the	DET
cet-13822	43	2	factors	factor	NOUN
cet-13822	43	3	were	be	AUX
cet-13822	43	4	considered	consider	VERB
cet-13822	43	5	according	accord	VERB
cet-13822	43	6	to	to	ADP
cet-13822	43	7	the	the	DET
cet-13822	43	8	following	follow	VERB
cet-13822	43	9	classification	classification	NOUN
cet-13822	43	10	:	:	PUNCT
cet-13822	43	11	accelerating	accelerate	VERB
cet-13822	43	12	factors	factor	NOUN
cet-13822	43	13	1	1	NUM
cet-13822	43	14	.	.	PUNCT
cet-13822	44	1	per	per	ADP
cet-13822	44	2	:	:	PUNCT
cet-13822	44	3	this	this	DET
cet-13822	44	4	factor	factor	NOUN
cet-13822	44	5	represents	represent	VERB
cet-13822	44	6	the	the	DET
cet-13822	44	7	overall	overall	ADJ
cet-13822	44	8	hazard	hazard	NOUN
cet-13822	44	9	level	level	NOUN
cet-13822	44	10	and	and	CCONJ
cet-13822	44	11	was	be	AUX
cet-13822	44	12	further	far	ADV
cet-13822	44	13	divided	divide	VERB
cet-13822	44	14	into	into	ADP
cet-13822	44	15	subfactors	subfactor	NOUN
cet-13822	44	16	:	:	PUNCT
cet-13822	44	17	a.	a.	NOUN
cet-13822	44	18	sost	sost	PROPN
cet-13822	44	19	(	(	PUNCT
cet-13822	44	20	substances	substance	NOUN
cet-13822	44	21	characteristics	characteristic	NOUN
cet-13822	44	22	)	)	PUNCT
cet-13822	44	23	,	,	PUNCT
cet-13822	44	24	b.	b.	PROPN
cet-13822	44	25	proc	proc	PROPN
cet-13822	44	26	(	(	PUNCT
cet-13822	44	27	process	process	NOUN
cet-13822	44	28	characteristics	characteristic	NOUN
cet-13822	44	29	)	)	PUNCT
cet-13822	44	30	,	,	PUNCT
cet-13822	44	31	c.	c.	PROPN
cet-13822	44	32	imp_mat	imp_mat	PROPN
cet-13822	44	33	(	(	PUNCT
cet-13822	44	34	plant	plant	NOUN
cet-13822	44	35	and	and	CCONJ
cet-13822	44	36	materials	material	NOUN
cet-13822	44	37	characteristics	characteristic	NOUN
cet-13822	44	38	)	)	PUNCT
cet-13822	44	39	.	.	PUNCT
cet-13822	45	1	500	500	NUM
cet-13822	45	2	2	2	NUM
cet-13822	45	3	.	.	PUNCT
cet-13822	45	4	cont	cont	NOUN
cet-13822	45	5	:	:	PUNCT
cet-13822	45	6	this	this	DET
cet-13822	45	7	factor	factor	NOUN
cet-13822	45	8	represents	represent	VERB
cet-13822	45	9	the	the	DET
cet-13822	45	10	contextual	contextual	ADJ
cet-13822	45	11	aspects	aspect	NOUN
cet-13822	45	12	of	of	ADP
cet-13822	45	13	the	the	DET
cet-13822	45	14	system	system	NOUN
cet-13822	45	15	and	and	CCONJ
cet-13822	45	16	was	be	AUX
cet-13822	45	17	further	far	ADV
cet-13822	45	18	divided	divide	VERB
cet-13822	45	19	into	into	ADP
cet-13822	45	20	subfactors	subfactor	NOUN
cet-13822	45	21	:	:	PUNCT
cet-13822	45	22	a.	a.	NOUN
cet-13822	45	23	log	log	PROPN
cet-13822	45	24	(	(	PUNCT
cet-13822	45	25	logistic	logistic	NOUN
cet-13822	45	26	)	)	PUNCT
cet-13822	45	27	,	,	PUNCT
cet-13822	45	28	b.	b.	PROPN
cet-13822	45	29	interf	interf	PROPN
cet-13822	45	30	(	(	PUNCT
cet-13822	45	31	interferences	interference	NOUN
cet-13822	45	32	)	)	PUNCT
cet-13822	45	33	,	,	PUNCT
cet-13822	45	34	c.	c.	PROPN
cet-13822	45	35	soc_pol_fin	soc_pol_fin	PROPN
cet-13822	45	36	(	(	PUNCT
cet-13822	45	37	societal	societal	ADJ
cet-13822	45	38	,	,	PUNCT
cet-13822	45	39	political	political	ADJ
cet-13822	45	40	and	and	CCONJ
cet-13822	45	41	financial	financial	ADJ
cet-13822	45	42	aspects	aspect	NOUN
cet-13822	45	43	)	)	PUNCT
cet-13822	45	44	.	.	PUNCT
cet-13822	46	1	mitigating	mitigate	VERB
cet-13822	46	2	factors	factor	NOUN
cet-13822	46	3	3	3	NUM
cet-13822	46	4	.	.	X
cet-13822	46	5	tec	tec	NOUN
cet-13822	46	6	:	:	PUNCT
cet-13822	46	7	this	this	DET
cet-13822	46	8	factor	factor	NOUN
cet-13822	46	9	accounts	account	VERB
cet-13822	46	10	for	for	ADP
cet-13822	46	11	the	the	DET
cet-13822	46	12	technical	technical	ADJ
cet-13822	46	13	aspects	aspect	NOUN
cet-13822	46	14	of	of	ADP
cet-13822	46	15	the	the	DET
cet-13822	46	16	system	system	NOUN
cet-13822	46	17	and	and	CCONJ
cet-13822	46	18	was	be	AUX
cet-13822	46	19	further	far	ADV
cet-13822	46	20	divided	divide	VERB
cet-13822	46	21	into	into	ADP
cet-13822	46	22	subfactors	subfactor	NOUN
cet-13822	46	23	:	:	PUNCT
cet-13822	46	24	a.	a.	NOUN
cet-13822	46	25	affid	affid	ADJ
cet-13822	46	26	(	(	PUNCT
cet-13822	46	27	reliability	reliability	NOUN
cet-13822	46	28	)	)	PUNCT
cet-13822	46	29	b.	b.	PROPN
cet-13822	46	30	innov	innov	PROPN
cet-13822	46	31	(	(	PUNCT
cet-13822	46	32	innovation	innovation	NOUN
cet-13822	46	33	)	)	PUNCT
cet-13822	46	34	.	.	PUNCT
cet-13822	47	1	4	4	X
cet-13822	47	2	.	.	X
cet-13822	48	1	um_org	um_org	PROPN
cet-13822	48	2	:	:	PUNCT
cet-13822	48	3	this	this	DET
cet-13822	48	4	factor	factor	NOUN
cet-13822	48	5	represents	represent	VERB
cet-13822	48	6	the	the	DET
cet-13822	48	7	human	human	ADJ
cet-13822	48	8	and	and	CCONJ
cet-13822	48	9	organizational	organizational	ADJ
cet-13822	48	10	aspects	aspect	NOUN
cet-13822	48	11	and	and	CCONJ
cet-13822	48	12	was	be	AUX
cet-13822	48	13	further	far	ADV
cet-13822	48	14	divided	divide	VERB
cet-13822	48	15	into	into	ADP
cet-13822	48	16	subfactors	subfactor	NOUN
cet-13822	48	17	:	:	PUNCT
cet-13822	48	18	a.	a.	NOUN
cet-13822	48	19	con	con	PROPN
cet-13822	48	20	(	(	PUNCT
cet-13822	48	21	representative	representative	NOUN
cet-13822	48	22	for	for	ADP
cet-13822	48	23	the	the	DET
cet-13822	48	24	overall	overall	ADJ
cet-13822	48	25	level	level	NOUN
cet-13822	48	26	of	of	ADP
cet-13822	48	27	knowledge	knowledge	NOUN
cet-13822	48	28	)	)	PUNCT
cet-13822	48	29	,	,	PUNCT
cet-13822	48	30	b.	b.	PROPN
cet-13822	48	31	cul	cul	PROPN
cet-13822	48	32	(	(	PUNCT
cet-13822	48	33	cultural	cultural	ADJ
cet-13822	48	34	aspects	aspect	NOUN
cet-13822	48	35	)	)	PUNCT
cet-13822	48	36	,	,	PUNCT
cet-13822	48	37	c.	c.	PROPN
cet-13822	48	38	comun	comun	PROPN
cet-13822	48	39	(	(	PUNCT
cet-13822	48	40	relational	relational	ADJ
cet-13822	48	41	aspects	aspect	NOUN
cet-13822	48	42	)	)	PUNCT
cet-13822	48	43	.	.	PUNCT
cet-13822	49	1	operative	operative	ADJ
cet-13822	49	2	experience	experience	NOUN
cet-13822	49	3	factors	factor	NOUN
cet-13822	49	4	5	5	NUM
cet-13822	49	5	.	.	X
cet-13822	49	6	inc	inc	PROPN
cet-13822	49	7	:	:	PUNCT
cet-13822	49	8	this	this	PRON
cet-13822	49	9	represents	represent	VERB
cet-13822	49	10	the	the	DET
cet-13822	49	11	occurrence	occurrence	NOUN
cet-13822	49	12	of	of	ADP
cet-13822	49	13	accidents	accident	NOUN
cet-13822	49	14	.	.	PUNCT
cet-13822	50	1	6	6	X
cet-13822	50	2	.	.	X
cet-13822	50	3	q_inc	q_inc	PROPN
cet-13822	50	4	:	:	PUNCT
cet-13822	50	5	this	this	DET
cet-13822	50	6	item	item	NOUN
cet-13822	50	7	represents	represent	VERB
cet-13822	50	8	the	the	DET
cet-13822	50	9	occurrence	occurrence	NOUN
cet-13822	50	10	of	of	ADP
cet-13822	50	11	near	near	ADJ
cet-13822	50	12	misses	miss	NOUN
cet-13822	50	13	.	.	PUNCT
cet-13822	51	1	7	7	X
cet-13822	51	2	.	.	X
cet-13822	51	3	anom	anom	PROPN
cet-13822	51	4	:	:	PUNCT
cet-13822	51	5	this	this	DET
cet-13822	51	6	item	item	NOUN
cet-13822	51	7	represents	represent	VERB
cet-13822	51	8	anomalies	anomaly	NOUN
cet-13822	51	9	occurrences	occurrence	NOUN
cet-13822	51	10	.	.	PUNCT
cet-13822	52	1	8	8	X
cet-13822	52	2	.	.	X
cet-13822	53	1	nc_maj	nc_maj	NOUN
cet-13822	53	2	:	:	PUNCT
cet-13822	53	3	this	this	DET
cet-13822	53	4	factor	factor	NOUN
cet-13822	53	5	represents	represent	VERB
cet-13822	53	6	major	major	ADJ
cet-13822	53	7	non	non	NOUN
cet-13822	53	8	-	-	NOUN
cet-13822	53	9	conformities	conformity	NOUN
cet-13822	53	10	.	.	PUNCT
cet-13822	54	1	9	9	X
cet-13822	54	2	.	.	X
cet-13822	54	3	nc_min	nc_min	NOUN
cet-13822	54	4	:	:	PUNCT
cet-13822	54	5	this	this	DET
cet-13822	54	6	factor	factor	NOUN
cet-13822	54	7	represents	represent	VERB
cet-13822	54	8	minor	minor	ADJ
cet-13822	54	9	non	non	NOUN
cet-13822	54	10	-	-	NOUN
cet-13822	54	11	conformities	conformity	NOUN
cet-13822	54	12	.	.	PUNCT
cet-13822	55	1	the	the	DET
cet-13822	55	2	factors	factor	NOUN
cet-13822	55	3	under	under	ADP
cet-13822	55	4	heading	head	VERB
cet-13822	55	5	1	1	NUM
cet-13822	55	6	and	and	CCONJ
cet-13822	55	7	2	2	NUM
cet-13822	55	8	are	be	AUX
cet-13822	55	9	considered	consider	VERB
cet-13822	55	10	as	as	ADP
cet-13822	55	11	accelerating	accelerate	VERB
cet-13822	55	12	factors	factor	NOUN
cet-13822	55	13	for	for	ADP
cet-13822	55	14	the	the	DET
cet-13822	55	15	energy	energy	NOUN
cet-13822	55	16	transition	transition	NOUN
cet-13822	55	17	risks	risk	NOUN
cet-13822	55	18	,	,	PUNCT
cet-13822	55	19	while	while	SCONJ
cet-13822	55	20	the	the	DET
cet-13822	55	21	factors	factor	NOUN
cet-13822	55	22	3	3	NUM
cet-13822	55	23	and	and	CCONJ
cet-13822	55	24	4	4	NUM
cet-13822	55	25	are	be	AUX
cet-13822	55	26	the	the	DET
cet-13822	55	27	mitigating	mitigate	VERB
cet-13822	55	28	factors	factor	NOUN
cet-13822	55	29	.	.	PUNCT
cet-13822	56	1	these	these	DET
cet-13822	56	2	data	datum	NOUN
cet-13822	56	3	are	be	AUX
cet-13822	56	4	all	all	PRON
cet-13822	56	5	included	include	VERB
cet-13822	56	6	in	in	ADP
cet-13822	56	7	the	the	DET
cet-13822	56	8	model	model	NOUN
cet-13822	56	9	as	as	ADP
cet-13822	56	10	categorical	categorical	ADJ
cet-13822	56	11	variables	variable	NOUN
cet-13822	56	12	.	.	PUNCT
cet-13822	57	1	concerning	concern	VERB
cet-13822	57	2	the	the	DET
cet-13822	57	3	second	second	ADJ
cet-13822	57	4	set	set	NOUN
cet-13822	57	5	of	of	ADP
cet-13822	57	6	factors	factor	NOUN
cet-13822	57	7	(	(	PUNCT
cet-13822	57	8	i.e.	i.e.	X
cet-13822	57	9	,	,	PUNCT
cet-13822	57	10	5	5	NUM
cet-13822	57	11	,	,	PUNCT
cet-13822	57	12	6	6	NUM
cet-13822	57	13	,	,	PUNCT
cet-13822	57	14	7	7	NUM
cet-13822	57	15	,	,	PUNCT
cet-13822	57	16	8	8	NUM
cet-13822	57	17	,	,	PUNCT
cet-13822	57	18	9	9	NUM
cet-13822	57	19	)	)	PUNCT
cet-13822	57	20	,	,	PUNCT
cet-13822	57	21	it	it	PRON
cet-13822	57	22	should	should	AUX
cet-13822	57	23	be	be	AUX
cet-13822	57	24	remarked	remark	VERB
cet-13822	57	25	that	that	SCONJ
cet-13822	57	26	they	they	PRON
cet-13822	57	27	are	be	AUX
cet-13822	57	28	included	include	VERB
cet-13822	57	29	in	in	ADP
cet-13822	57	30	the	the	DET
cet-13822	57	31	model	model	NOUN
cet-13822	57	32	by	by	ADP
cet-13822	57	33	deriving	derive	VERB
cet-13822	57	34	appropriate	appropriate	ADJ
cet-13822	57	35	prior	prior	ADJ
cet-13822	57	36	probability	probability	NOUN
cet-13822	57	37	distributions	distribution	NOUN
cet-13822	57	38	from	from	ADP
cet-13822	57	39	the	the	DET
cet-13822	57	40	collected	collect	VERB
cet-13822	57	41	data	datum	NOUN
cet-13822	57	42	:	:	PUNCT
cet-13822	57	43	•	•	NUM
cet-13822	57	44	inc	inc	PROPN
cet-13822	57	45	:	:	PUNCT
cet-13822	57	46	bounded	bound	VERB
cet-13822	57	47	-	-	PUNCT
cet-13822	57	48	normal	normal	ADJ
cet-13822	57	49	distribution	distribution	NOUN
cet-13822	57	50	with	with	ADP
cet-13822	57	51	an	an	DET
cet-13822	57	52	expected	expect	VERB
cet-13822	57	53	value	value	NOUN
cet-13822	57	54	of	of	ADP
cet-13822	57	55	0	0	NUM
cet-13822	57	56	.	.	NOUN
cet-13822	57	57	•	•	NUM
cet-13822	57	58	q_inc	q_inc	NOUN
cet-13822	57	59	:	:	PUNCT
cet-13822	57	60	bounded	bound	VERB
cet-13822	57	61	-	-	PUNCT
cet-13822	57	62	normal	normal	ADJ
cet-13822	57	63	distribution	distribution	NOUN
cet-13822	57	64	with	with	ADP
cet-13822	57	65	an	an	DET
cet-13822	57	66	expected	expect	VERB
cet-13822	57	67	value	value	NOUN
cet-13822	57	68	of	of	ADP
cet-13822	57	69	1	1	NUM
cet-13822	57	70	.	.	NOUN
cet-13822	57	71	•	•	NUM
cet-13822	57	72	anom	anom	PROPN
cet-13822	57	73	:	:	PUNCT
cet-13822	57	74	bounded	bound	VERB
cet-13822	57	75	-	-	PUNCT
cet-13822	57	76	normal	normal	ADJ
cet-13822	57	77	distribution	distribution	NOUN
cet-13822	57	78	with	with	ADP
cet-13822	57	79	an	an	DET
cet-13822	57	80	expected	expect	VERB
cet-13822	57	81	value	value	NOUN
cet-13822	57	82	of	of	ADP
cet-13822	57	83	5	5	NUM
cet-13822	57	84	.	.	NOUN
cet-13822	57	85	•	•	NOUN
cet-13822	57	86	nc_maj	nc_maj	PROPN
cet-13822	57	87	:	:	PUNCT
cet-13822	57	88	uniform	uniform	ADJ
cet-13822	57	89	distribution	distribution	NOUN
cet-13822	57	90	between	between	ADP
cet-13822	57	91	0	0	NUM
cet-13822	57	92	and	and	CCONJ
cet-13822	57	93	100	100	NUM
cet-13822	57	94	.	.	NOUN
cet-13822	57	95	•	•	NUM
cet-13822	57	96	nc_min	nc_min	NOUN
cet-13822	57	97	:	:	PUNCT
cet-13822	57	98	uniform	uniform	ADJ
cet-13822	57	99	distribution	distribution	NOUN
cet-13822	57	100	between	between	ADP
cet-13822	57	101	0	0	NUM
cet-13822	57	102	and	and	CCONJ
cet-13822	57	103	100	100	NUM
cet-13822	57	104	.	.	PUNCT
cet-13822	58	1	the	the	DET
cet-13822	58	2	whole	whole	ADJ
cet-13822	58	3	data	datum	NOUN
cet-13822	58	4	set	set	VERB
cet-13822	58	5	was	be	AUX
cet-13822	58	6	subsequently	subsequently	ADV
cet-13822	58	7	preprocessed	preprocesse	VERB
cet-13822	58	8	to	to	PART
cet-13822	58	9	prepare	prepare	VERB
cet-13822	58	10	it	it	PRON
cet-13822	58	11	for	for	ADP
cet-13822	58	12	model	model	NOUN
cet-13822	58	13	training	training	NOUN
cet-13822	58	14	.	.	PUNCT
cet-13822	59	1	the	the	DET
cet-13822	59	2	categorical	categorical	ADJ
cet-13822	59	3	features	feature	NOUN
cet-13822	59	4	were	be	AUX
cet-13822	59	5	encoded	encode	VERB
cet-13822	59	6	using	use	VERB
cet-13822	59	7	label	label	NOUN
cet-13822	59	8	encoding	encoding	NOUN
cet-13822	59	9	(	(	PUNCT
cet-13822	59	10	shah	shah	PROPN
cet-13822	59	11	et	et	PROPN
cet-13822	59	12	al	al	PROPN
cet-13822	59	13	.	.	PROPN
cet-13822	59	14	,	,	PUNCT
cet-13822	59	15	2022	2022	NUM
cet-13822	59	16	)	)	PUNCT
cet-13822	59	17	to	to	PART
cet-13822	59	18	convert	convert	VERB
cet-13822	59	19	them	they	PRON
cet-13822	59	20	into	into	ADP
cet-13822	59	21	numerical	numerical	ADJ
cet-13822	59	22	values	value	NOUN
cet-13822	59	23	.	.	PUNCT
cet-13822	60	1	this	this	DET
cet-13822	60	2	encoding	encoding	NOUN
cet-13822	60	3	step	step	NOUN
cet-13822	60	4	aims	aim	VERB
cet-13822	60	5	at	at	ADP
cet-13822	60	6	ensuring	ensure	VERB
cet-13822	60	7	that	that	SCONJ
cet-13822	60	8	machine	machine	NOUN
cet-13822	60	9	learning	learn	VERB
cet-13822	60	10	algorithms	algorithm	NOUN
cet-13822	60	11	can	can	AUX
cet-13822	60	12	properly	properly	ADV
cet-13822	60	13	interpret	interpret	VERB
cet-13822	60	14	the	the	DET
cet-13822	60	15	data	datum	NOUN
cet-13822	60	16	.	.	PUNCT
cet-13822	61	1	2.2	2.2	NUM
cet-13822	61	2	the	the	DET
cet-13822	61	3	regression	regression	NOUN
cet-13822	61	4	model	model	NOUN
cet-13822	61	5	the	the	DET
cet-13822	61	6	random	random	ADJ
cet-13822	61	7	forest	forest	NOUN
cet-13822	61	8	regressor	regressor	NOUN
cet-13822	61	9	(	(	PUNCT
cet-13822	61	10	breiman	breiman	NOUN
cet-13822	61	11	,	,	PUNCT
cet-13822	61	12	2001	2001	NUM
cet-13822	61	13	)	)	PUNCT
cet-13822	61	14	is	be	AUX
cet-13822	61	15	an	an	DET
cet-13822	61	16	ensemble	ensemble	ADJ
cet-13822	61	17	learning	learning	NOUN
cet-13822	61	18	method	method	NOUN
cet-13822	61	19	that	that	PRON
cet-13822	61	20	combines	combine	VERB
cet-13822	61	21	multiple	multiple	ADJ
cet-13822	61	22	decision	decision	NOUN
cet-13822	61	23	trees	tree	NOUN
cet-13822	61	24	to	to	PART
cet-13822	61	25	make	make	VERB
cet-13822	61	26	predictions	prediction	NOUN
cet-13822	61	27	.	.	PUNCT
cet-13822	62	1	each	each	DET
cet-13822	62	2	decision	decision	NOUN
cet-13822	62	3	tree	tree	NOUN
cet-13822	62	4	in	in	ADP
cet-13822	62	5	the	the	DET
cet-13822	62	6	random	random	ADJ
cet-13822	62	7	forest	forest	NOUN
cet-13822	62	8	is	be	AUX
cet-13822	62	9	trained	train	VERB
cet-13822	62	10	on	on	ADP
cet-13822	62	11	a	a	DET
cet-13822	62	12	random	random	ADJ
cet-13822	62	13	subset	subset	NOUN
cet-13822	62	14	of	of	ADP
cet-13822	62	15	the	the	DET
cet-13822	62	16	data	datum	NOUN
cet-13822	62	17	and	and	CCONJ
cet-13822	62	18	features	feature	NOUN
cet-13822	62	19	,	,	PUNCT
cet-13822	62	20	which	which	PRON
cet-13822	62	21	helps	help	VERB
cet-13822	62	22	to	to	PART
cet-13822	62	23	reduce	reduce	VERB
cet-13822	62	24	overfitting	overfitte	VERB
cet-13822	62	25	and	and	CCONJ
cet-13822	62	26	improve	improve	VERB
cet-13822	62	27	generalization	generalization	NOUN
cet-13822	62	28	.	.	PUNCT
cet-13822	63	1	random	random	ADJ
cet-13822	63	2	forests	forest	NOUN
cet-13822	63	3	construct	construct	VERB
cet-13822	63	4	many	many	ADJ
cet-13822	63	5	individual	individual	ADJ
cet-13822	63	6	decision	decision	NOUN
cet-13822	63	7	trees	tree	NOUN
cet-13822	63	8	at	at	ADP
cet-13822	63	9	training	training	NOUN
cet-13822	63	10	.	.	PUNCT
cet-13822	64	1	predictions	prediction	NOUN
cet-13822	64	2	from	from	ADP
cet-13822	64	3	all	all	DET
cet-13822	64	4	trees	tree	NOUN
cet-13822	64	5	are	be	AUX
cet-13822	64	6	pooled	pool	VERB
cet-13822	64	7	to	to	PART
cet-13822	64	8	make	make	VERB
cet-13822	64	9	the	the	DET
cet-13822	64	10	final	final	ADJ
cet-13822	64	11	prediction	prediction	NOUN
cet-13822	64	12	.	.	PUNCT
cet-13822	65	1	the	the	DET
cet-13822	65	2	random	random	ADJ
cet-13822	65	3	forest	forest	NOUN
cet-13822	65	4	regressor	regressor	NOUN
cet-13822	65	5	was	be	AUX
cet-13822	65	6	chosen	choose	VERB
cet-13822	65	7	as	as	ADP
cet-13822	65	8	the	the	DET
cet-13822	65	9	machine	machine	NOUN
cet-13822	65	10	learning	learn	VERB
cet-13822	65	11	model	model	NOUN
cet-13822	65	12	for	for	ADP
cet-13822	65	13	this	this	DET
cet-13822	65	14	study	study	NOUN
cet-13822	65	15	due	due	ADP
cet-13822	65	16	to	to	ADP
cet-13822	65	17	its	its	PRON
cet-13822	65	18	ability	ability	NOUN
cet-13822	65	19	to	to	PART
cet-13822	65	20	handle	handle	VERB
cet-13822	65	21	both	both	CCONJ
cet-13822	65	22	numerical	numerical	ADJ
cet-13822	65	23	and	and	CCONJ
cet-13822	65	24	categorical	categorical	ADJ
cet-13822	65	25	features	feature	NOUN
cet-13822	65	26	,	,	PUNCT
cet-13822	65	27	as	as	ADV
cet-13822	65	28	well	well	ADV
cet-13822	65	29	as	as	ADP
cet-13822	65	30	its	its	PRON
cet-13822	65	31	capability	capability	NOUN
cet-13822	65	32	to	to	PART
cet-13822	65	33	capture	capture	VERB
cet-13822	65	34	complex	complex	ADJ
cet-13822	65	35	relationships	relationship	NOUN
cet-13822	65	36	within	within	ADP
cet-13822	65	37	the	the	DET
cet-13822	65	38	data	datum	NOUN
cet-13822	65	39	.	.	PUNCT
cet-13822	66	1	the	the	DET
cet-13822	66	2	dataset	dataset	NOUN
cet-13822	66	3	was	be	AUX
cet-13822	66	4	split	split	VERB
cet-13822	66	5	into	into	ADP
cet-13822	66	6	training	training	NOUN
cet-13822	66	7	and	and	CCONJ
cet-13822	66	8	testing	testing	NOUN
cet-13822	66	9	sets	set	NOUN
cet-13822	66	10	using	use	VERB
cet-13822	66	11	an	an	DET
cet-13822	66	12	80:20	80:20	NUM
cet-13822	66	13	ratio	ratio	NOUN
cet-13822	66	14	.	.	PUNCT
cet-13822	67	1	let	let	VERB
cet-13822	67	2	's	us	PRON
cet-13822	67	3	denote	denote	VERB
cet-13822	67	4	the	the	DET
cet-13822	67	5	training	training	NOUN
cet-13822	67	6	dataset	dataset	NOUN
cet-13822	67	7	as	as	ADP
cet-13822	67	8	x_train	x_train	PROPN
cet-13822	67	9	,	,	PUNCT
cet-13822	67	10	which	which	PRON
cet-13822	67	11	consists	consist	VERB
cet-13822	67	12	of	of	ADP
cet-13822	67	13	n	n	PRON
cet-13822	67	14	samples	sample	NOUN
cet-13822	67	15	(	(	PUNCT
cet-13822	67	16	x_train	x_train	NOUN
cet-13822	67	17	=	=	X
cet-13822	67	18	{	{	PUNCT
cet-13822	67	19	x1	x1	PROPN
cet-13822	67	20	,	,	PUNCT
cet-13822	67	21	x2	x2	PROPN
cet-13822	67	22	,	,	PUNCT
cet-13822	67	23	...	...	PUNCT
cet-13822	67	24	,	,	PUNCT
cet-13822	67	25	xn	xn	PROPN
cet-13822	67	26	}	}	PUNCT
cet-13822	67	27	)	)	PUNCT
cet-13822	67	28	and	and	CCONJ
cet-13822	67	29	their	their	PRON
cet-13822	67	30	corresponding	correspond	VERB
cet-13822	67	31	target	target	NOUN
cet-13822	67	32	variables	variable	NOUN
cet-13822	67	33	y_train	y_train	ADV
cet-13822	67	34	(	(	PUNCT
cet-13822	67	35	y_train	y_train	X
cet-13822	67	36	=	=	SYM
cet-13822	67	37	{	{	PUNCT
cet-13822	67	38	y1	y1	NOUN
cet-13822	67	39	,	,	PUNCT
cet-13822	67	40	y2	y2	PROPN
cet-13822	67	41	,	,	PUNCT
cet-13822	67	42	...	...	PUNCT
cet-13822	67	43	,	,	PUNCT
cet-13822	67	44	yn	yn	PROPN
cet-13822	67	45	}	}	PUNCT
cet-13822	67	46	)	)	PUNCT
cet-13822	67	47	.	.	PUNCT
cet-13822	68	1	according	accord	VERB
cet-13822	68	2	to	to	ADP
cet-13822	68	3	the	the	DET
cet-13822	68	4	random	random	ADJ
cet-13822	68	5	forest	forest	NOUN
cet-13822	68	6	regressor	regressor	NOUN
cet-13822	68	7	,	,	PUNCT
cet-13822	68	8	a	a	DET
cet-13822	68	9	collection	collection	NOUN
cet-13822	68	10	of	of	ADP
cet-13822	68	11	decision	decision	NOUN
cet-13822	68	12	trees	tree	NOUN
cet-13822	68	13	{	{	PUNCT
cet-13822	68	14	t1	t1	NOUN
cet-13822	68	15	,	,	PUNCT
cet-13822	68	16	t2	t2	NOUN
cet-13822	68	17	,	,	PUNCT
cet-13822	68	18	…	…	PUNCT
cet-13822	68	19	,	,	PUNCT
cet-13822	68	20	tm	tm	NOUN
cet-13822	68	21	}	}	PUNCT
cet-13822	68	22	is	be	AUX
cet-13822	68	23	built	build	VERB
cet-13822	68	24	,	,	PUNCT
cet-13822	68	25	where	where	SCONJ
cet-13822	68	26	each	each	DET
cet-13822	68	27	decision	decision	NOUN
cet-13822	68	28	tree	tree	NOUN
cet-13822	68	29	ti	ti	NOUN
cet-13822	68	30	is	be	AUX
cet-13822	68	31	constructed	construct	VERB
cet-13822	68	32	as	as	SCONJ
cet-13822	68	33	follows	follow	VERB
cet-13822	68	34	:	:	PUNCT
cet-13822	68	35	1	1	X
cet-13822	68	36	.	.	X
cet-13822	68	37	randomly	randomly	ADV
cet-13822	68	38	select	select	VERB
cet-13822	68	39	a	a	DET
cet-13822	68	40	bootstrap	bootstrap	NOUN
cet-13822	68	41	sample	sample	NOUN
cet-13822	68	42	of	of	ADP
cet-13822	68	43	the	the	DET
cet-13822	68	44	training	training	NOUN
cet-13822	68	45	data	datum	NOUN
cet-13822	68	46	,	,	PUNCT
cet-13822	68	47	denoted	denote	VERB
cet-13822	68	48	as	as	ADP
cet-13822	68	49	xi	xi	PROPN
cet-13822	68	50	,	,	PUNCT
cet-13822	68	51	by	by	ADP
cet-13822	68	52	randomly	randomly	ADV
cet-13822	68	53	sampling	sample	VERB
cet-13822	68	54	n	n	DET
cet-13822	68	55	examples	example	NOUN
cet-13822	68	56	with	with	ADP
cet-13822	68	57	replacement	replacement	NOUN
cet-13822	68	58	from	from	ADP
cet-13822	68	59	x_train	x_train	PROPN
cet-13822	68	60	.	.	PUNCT
cet-13822	69	1	2	2	X
cet-13822	69	2	.	.	NUM
cet-13822	69	3	randomly	randomly	ADV
cet-13822	69	4	select	select	VERB
cet-13822	69	5	a	a	DET
cet-13822	69	6	subset	subset	NOUN
cet-13822	69	7	of	of	ADP
cet-13822	69	8	features	feature	NOUN
cet-13822	69	9	,	,	PUNCT
cet-13822	69	10	denoted	denote	VERB
cet-13822	69	11	as	as	ADP
cet-13822	69	12	fi	fi	NOUN
cet-13822	69	13	,	,	PUNCT
cet-13822	69	14	by	by	ADP
cet-13822	69	15	randomly	randomly	ADV
cet-13822	69	16	choosing	choose	VERB
cet-13822	69	17	a	a	DET
cet-13822	69	18	fixed	fix	VERB
cet-13822	69	19	number	number	NOUN
cet-13822	69	20	of	of	ADP
cet-13822	69	21	features	feature	NOUN
cet-13822	69	22	from	from	ADP
cet-13822	69	23	the	the	DET
cet-13822	69	24	total	total	ADJ
cet-13822	69	25	feature	feature	NOUN
cet-13822	69	26	set	set	NOUN
cet-13822	69	27	.	.	PUNCT
cet-13822	70	1	3	3	X
cet-13822	70	2	.	.	X
cet-13822	70	3	train	train	VERB
cet-13822	70	4	a	a	DET
cet-13822	70	5	decision	decision	NOUN
cet-13822	70	6	tree	tree	NOUN
cet-13822	70	7	ti	ti	NOUN
cet-13822	70	8	on	on	ADP
cet-13822	70	9	the	the	DET
cet-13822	70	10	bootstrap	bootstrap	NOUN
cet-13822	70	11	sample	sample	NOUN
cet-13822	70	12	xi	xi	ADP
cet-13822	70	13	using	use	VERB
cet-13822	70	14	the	the	DET
cet-13822	70	15	selected	select	VERB
cet-13822	70	16	features	feature	NOUN
cet-13822	70	17	,	,	PUNCT
cet-13822	70	18	fi	fi	NOUN
cet-13822	70	19	.	.	PUNCT
cet-13822	71	1	at	at	ADP
cet-13822	71	2	each	each	DET
cet-13822	71	3	node	node	NOUN
cet-13822	71	4	of	of	ADP
cet-13822	71	5	the	the	DET
cet-13822	71	6	decision	decision	NOUN
cet-13822	71	7	tree	tree	NOUN
cet-13822	71	8	,	,	PUNCT
cet-13822	71	9	the	the	DET
cet-13822	71	10	best	good	ADJ
cet-13822	71	11	split	split	NOUN
cet-13822	71	12	is	be	AUX
cet-13822	71	13	determined	determine	VERB
cet-13822	71	14	based	base	VERB
cet-13822	71	15	on	on	ADP
cet-13822	71	16	minimizing	minimize	VERB
cet-13822	71	17	the	the	DET
cet-13822	71	18	mean	mean	ADJ
cet-13822	71	19	squared	square	VERB
cet-13822	71	20	error	error	NOUN
cet-13822	71	21	(	(	PUNCT
cet-13822	71	22	mse	mse	NOUN
cet-13822	71	23	)	)	PUNCT
cet-13822	71	24	criterion	criterion	NOUN
cet-13822	71	25	.	.	PUNCT
cet-13822	72	1	steps	step	NOUN
cet-13822	72	2	1	1	NUM
cet-13822	72	3	-	-	SYM
cet-13822	72	4	3	3	NUM
cet-13822	72	5	are	be	AUX
cet-13822	72	6	repeated	repeat	VERB
cet-13822	72	7	until	until	SCONJ
cet-13822	72	8	a	a	DET
cet-13822	72	9	complete	complete	ADJ
cet-13822	72	10	collection	collection	NOUN
cet-13822	72	11	of	of	ADP
cet-13822	72	12	m	m	PROPN
cet-13822	72	13	decision	decision	NOUN
cet-13822	72	14	trees	tree	NOUN
cet-13822	72	15	is	be	AUX
cet-13822	72	16	developed	develop	VERB
cet-13822	72	17	.	.	PUNCT
cet-13822	73	1	to	to	PART
cet-13822	73	2	make	make	VERB
cet-13822	73	3	a	a	DET
cet-13822	73	4	prediction	prediction	NOUN
cet-13822	73	5	for	for	ADP
cet-13822	73	6	a	a	DET
cet-13822	73	7	new	new	ADJ
cet-13822	73	8	input	input	NOUN
cet-13822	73	9	sample	sample	NOUN
cet-13822	73	10	x	x	NOUN
cet-13822	73	11	,	,	PUNCT
cet-13822	73	12	the	the	DET
cet-13822	73	13	random	random	ADJ
cet-13822	73	14	forest	forest	NOUN
cet-13822	73	15	regressor	regressor	NOUN
cet-13822	73	16	aggregates	aggregate	VERB
cet-13822	73	17	the	the	DET
cet-13822	73	18	predictions	prediction	NOUN
cet-13822	73	19	of	of	ADP
cet-13822	73	20	all	all	DET
cet-13822	73	21	decision	decision	NOUN
cet-13822	73	22	trees	tree	NOUN
cet-13822	73	23	in	in	ADP
cet-13822	73	24	the	the	DET
cet-13822	73	25	forest	forest	NOUN
cet-13822	73	26	.	.	PUNCT
cet-13822	74	1	the	the	DET
cet-13822	74	2	final	final	ADJ
cet-13822	74	3	prediction	prediction	NOUN
cet-13822	74	4	is	be	AUX
cet-13822	74	5	computed	compute	VERB
cet-13822	74	6	as	as	ADP
cet-13822	74	7	the	the	DET
cet-13822	74	8	average	average	NOUN
cet-13822	74	9	of	of	ADP
cet-13822	74	10	the	the	DET
cet-13822	74	11	predicted	predict	VERB
cet-13822	74	12	values	value	NOUN
cet-13822	74	13	from	from	ADP
cet-13822	74	14	each	each	DET
cet-13822	74	15	tree	tree	NOUN
cet-13822	74	16	.	.	PUNCT
cet-13822	75	1	the	the	DET
cet-13822	75	2	random	random	ADJ
cet-13822	75	3	forest	forest	NOUN
cet-13822	75	4	regressor	regressor	NOUN
cet-13822	75	5	was	be	AUX
cet-13822	75	6	trained	train	VERB
cet-13822	75	7	on	on	ADP
cet-13822	75	8	the	the	DET
cet-13822	75	9	training	training	NOUN
cet-13822	75	10	set	set	NOUN
cet-13822	75	11	using	use	VERB
cet-13822	75	12	1000	1000	NUM
cet-13822	75	13	decision	decision	NOUN
cet-13822	75	14	trees	tree	NOUN
cet-13822	75	15	.	.	PUNCT
cet-13822	76	1	the	the	DET
cet-13822	76	2	trained	train	VERB
cet-13822	76	3	regressor	regressor	NOUN
cet-13822	76	4	was	be	AUX
cet-13822	76	5	then	then	ADV
cet-13822	76	6	evaluated	evaluate	VERB
cet-13822	76	7	on	on	ADP
cet-13822	76	8	the	the	DET
cet-13822	76	9	testing	testing	NOUN
cet-13822	76	10	set	set	VERB
cet-13822	76	11	to	to	PART
cet-13822	76	12	assess	assess	VERB
cet-13822	76	13	its	its	PRON
cet-13822	76	14	performance	performance	NOUN
cet-13822	76	15	in	in	ADP
cet-13822	76	16	predicting	predict	VERB
cet-13822	76	17	the	the	DET
cet-13822	76	18	target	target	NOUN
cet-13822	76	19	variables	variable	NOUN
cet-13822	76	20	(	(	PUNCT
cet-13822	76	21	inc	inc	PROPN
cet-13822	76	22	and	and	CCONJ
cet-13822	76	23	q_inc	q_inc	NOUN
cet-13822	76	24	)	)	PUNCT
cet-13822	76	25	.	.	PUNCT
cet-13822	77	1	during	during	ADP
cet-13822	77	2	the	the	DET
cet-13822	77	3	training	training	NOUN
cet-13822	77	4	process	process	NOUN
cet-13822	77	5	,	,	PUNCT
cet-13822	77	6	the	the	DET
cet-13822	77	7	random	random	ADJ
cet-13822	77	8	forest	forest	NOUN
cet-13822	77	9	regressor	regressor	NOUN
cet-13822	77	10	was	be	AUX
cet-13822	77	11	also	also	ADV
cet-13822	77	12	utilized	utilize	VERB
cet-13822	77	13	to	to	PART
cet-13822	77	14	assess	assess	VERB
cet-13822	77	15	the	the	DET
cet-13822	77	16	feature	feature	NOUN
cet-13822	77	17	importance	importance	NOUN
cet-13822	77	18	(	(	PUNCT
cet-13822	77	19	gerstorfer	gerstorfer	VERB
cet-13822	77	20	et	et	NOUN
cet-13822	77	21	al	al	PROPN
cet-13822	77	22	.	.	PROPN
cet-13822	77	23	,	,	PUNCT
cet-13822	77	24	2023	2023	NUM
cet-13822	77	25	)	)	PUNCT
cet-13822	77	26	,	,	PUNCT
cet-13822	77	27	which	which	PRON
cet-13822	77	28	indicates	indicate	VERB
cet-13822	77	29	the	the	DET
cet-13822	77	30	relative	relative	ADJ
cet-13822	77	31	importance	importance	NOUN
cet-13822	77	32	of	of	ADP
cet-13822	77	33	each	each	DET
cet-13822	77	34	feature	feature	NOUN
cet-13822	77	35	in	in	ADP
cet-13822	77	36	501	501	NUM
cet-13822	77	37	predicting	predict	VERB
cet-13822	77	38	the	the	DET
cet-13822	77	39	target	target	NOUN
cet-13822	77	40	variable	variable	NOUN
cet-13822	77	41	.	.	PUNCT
cet-13822	78	1	the	the	DET
cet-13822	78	2	feature	feature	NOUN
cet-13822	78	3	importance	importance	NOUN
cet-13822	78	4	is	be	AUX
cet-13822	78	5	calculated	calculate	VERB
cet-13822	78	6	based	base	VERB
cet-13822	78	7	on	on	ADP
cet-13822	78	8	the	the	DET
cet-13822	78	9	total	total	ADJ
cet-13822	78	10	reduction	reduction	NOUN
cet-13822	78	11	of	of	ADP
cet-13822	78	12	the	the	DET
cet-13822	78	13	mean	mean	ADJ
cet-13822	78	14	squared	square	VERB
cet-13822	78	15	error	error	NOUN
cet-13822	78	16	(	(	PUNCT
cet-13822	78	17	mse	mse	NOUN
cet-13822	78	18	)	)	PUNCT
cet-13822	78	19	caused	cause	VERB
cet-13822	78	20	by	by	ADP
cet-13822	78	21	each	each	DET
cet-13822	78	22	feature	feature	NOUN
cet-13822	78	23	across	across	ADP
cet-13822	78	24	all	all	DET
cet-13822	78	25	decision	decision	NOUN
cet-13822	78	26	trees	tree	NOUN
cet-13822	78	27	in	in	ADP
cet-13822	78	28	the	the	DET
cet-13822	78	29	forest	forest	NOUN
cet-13822	78	30	.	.	PUNCT
cet-13822	79	1	to	to	PART
cet-13822	79	2	evaluate	evaluate	VERB
cet-13822	79	3	the	the	DET
cet-13822	79	4	accuracy	accuracy	NOUN
cet-13822	79	5	performance	performance	NOUN
cet-13822	79	6	of	of	ADP
cet-13822	79	7	the	the	DET
cet-13822	79	8	random	random	ADJ
cet-13822	79	9	forest	forest	NOUN
cet-13822	79	10	regressor	regressor	NOUN
cet-13822	79	11	,	,	PUNCT
cet-13822	79	12	the	the	DET
cet-13822	79	13	root	root	NOUN
cet-13822	79	14	mean	mean	VERB
cet-13822	79	15	squared	square	VERB
cet-13822	79	16	error	error	NOUN
cet-13822	79	17	(	(	PUNCT
cet-13822	79	18	rmse	rmse	NOUN
cet-13822	79	19	)	)	PUNCT
cet-13822	79	20	is	be	AUX
cet-13822	79	21	calculated	calculate	VERB
cet-13822	79	22	as	as	ADP
cet-13822	79	23	the	the	DET
cet-13822	79	24	difference	difference	NOUN
cet-13822	79	25	between	between	ADP
cet-13822	79	26	the	the	DET
cet-13822	79	27	predicted	predict	VERB
cet-13822	79	28	and	and	CCONJ
cet-13822	79	29	actual	actual	ADJ
cet-13822	79	30	values	value	NOUN
cet-13822	79	31	.	.	PUNCT
cet-13822	80	1	3	3	X
cet-13822	80	2	.	.	NOUN
cet-13822	80	3	results	result	NOUN
cet-13822	80	4	and	and	CCONJ
cet-13822	80	5	discussion	discussion	NOUN
cet-13822	80	6	3.1	3.1	NUM
cet-13822	80	7	influential	influential	ADJ
cet-13822	80	8	factors	factor	NOUN
cet-13822	80	9	the	the	DET
cet-13822	80	10	performance	performance	NOUN
cet-13822	80	11	of	of	ADP
cet-13822	80	12	the	the	DET
cet-13822	80	13	model	model	NOUN
cet-13822	80	14	in	in	ADP
cet-13822	80	15	predicting	predict	VERB
cet-13822	80	16	accidents	accident	NOUN
cet-13822	80	17	and	and	CCONJ
cet-13822	80	18	near	near	ADJ
cet-13822	80	19	misses	miss	NOUN
cet-13822	80	20	from	from	ADP
cet-13822	80	21	the	the	DET
cet-13822	80	22	input	input	NOUN
cet-13822	80	23	features	feature	NOUN
cet-13822	80	24	is	be	AUX
cet-13822	80	25	remarkable	remarkable	ADJ
cet-13822	80	26	:	:	PUNCT
cet-13822	80	27	the	the	DET
cet-13822	80	28	accuracy	accuracy	NOUN
cet-13822	80	29	and	and	CCONJ
cet-13822	80	30	precision	precision	NOUN
cet-13822	80	31	of	of	ADP
cet-13822	80	32	the	the	DET
cet-13822	80	33	model	model	NOUN
cet-13822	80	34	's	's	PART
cet-13822	80	35	predictions	prediction	NOUN
cet-13822	80	36	are	be	AUX
cet-13822	80	37	evaluated	evaluate	VERB
cet-13822	80	38	on	on	ADP
cet-13822	80	39	the	the	DET
cet-13822	80	40	basis	basis	NOUN
cet-13822	80	41	of	of	ADP
cet-13822	80	42	rmse	rmse	NOUN
cet-13822	80	43	,	,	PUNCT
cet-13822	80	44	which	which	PRON
cet-13822	80	45	represents	represent	VERB
cet-13822	80	46	the	the	DET
cet-13822	80	47	deviation	deviation	NOUN
cet-13822	80	48	of	of	ADP
cet-13822	80	49	the	the	DET
cet-13822	80	50	residuals	residual	NOUN
cet-13822	80	51	and	and	CCONJ
cet-13822	80	52	of	of	ADP
cet-13822	80	53	the	the	DET
cet-13822	80	54	correlation	correlation	NOUN
cet-13822	80	55	coefficient	coefficient	NOUN
cet-13822	80	56	r2	r2	PROPN
cet-13822	80	57	,	,	PUNCT
cet-13822	80	58	calculated	calculate	VERB
cet-13822	80	59	as	as	SCONJ
cet-13822	80	60	follows	follow	VERB
cet-13822	80	61	:	:	PUNCT
cet-13822	80	62	𝑅𝑀𝑆𝐸	𝑅𝑀𝑆𝐸	NOUN
cet-13822	80	63	=	=	NOUN
cet-13822	80	64	√	√	NUM
cet-13822	80	65	∑(𝑦𝑡𝑒𝑠𝑡−𝑦𝑝𝑟𝑒𝑑)2	∑(𝑦𝑡𝑒𝑠𝑡−𝑦𝑝𝑟𝑒𝑑)2	NUM
cet-13822	80	66	𝑁−𝑃	𝑁−𝑃	NOUN
cet-13822	81	1	=	=	SYM
cet-13822	81	2	0.1	0.1	NUM
cet-13822	81	3	(	(	PUNCT
cet-13822	81	4	1	1	NUM
cet-13822	81	5	)	)	PUNCT
cet-13822	81	6	where	where	SCONJ
cet-13822	81	7	:	:	PUNCT
cet-13822	81	8	ytest	yt	ADJ
cet-13822	81	9	=	=	SYM
cet-13822	81	10	actual	actual	ADJ
cet-13822	81	11	value	value	NOUN
cet-13822	81	12	for	for	ADP
cet-13822	81	13	the	the	DET
cet-13822	81	14	ith	ith	PROPN
cet-13822	81	15	observation	observation	NOUN
cet-13822	81	16	ypred	ypre	VERB
cet-13822	81	17	=	=	NUM
cet-13822	81	18	predicted	predict	VERB
cet-13822	81	19	value	value	NOUN
cet-13822	81	20	for	for	ADP
cet-13822	81	21	the	the	DET
cet-13822	81	22	ith	ith	PROPN
cet-13822	81	23	observation	observation	NOUN
cet-13822	81	24	n	n	NOUN
cet-13822	81	25	=	=	NOUN
cet-13822	81	26	number	number	NOUN
cet-13822	81	27	of	of	ADP
cet-13822	81	28	observations	observation	NOUN
cet-13822	81	29	p	p	NOUN
cet-13822	81	30	=	=	NOUN
cet-13822	81	31	number	number	NOUN
cet-13822	81	32	of	of	ADP
cet-13822	81	33	parameter	parameter	NOUN
cet-13822	81	34	estimates	estimate	NOUN
cet-13822	81	35	𝑅2	𝑅2	ADP
cet-13822	81	36	=	=	SYM
cet-13822	81	37	𝑉𝑎𝑟𝑖𝑎𝑛𝑐𝑒	𝑉𝑎𝑟𝑖𝑎𝑛𝑐𝑒	PROPN
cet-13822	81	38	𝑒𝑥𝑝𝑙𝑎𝑖𝑛𝑒𝑑	𝑒𝑥𝑝𝑙𝑎𝑖𝑛𝑒𝑑	NOUN
cet-13822	81	39	𝑏𝑦	𝑏𝑦	NOUN
cet-13822	81	40	𝑡ℎ𝑒	𝑡ℎ𝑒	PROPN
cet-13822	81	41	𝑚𝑜𝑑𝑒𝑙	𝑚𝑜𝑑𝑒𝑙	NOUN
cet-13822	82	1	𝑇𝑜𝑡𝑎𝑙	𝑇𝑜𝑡𝑎𝑙	PROPN
cet-13822	82	2	𝑣𝑎𝑟𝑖𝑎𝑛𝑐𝑒	𝑣𝑎𝑟𝑖𝑎𝑛𝑐𝑒	NOUN
cet-13822	82	3	=	=	SYM
cet-13822	82	4	0.78	0.78	NUM
cet-13822	82	5	(	(	PUNCT
cet-13822	82	6	2	2	NUM
cet-13822	82	7	)	)	PUNCT
cet-13822	82	8	one	one	NUM
cet-13822	82	9	of	of	ADP
cet-13822	82	10	the	the	DET
cet-13822	82	11	key	key	ADJ
cet-13822	82	12	advantages	advantage	NOUN
cet-13822	82	13	of	of	ADP
cet-13822	82	14	the	the	DET
cet-13822	82	15	random	random	ADJ
cet-13822	82	16	forest	forest	NOUN
cet-13822	82	17	regressor	regressor	NOUN
cet-13822	82	18	relies	rely	VERB
cet-13822	82	19	in	in	ADP
cet-13822	82	20	its	its	PRON
cet-13822	82	21	ability	ability	NOUN
cet-13822	82	22	to	to	PART
cet-13822	82	23	measure	measure	VERB
cet-13822	82	24	the	the	DET
cet-13822	82	25	importance	importance	NOUN
cet-13822	82	26	of	of	ADP
cet-13822	82	27	different	different	ADJ
cet-13822	82	28	features	feature	NOUN
cet-13822	82	29	in	in	ADP
cet-13822	82	30	predicting	predict	VERB
cet-13822	82	31	the	the	DET
cet-13822	82	32	target	target	NOUN
cet-13822	82	33	variable	variable	NOUN
cet-13822	82	34	.	.	PUNCT
cet-13822	83	1	this	this	DET
cet-13822	83	2	analysis	analysis	NOUN
cet-13822	83	3	helps	helps	AUX
cet-13822	83	4	identify	identify	VERB
cet-13822	83	5	the	the	DET
cet-13822	83	6	factors	factor	NOUN
cet-13822	83	7	and	and	CCONJ
cet-13822	83	8	subfactors	subfactor	NOUN
cet-13822	83	9	that	that	PRON
cet-13822	83	10	have	have	VERB
cet-13822	83	11	the	the	DET
cet-13822	83	12	most	most	ADV
cet-13822	83	13	significant	significant	ADJ
cet-13822	83	14	impact	impact	NOUN
cet-13822	83	15	on	on	ADP
cet-13822	83	16	the	the	DET
cet-13822	83	17	occurrence	occurrence	NOUN
cet-13822	83	18	of	of	ADP
cet-13822	83	19	accidents	accident	NOUN
cet-13822	83	20	and	and	CCONJ
cet-13822	83	21	near	near	ADJ
cet-13822	83	22	misses	miss	NOUN
cet-13822	83	23	.	.	PUNCT
cet-13822	84	1	the	the	DET
cet-13822	84	2	results	result	NOUN
cet-13822	84	3	of	of	ADP
cet-13822	84	4	this	this	DET
cet-13822	84	5	analysis	analysis	NOUN
cet-13822	84	6	provide	provide	VERB
cet-13822	84	7	a	a	DET
cet-13822	84	8	clear	clear	ADJ
cet-13822	84	9	indication	indication	NOUN
cet-13822	84	10	of	of	ADP
cet-13822	84	11	what	what	PRON
cet-13822	84	12	are	be	AUX
cet-13822	84	13	the	the	DET
cet-13822	84	14	most	most	ADV
cet-13822	84	15	important	important	ADJ
cet-13822	84	16	elements	element	NOUN
cet-13822	84	17	to	to	PART
cet-13822	84	18	be	be	AUX
cet-13822	84	19	monitored	monitor	VERB
cet-13822	84	20	to	to	PART
cet-13822	84	21	effectively	effectively	ADV
cet-13822	84	22	manage	manage	VERB
cet-13822	84	23	the	the	DET
cet-13822	84	24	risks	risk	NOUN
cet-13822	84	25	of	of	ADP
cet-13822	84	26	energy	energy	NOUN
cet-13822	84	27	transition	transition	NOUN
cet-13822	84	28	.	.	PUNCT
cet-13822	85	1	the	the	DET
cet-13822	85	2	feature	feature	NOUN
cet-13822	85	3	importance	importance	NOUN
cet-13822	85	4	is	be	AUX
cet-13822	85	5	calculated	calculate	VERB
cet-13822	85	6	based	base	VERB
cet-13822	85	7	on	on	ADP
cet-13822	85	8	the	the	DET
cet-13822	85	9	total	total	ADJ
cet-13822	85	10	reduction	reduction	NOUN
cet-13822	85	11	of	of	ADP
cet-13822	85	12	the	the	DET
cet-13822	85	13	mean	mean	ADJ
cet-13822	85	14	squared	square	VERB
cet-13822	85	15	error	error	NOUN
cet-13822	85	16	(	(	PUNCT
cet-13822	85	17	mse	mse	NOUN
cet-13822	85	18	)	)	PUNCT
cet-13822	85	19	caused	cause	VERB
cet-13822	85	20	by	by	ADP
cet-13822	85	21	each	each	DET
cet-13822	85	22	feature	feature	NOUN
cet-13822	85	23	across	across	ADP
cet-13822	85	24	all	all	DET
cet-13822	85	25	decision	decision	NOUN
cet-13822	85	26	trees	tree	NOUN
cet-13822	85	27	in	in	ADP
cet-13822	85	28	the	the	DET
cet-13822	85	29	random	random	ADJ
cet-13822	85	30	forest	forest	NOUN
cet-13822	85	31	.	.	PUNCT
cet-13822	86	1	the	the	DET
cet-13822	86	2	importance	importance	NOUN
cet-13822	86	3	values	value	NOUN
cet-13822	86	4	are	be	AUX
cet-13822	86	5	normalized	normalize	VERB
cet-13822	86	6	so	so	SCONJ
cet-13822	86	7	that	that	SCONJ
cet-13822	86	8	the	the	DET
cet-13822	86	9	sum	sum	NOUN
cet-13822	86	10	of	of	ADP
cet-13822	86	11	all	all	DET
cet-13822	86	12	feature	feature	NOUN
cet-13822	86	13	importance	importance	NOUN
cet-13822	86	14	is	be	AUX
cet-13822	86	15	equal	equal	ADJ
cet-13822	86	16	to	to	ADP
cet-13822	86	17	one	one	NUM
cet-13822	86	18	.	.	PUNCT
cet-13822	87	1	for	for	ADP
cet-13822	87	2	each	each	DET
cet-13822	87	3	decision	decision	NOUN
cet-13822	87	4	tree	tree	NOUN
cet-13822	87	5	,	,	PUNCT
cet-13822	87	6	the	the	DET
cet-13822	87	7	model	model	NOUN
cet-13822	87	8	calculates	calculate	VERB
cet-13822	87	9	a	a	DET
cet-13822	87	10	nodes	node	NOUN
cet-13822	87	11	importance	importance	NOUN
cet-13822	87	12	using	use	VERB
cet-13822	87	13	gini	gini	NOUN
cet-13822	87	14	importance	importance	NOUN
cet-13822	87	15	.	.	PUNCT
cet-13822	88	1	gini	gini	NOUN
cet-13822	88	2	importance	importance	NOUN
cet-13822	88	3	or	or	CCONJ
cet-13822	88	4	mean	mean	ADJ
cet-13822	88	5	decrease	decrease	NOUN
cet-13822	88	6	in	in	ADP
cet-13822	88	7	impurity	impurity	NOUN
cet-13822	88	8	–	–	PUNCT
cet-13822	88	9	mdi	mdi	PROPN
cet-13822	88	10	calculates	calculate	VERB
cet-13822	88	11	each	each	DET
cet-13822	88	12	feature	feature	NOUN
cet-13822	88	13	importance	importance	NOUN
cet-13822	88	14	as	as	ADP
cet-13822	88	15	the	the	DET
cet-13822	88	16	sum	sum	NOUN
cet-13822	88	17	over	over	ADP
cet-13822	88	18	the	the	DET
cet-13822	88	19	number	number	NOUN
cet-13822	88	20	of	of	ADP
cet-13822	88	21	splits	split	NOUN
cet-13822	88	22	(	(	PUNCT
cet-13822	88	23	across	across	ADP
cet-13822	88	24	all	all	DET
cet-13822	88	25	trees	tree	NOUN
cet-13822	88	26	)	)	PUNCT
cet-13822	88	27	that	that	PRON
cet-13822	88	28	include	include	VERB
cet-13822	88	29	the	the	DET
cet-13822	88	30	feature	feature	NOUN
cet-13822	88	31	,	,	PUNCT
cet-13822	88	32	proportionally	proportionally	ADV
cet-13822	88	33	to	to	ADP
cet-13822	88	34	the	the	DET
cet-13822	88	35	number	number	NOUN
cet-13822	88	36	of	of	ADP
cet-13822	88	37	samples	sample	NOUN
cet-13822	88	38	it	it	PRON
cet-13822	88	39	splits	split	VERB
cet-13822	88	40	(	(	PUNCT
cet-13822	88	41	in	in	ADP
cet-13822	88	42	equation	equation	NOUN
cet-13822	88	43	3	3	NUM
cet-13822	88	44	an	an	DET
cet-13822	88	45	example	example	NOUN
cet-13822	88	46	for	for	ADP
cet-13822	88	47	a	a	DET
cet-13822	88	48	binary	binary	ADJ
cet-13822	88	49	tree	tree	NOUN
cet-13822	88	50	):	):	PUNCT
cet-13822	88	51	𝑛𝑖𝑗	𝑛𝑖𝑗	NOUN
cet-13822	88	52	=	=	SYM
cet-13822	88	53	𝑤𝑗𝐶𝑗	𝑤𝑗𝐶𝑗	PROPN
cet-13822	88	54	−	−	PROPN
cet-13822	88	55	𝑤𝑙𝑒𝑓𝑡(𝑗)𝐶𝑙𝑒𝑓𝑡(𝑗	𝑤𝑙𝑒𝑓𝑡(𝑗)𝐶𝑙𝑒𝑓𝑡(𝑗	PROPN
cet-13822	88	56	)	)	PUNCT
cet-13822	88	57	−	−	PROPN
cet-13822	89	1	𝑤𝑟𝑖𝑔ℎ𝑡(𝑗)𝐶𝑟𝑖𝑔ℎ𝑡(𝑗	𝑤𝑟𝑖𝑔ℎ𝑡(𝑗)𝐶𝑟𝑖𝑔ℎ𝑡(𝑗	PROPN
cet-13822	89	2	)	)	PUNCT
cet-13822	89	3	(	(	PUNCT
cet-13822	89	4	3	3	X
cet-13822	89	5	)	)	PUNCT
cet-13822	90	1	where	where	SCONJ
cet-13822	90	2	:	:	PUNCT
cet-13822	90	3	nij=	nij=	VERB
cet-13822	90	4	importance	importance	NOUN
cet-13822	90	5	of	of	ADP
cet-13822	90	6	node	node	PROPN
cet-13822	90	7	j	j	PROPN
cet-13822	90	8	wj	wj	PROPN
cet-13822	90	9	=	=	PROPN
cet-13822	90	10	weighted	weight	VERB
cet-13822	90	11	number	number	NOUN
cet-13822	90	12	of	of	ADP
cet-13822	90	13	samples	sample	NOUN
cet-13822	90	14	reaching	reach	VERB
cet-13822	90	15	node	node	PROPN
cet-13822	90	16	j	j	PROPN
cet-13822	90	17	cj	cj	PROPN
cet-13822	91	1	=	=	NOUN
cet-13822	91	2	impurity	impurity	NOUN
cet-13822	91	3	value	value	NOUN
cet-13822	91	4	of	of	ADP
cet-13822	91	5	node	node	PROPN
cet-13822	91	6	j	j	PROPN
cet-13822	91	7	left(j	left(j	PROPN
cet-13822	91	8	)	)	PUNCT
cet-13822	91	9	=	=	SYM
cet-13822	91	10	child	child	NOUN
cet-13822	91	11	node	node	NOUN
cet-13822	91	12	from	from	ADP
cet-13822	91	13	left	left	ADJ
cet-13822	91	14	split	split	NOUN
cet-13822	91	15	on	on	ADP
cet-13822	91	16	node	node	PROPN
cet-13822	91	17	j	j	PROPN
cet-13822	91	18	right(j	right(j	PROPN
cet-13822	91	19	)	)	PUNCT
cet-13822	91	20	=	=	SYM
cet-13822	91	21	child	child	NOUN
cet-13822	91	22	node	node	NOUN
cet-13822	91	23	from	from	ADP
cet-13822	91	24	right	right	ADJ
cet-13822	91	25	split	split	NOUN
cet-13822	91	26	on	on	ADP
cet-13822	91	27	node	node	PROPN
cet-13822	91	28	j	j	PROPN
cet-13822	91	29	the	the	DET
cet-13822	91	30	importance	importance	NOUN
cet-13822	91	31	for	for	ADP
cet-13822	91	32	each	each	DET
cet-13822	91	33	feature	feature	NOUN
cet-13822	91	34	on	on	ADP
cet-13822	91	35	a	a	DET
cet-13822	91	36	decision	decision	NOUN
cet-13822	91	37	tree	tree	NOUN
cet-13822	91	38	is	be	AUX
cet-13822	91	39	subsequently	subsequently	ADV
cet-13822	91	40	calculated	calculate	VERB
cet-13822	91	41	as	as	SCONJ
cet-13822	91	42	follows	follow	VERB
cet-13822	91	43	:	:	PUNCT
cet-13822	91	44	𝑓𝑖𝑖	𝑓𝑖𝑖	NOUN
cet-13822	91	45	=	=	PUNCT
cet-13822	91	46	∑	∑	VERB
cet-13822	91	47	𝑛𝑖𝑗𝑗:𝑛𝑜𝑑𝑒	𝑛𝑖𝑗𝑗:𝑛𝑜𝑑𝑒	ADV
cet-13822	91	48	𝑗	𝑗	PROPN
cet-13822	91	49	𝑠𝑝𝑙𝑖𝑡𝑠	𝑠𝑝𝑙𝑖𝑡𝑠	ADJ
cet-13822	91	50	𝑜𝑛	𝑜𝑛	PROPN
cet-13822	91	51	𝑓𝑒𝑎𝑡𝑢𝑟𝑒	𝑓𝑒𝑎𝑡𝑢𝑟𝑒	NOUN
cet-13822	91	52	𝑖	𝑖	NOUN
cet-13822	91	53	∑	∑	PUNCT
cet-13822	91	54	𝑓𝑖𝑗𝑘	𝑓𝑖𝑗𝑘	ADV
cet-13822	91	55	𝑖𝑛	𝑖𝑛	DET
cet-13822	91	56	𝑎𝑙𝑙	𝑎𝑙𝑙	PROPN
cet-13822	91	57	𝑛𝑜𝑑𝑒𝑠	𝑛𝑜𝑑𝑒𝑠	PROPN
cet-13822	91	58	(	(	PUNCT
cet-13822	91	59	4	4	NUM
cet-13822	91	60	)	)	PUNCT
cet-13822	92	1	where	where	SCONJ
cet-13822	92	2	:	:	PUNCT
cet-13822	92	3	fii	fii	PROPN
cet-13822	92	4	=	=	PUNCT
cet-13822	92	5	importance	importance	NOUN
cet-13822	92	6	of	of	ADP
cet-13822	92	7	feature	feature	NOUN
cet-13822	92	8	i	i	PRON
cet-13822	92	9	nij	nij	VERB
cet-13822	93	1	=	=	NOUN
cet-13822	93	2	importance	importance	NOUN
cet-13822	93	3	of	of	ADP
cet-13822	93	4	node	node	PROPN
cet-13822	93	5	j	j	PROPN
cet-13822	93	6	feature	feature	NOUN
cet-13822	93	7	importance	importance	NOUN
cet-13822	93	8	values	value	NOUN
cet-13822	93	9	are	be	AUX
cet-13822	93	10	then	then	ADV
cet-13822	93	11	normalized	normalize	VERB
cet-13822	93	12	by	by	ADP
cet-13822	93	13	dividing	divide	VERB
cet-13822	93	14	them	they	PRON
cet-13822	93	15	by	by	ADP
cet-13822	93	16	the	the	DET
cet-13822	93	17	sum	sum	NOUN
cet-13822	93	18	of	of	ADP
cet-13822	93	19	all	all	DET
cet-13822	93	20	feature	feature	NOUN
cet-13822	93	21	importance	importance	NOUN
cet-13822	93	22	values	value	NOUN
cet-13822	93	23	.	.	PUNCT
cet-13822	94	1	the	the	DET
cet-13822	94	2	final	final	ADJ
cet-13822	94	3	feature	feature	NOUN
cet-13822	94	4	importance	importance	NOUN
cet-13822	94	5	,	,	PUNCT
cet-13822	94	6	at	at	ADP
cet-13822	94	7	the	the	DET
cet-13822	94	8	random	random	ADJ
cet-13822	94	9	forest	forest	NOUN
cet-13822	94	10	level	level	NOUN
cet-13822	94	11	,	,	PUNCT
cet-13822	94	12	is	be	AUX
cet-13822	94	13	the	the	DET
cet-13822	94	14	calculated	calculated	ADJ
cet-13822	94	15	average	average	NOUN
cet-13822	94	16	over	over	ADP
cet-13822	94	17	all	all	DET
cet-13822	94	18	the	the	DET
cet-13822	94	19	trees	tree	NOUN
cet-13822	94	20	.	.	PUNCT
cet-13822	95	1	the	the	DET
cet-13822	95	2	sum	sum	NOUN
cet-13822	95	3	of	of	ADP
cet-13822	95	4	the	the	DET
cet-13822	95	5	feature	feature	NOUN
cet-13822	95	6	’s	’s	PART
cet-13822	95	7	importance	importance	NOUN
cet-13822	95	8	value	value	NOUN
cet-13822	95	9	on	on	ADP
cet-13822	95	10	each	each	DET
cet-13822	95	11	tree	tree	NOUN
cet-13822	95	12	is	be	AUX
cet-13822	95	13	calculated	calculate	VERB
cet-13822	95	14	and	and	CCONJ
cet-13822	95	15	divided	divide	VERB
cet-13822	95	16	by	by	ADP
cet-13822	95	17	the	the	DET
cet-13822	95	18	total	total	ADJ
cet-13822	95	19	number	number	NOUN
cet-13822	95	20	of	of	ADP
cet-13822	95	21	trees	tree	NOUN
cet-13822	95	22	(	(	PUNCT
cet-13822	95	23	eq	eq	NOUN
cet-13822	95	24	.	.	NOUN
cet-13822	95	25	5	5	NUM
cet-13822	95	26	):	):	PUNCT
cet-13822	95	27	𝑅𝐹𝑓𝑖𝑖	𝑅𝐹𝑓𝑖𝑖	PROPN
cet-13822	96	1	=	=	PUNCT
cet-13822	96	2	∑	∑	PROPN
cet-13822	96	3	𝑛𝑜𝑟𝑚𝑓𝑖𝑖𝑗𝑗	𝑛𝑜𝑟𝑚𝑓𝑖𝑖𝑗𝑗	NOUN
cet-13822	96	4	𝑖𝑛	𝑖𝑛	PRON
cet-13822	96	5	𝑎𝑙𝑙	𝑎𝑙𝑙	PROPN
cet-13822	96	6	𝑡𝑟𝑒𝑒𝑠	𝑡𝑟𝑒𝑒𝑠	VERB
cet-13822	96	7	𝑇	𝑇	PROPN
cet-13822	96	8	(	(	PUNCT
cet-13822	96	9	5	5	NUM
cet-13822	96	10	)	)	PUNCT
cet-13822	96	11	where	where	SCONJ
cet-13822	96	12	:	:	PUNCT
cet-13822	96	13	rffii	rffii	ADJ
cet-13822	96	14	=	=	NOUN
cet-13822	96	15	importance	importance	NOUN
cet-13822	96	16	of	of	ADP
cet-13822	96	17	feature	feature	NOUN
cet-13822	96	18	i	i	PRON
cet-13822	96	19	calculated	calculate	VERB
cet-13822	96	20	from	from	ADP
cet-13822	96	21	all	all	DET
cet-13822	96	22	trees	tree	NOUN
cet-13822	96	23	in	in	ADP
cet-13822	96	24	the	the	DET
cet-13822	96	25	random	random	ADJ
cet-13822	96	26	forest	forest	NOUN
cet-13822	96	27	model	model	NOUN
cet-13822	96	28	normfiij	normfiij	PROPN
cet-13822	97	1	=	=	PRON
cet-13822	97	2	normalized	normalize	VERB
cet-13822	97	3	feature	feature	NOUN
cet-13822	97	4	importance	importance	NOUN
cet-13822	97	5	for	for	ADP
cet-13822	97	6	i	i	PRON
cet-13822	97	7	in	in	ADP
cet-13822	97	8	tree	tree	NOUN
cet-13822	97	9	j	j	PROPN
cet-13822	97	10	t	t	PROPN
cet-13822	97	11	=	=	PUNCT
cet-13822	97	12	total	total	ADJ
cet-13822	97	13	number	number	NOUN
cet-13822	97	14	of	of	ADP
cet-13822	97	15	trees	tree	NOUN
cet-13822	97	16	.	.	PUNCT
cet-13822	98	1	502	502	NUM
cet-13822	98	2	3.2	3.2	NUM
cet-13822	98	3	detailed	detailed	ADJ
cet-13822	98	4	feature	feature	NOUN
cet-13822	98	5	analysis	analysis	NOUN
cet-13822	98	6	figure	figure	NOUN
cet-13822	98	7	1	1	NUM
cet-13822	98	8	:	:	PUNCT
cet-13822	98	9	calculated	calculate	VERB
cet-13822	98	10	feature	feature	NOUN
cet-13822	98	11	importance	importance	NOUN
cet-13822	98	12	.	.	PUNCT
cet-13822	99	1	the	the	DET
cet-13822	99	2	feature	feature	NOUN
cet-13822	99	3	importance	importance	NOUN
cet-13822	99	4	,	,	PUNCT
cet-13822	99	5	graphically	graphically	ADV
cet-13822	99	6	depicted	depict	VERB
cet-13822	99	7	in	in	ADP
cet-13822	99	8	figure	figure	NOUN
cet-13822	99	9	1	1	NUM
cet-13822	99	10	,	,	PUNCT
cet-13822	99	11	allowed	allow	VERB
cet-13822	99	12	revealing	reveal	VERB
cet-13822	99	13	the	the	DET
cet-13822	99	14	following	follow	VERB
cet-13822	99	15	insights	insight	NOUN
cet-13822	99	16	.	.	PUNCT
cet-13822	100	1	accelerating	accelerate	VERB
cet-13822	100	2	factors	factor	NOUN
cet-13822	100	3	•	•	ADV
cet-13822	100	4	among	among	ADP
cet-13822	100	5	per	per	ADP
cet-13822	100	6	(	(	PUNCT
cet-13822	100	7	the	the	DET
cet-13822	100	8	hazard	hazard	NOUN
cet-13822	100	9	level	level	NOUN
cet-13822	100	10	)	)	PUNCT
cet-13822	100	11	,	,	PUNCT
cet-13822	100	12	imp_mat	imp_mat	PROPN
cet-13822	100	13	was	be	AUX
cet-13822	100	14	found	find	VERB
cet-13822	100	15	to	to	PART
cet-13822	100	16	be	be	AUX
cet-13822	100	17	the	the	DET
cet-13822	100	18	most	most	ADV
cet-13822	100	19	important	important	ADJ
cet-13822	100	20	feature	feature	NOUN
cet-13822	100	21	,	,	PUNCT
cet-13822	100	22	contributing	contribute	VERB
cet-13822	100	23	significantly	significantly	ADV
cet-13822	100	24	to	to	ADP
cet-13822	100	25	the	the	DET
cet-13822	100	26	prediction	prediction	NOUN
cet-13822	100	27	of	of	ADP
cet-13822	100	28	accidents	accident	NOUN
cet-13822	100	29	and	and	CCONJ
cet-13822	100	30	near	near	ADJ
cet-13822	100	31	misses	miss	NOUN
cet-13822	100	32	.	.	PUNCT
cet-13822	101	1	this	this	DET
cet-13822	101	2	observation	observation	NOUN
cet-13822	101	3	suggests	suggest	VERB
cet-13822	101	4	that	that	SCONJ
cet-13822	101	5	the	the	DET
cet-13822	101	6	technological	technological	ADJ
cet-13822	101	7	characteristics	characteristic	NOUN
cet-13822	101	8	of	of	ADP
cet-13822	101	9	the	the	DET
cet-13822	101	10	plants	plant	NOUN
cet-13822	101	11	involved	involve	VERB
cet-13822	101	12	in	in	ADP
cet-13822	101	13	the	the	DET
cet-13822	101	14	processes	process	NOUN
cet-13822	101	15	play	play	VERB
cet-13822	101	16	a	a	DET
cet-13822	101	17	crucial	crucial	ADJ
cet-13822	101	18	role	role	NOUN
cet-13822	101	19	in	in	ADP
cet-13822	101	20	determining	determine	VERB
cet-13822	101	21	the	the	DET
cet-13822	101	22	safety	safety	NOUN
cet-13822	101	23	outcomes	outcome	NOUN
cet-13822	101	24	.	.	PUNCT
cet-13822	102	1	•	•	NOUN
cet-13822	102	2	among	among	ADP
cet-13822	102	3	con	con	X
cet-13822	102	4	(	(	PUNCT
cet-13822	102	5	the	the	DET
cet-13822	102	6	contextual	contextual	ADJ
cet-13822	102	7	elements	element	NOUN
cet-13822	102	8	)	)	PUNCT
cet-13822	102	9	,	,	PUNCT
cet-13822	102	10	log	log	PROPN
cet-13822	102	11	emerged	emerge	VERB
cet-13822	102	12	as	as	ADP
cet-13822	102	13	a	a	DET
cet-13822	102	14	highly	highly	ADV
cet-13822	102	15	influential	influential	ADJ
cet-13822	102	16	feature	feature	NOUN
cet-13822	102	17	.	.	PUNCT
cet-13822	103	1	factors	factor	NOUN
cet-13822	103	2	related	relate	VERB
cet-13822	103	3	to	to	ADP
cet-13822	103	4	logistical	logistical	ADJ
cet-13822	103	5	operations	operation	NOUN
cet-13822	103	6	and	and	CCONJ
cet-13822	103	7	management	management	NOUN
cet-13822	103	8	have	have	VERB
cet-13822	103	9	a	a	DET
cet-13822	103	10	relevant	relevant	ADJ
cet-13822	103	11	impact	impact	NOUN
cet-13822	103	12	on	on	ADP
cet-13822	103	13	accident	accident	NOUN
cet-13822	103	14	and	and	CCONJ
cet-13822	103	15	near	near	ADV
cet-13822	103	16	-	-	PUNCT
cet-13822	103	17	miss	miss	NOUN
cet-13822	103	18	occurrences	occurrence	NOUN
cet-13822	103	19	.	.	PUNCT
cet-13822	104	1	mitigating	mitigate	VERB
cet-13822	104	2	factors	factor	NOUN
cet-13822	104	3	•	•	NOUN
cet-13822	104	4	among	among	ADP
cet-13822	104	5	the	the	DET
cet-13822	104	6	tec	tec	ADJ
cet-13822	104	7	(	(	PUNCT
cet-13822	104	8	technical	technical	ADJ
cet-13822	104	9	aspects	aspect	NOUN
cet-13822	104	10	)	)	PUNCT
cet-13822	104	11	,	,	PUNCT
cet-13822	104	12	both	both	PRON
cet-13822	104	13	affid	affid	ADJ
cet-13822	104	14	and	and	CCONJ
cet-13822	104	15	innov	innov	NOUN
cet-13822	104	16	were	be	AUX
cet-13822	104	17	found	find	VERB
cet-13822	104	18	to	to	PART
cet-13822	104	19	have	have	VERB
cet-13822	104	20	notable	notable	ADJ
cet-13822	104	21	importance	importance	NOUN
cet-13822	104	22	.	.	PUNCT
cet-13822	105	1	this	this	DET
cet-13822	105	2	result	result	NOUN
cet-13822	105	3	suggests	suggest	VERB
cet-13822	105	4	that	that	SCONJ
cet-13822	105	5	both	both	CCONJ
cet-13822	105	6	the	the	DET
cet-13822	105	7	reliability	reliability	NOUN
cet-13822	105	8	of	of	ADP
cet-13822	105	9	technical	technical	ADJ
cet-13822	105	10	systems	system	NOUN
cet-13822	105	11	and	and	CCONJ
cet-13822	105	12	the	the	DET
cet-13822	105	13	level	level	NOUN
cet-13822	105	14	of	of	ADP
cet-13822	105	15	innovation	innovation	NOUN
cet-13822	105	16	implemented	implement	VERB
cet-13822	105	17	in	in	ADP
cet-13822	105	18	the	the	DET
cet-13822	105	19	processes	process	NOUN
cet-13822	105	20	contribute	contribute	VERB
cet-13822	105	21	significantly	significantly	ADV
cet-13822	105	22	to	to	ADP
cet-13822	105	23	safety	safety	NOUN
cet-13822	105	24	outcomes	outcome	NOUN
cet-13822	105	25	.	.	PUNCT
cet-13822	106	1	•	•	NOUN
cet-13822	106	2	within	within	ADP
cet-13822	106	3	um_org	um_org	PROPN
cet-13822	106	4	(	(	PUNCT
cet-13822	106	5	human	human	ADJ
cet-13822	106	6	and	and	CCONJ
cet-13822	106	7	organizational	organizational	ADJ
cet-13822	106	8	aspects	aspect	NOUN
cet-13822	106	9	)	)	PUNCT
cet-13822	106	10	,	,	PUNCT
cet-13822	106	11	con	con	PROPN
cet-13822	106	12	was	be	AUX
cet-13822	106	13	identified	identify	VERB
cet-13822	106	14	as	as	ADP
cet-13822	106	15	the	the	DET
cet-13822	106	16	most	most	ADV
cet-13822	106	17	important	important	ADJ
cet-13822	106	18	feature	feature	NOUN
cet-13822	106	19	.	.	PUNCT
cet-13822	107	1	this	this	DET
cet-13822	107	2	finding	finding	NOUN
cet-13822	107	3	indicates	indicate	VERB
cet-13822	107	4	that	that	SCONJ
cet-13822	107	5	the	the	DET
cet-13822	107	6	level	level	NOUN
cet-13822	107	7	of	of	ADP
cet-13822	107	8	knowledge	knowledge	NOUN
cet-13822	107	9	and	and	CCONJ
cet-13822	107	10	expertise	expertise	NOUN
cet-13822	107	11	possessed	possess	VERB
cet-13822	107	12	by	by	ADP
cet-13822	107	13	individuals	individual	NOUN
cet-13822	107	14	and	and	CCONJ
cet-13822	107	15	organizations	organization	NOUN
cet-13822	107	16	has	have	VERB
cet-13822	107	17	a	a	DET
cet-13822	107	18	strong	strong	ADJ
cet-13822	107	19	influence	influence	NOUN
cet-13822	107	20	on	on	ADP
cet-13822	107	21	accident	accident	NOUN
cet-13822	107	22	and	and	CCONJ
cet-13822	107	23	near	near	ADV
cet-13822	107	24	-	-	PUNCT
cet-13822	107	25	miss	miss	NOUN
cet-13822	107	26	occurrences	occurrence	NOUN
cet-13822	107	27	,	,	PUNCT
cet-13822	107	28	confirming	confirm	VERB
cet-13822	107	29	previous	previous	ADJ
cet-13822	107	30	studies	study	NOUN
cet-13822	107	31	in	in	ADP
cet-13822	107	32	the	the	DET
cet-13822	107	33	process	process	NOUN
cet-13822	107	34	industry	industry	NOUN
cet-13822	107	35	context	context	NOUN
cet-13822	107	36	relying	rely	VERB
cet-13822	107	37	on	on	ADP
cet-13822	107	38	different	different	ADJ
cet-13822	107	39	statistical	statistical	ADJ
cet-13822	107	40	approaches	approach	NOUN
cet-13822	107	41	(	(	PUNCT
cet-13822	107	42	e.g.	e.g.	ADV
cet-13822	107	43	,	,	PUNCT
cet-13822	107	44	fabiano	fabiano	PROPN
cet-13822	107	45	et	et	PROPN
cet-13822	107	46	al	al	PROPN
cet-13822	107	47	.	.	PROPN
cet-13822	107	48	,	,	PUNCT
cet-13822	107	49	2022	2022	NUM
cet-13822	107	50	)	)	PUNCT
cet-13822	107	51	.	.	PUNCT
cet-13822	108	1	operative	operative	ADJ
cet-13822	108	2	experience	experience	NOUN
cet-13822	108	3	data	data	VERB
cet-13822	108	4	the	the	DET
cet-13822	108	5	distinctly	distinctly	ADV
cet-13822	108	6	higher	high	ADJ
cet-13822	108	7	importance	importance	NOUN
cet-13822	108	8	of	of	ADP
cet-13822	108	9	major	major	ADJ
cet-13822	108	10	non	non	NOUN
cet-13822	108	11	-	-	NOUN
cet-13822	108	12	conformities	conformity	NOUN
cet-13822	108	13	(	(	PUNCT
cet-13822	108	14	nc_maj	nc_maj	NOUN
cet-13822	108	15	)	)	PUNCT
cet-13822	108	16	highlights	highlight	NOUN
cet-13822	108	17	the	the	DET
cet-13822	108	18	relevant	relevant	ADJ
cet-13822	108	19	role	role	NOUN
cet-13822	108	20	of	of	ADP
cet-13822	108	21	noncompliance	noncompliance	NOUN
cet-13822	108	22	issues	issue	NOUN
cet-13822	108	23	in	in	ADP
cet-13822	108	24	anticipating	anticipate	VERB
cet-13822	108	25	the	the	DET
cet-13822	108	26	safety	safety	NOUN
cet-13822	108	27	incidents	incident	NOUN
cet-13822	108	28	.	.	PUNCT
cet-13822	109	1	table	table	NOUN
cet-13822	109	2	1	1	NUM
cet-13822	109	3	:	:	PUNCT
cet-13822	109	4	calculated	calculate	VERB
cet-13822	109	5	feature	feature	NOUN
cet-13822	109	6	importance	importance	NOUN
cet-13822	109	7	.	.	PUNCT
cet-13822	110	1	feature	feature	NOUN
cet-13822	110	2	importance	importance	NOUN
cet-13822	110	3	sost	sost	VERB
cet-13822	110	4	0.059	0.059	NUM
cet-13822	110	5	proc	proc	NOUN
cet-13822	110	6	0.044	0.044	NUM
cet-13822	110	7	imp_mat	imp_mat	NOUN
cet-13822	110	8	0.137	0.137	NUM
cet-13822	110	9	log	log	NOUN
cet-13822	110	10	0.071	0.071	NUM
cet-13822	110	11	interf	interf	NOUN
cet-13822	110	12	0.055	0.055	NUM
cet-13822	110	13	soc_pol_fin	soc_pol_fin	NOUN
cet-13822	110	14	0.051	0.051	NUM
cet-13822	110	15	affid	affid	ADJ
cet-13822	110	16	0.064	0.064	NUM
cet-13822	110	17	innov	innov	NOUN
cet-13822	110	18	0.064	0.064	NUM
cet-13822	110	19	con	con	PROPN
cet-13822	110	20	0.066	0.066	NUM
cet-13822	110	21	cul	cul	PROPN
cet-13822	110	22	0.064	0.064	NUM
cet-13822	110	23	comun	comun	PROPN
cet-13822	110	24	0.056	0.056	NUM
cet-13822	110	25	anom	anom	PROPN
cet-13822	110	26	0.059	0.059	NUM
cet-13822	110	27	nc_maj	nc_maj	PROPN
cet-13822	110	28	0.130	0.130	NUM
cet-13822	110	29	nc_min	nc_min	NOUN
cet-13822	110	30	0.079	0.079	NUM
cet-13822	110	31	understanding	understand	VERB
cet-13822	110	32	the	the	DET
cet-13822	110	33	relative	relative	ADJ
cet-13822	110	34	importance	importance	NOUN
cet-13822	110	35	of	of	ADP
cet-13822	110	36	different	different	ADJ
cet-13822	110	37	factors	factor	NOUN
cet-13822	110	38	and	and	CCONJ
cet-13822	110	39	subfactors	subfactor	NOUN
cet-13822	110	40	provides	provide	VERB
cet-13822	110	41	valuable	valuable	ADJ
cet-13822	110	42	insights	insight	NOUN
cet-13822	110	43	for	for	ADP
cet-13822	110	44	prioritizing	prioritize	VERB
cet-13822	110	45	interventions	intervention	NOUN
cet-13822	110	46	and	and	CCONJ
cet-13822	110	47	allocating	allocate	VERB
cet-13822	110	48	resources	resource	NOUN
cet-13822	110	49	to	to	PART
cet-13822	110	50	improve	improve	VERB
cet-13822	110	51	safety	safety	NOUN
cet-13822	110	52	.	.	PUNCT
cet-13822	111	1	by	by	ADP
cet-13822	111	2	focusing	focus	VERB
cet-13822	111	3	on	on	ADP
cet-13822	111	4	the	the	DET
cet-13822	111	5	most	most	ADV
cet-13822	111	6	influential	influential	ADJ
cet-13822	111	7	factors	factor	NOUN
cet-13822	111	8	,	,	PUNCT
cet-13822	111	9	503	503	NUM
cet-13822	111	10	organizations	organization	NOUN
cet-13822	111	11	can	can	AUX
cet-13822	111	12	effectively	effectively	ADV
cet-13822	111	13	target	target	VERB
cet-13822	111	14	their	their	PRON
cet-13822	111	15	efforts	effort	NOUN
cet-13822	111	16	to	to	PART
cet-13822	111	17	mitigate	mitigate	VERB
cet-13822	111	18	risks	risk	NOUN
cet-13822	111	19	and	and	CCONJ
cet-13822	111	20	prevent	prevent	VERB
cet-13822	111	21	accidents	accident	NOUN
cet-13822	111	22	and	and	CCONJ
cet-13822	111	23	near	near	ADJ
cet-13822	111	24	misses	miss	NOUN
cet-13822	111	25	.	.	PUNCT
cet-13822	112	1	the	the	DET
cet-13822	112	2	percentual	percentual	ADJ
cet-13822	112	3	importance	importance	NOUN
cet-13822	112	4	calculated	calculate	VERB
cet-13822	112	5	for	for	ADP
cet-13822	112	6	each	each	DET
cet-13822	112	7	feature	feature	NOUN
cet-13822	112	8	in	in	ADP
cet-13822	112	9	the	the	DET
cet-13822	112	10	given	give	VERB
cet-13822	112	11	applicative	applicative	ADJ
cet-13822	112	12	case	case	NOUN
cet-13822	112	13	-	-	PUNCT
cet-13822	112	14	study	study	NOUN
cet-13822	112	15	is	be	AUX
cet-13822	112	16	reported	report	VERB
cet-13822	112	17	in	in	ADP
cet-13822	112	18	table	table	NOUN
cet-13822	112	19	1	1	NUM
cet-13822	112	20	.	.	PUNCT
cet-13822	113	1	it	it	PRON
cet-13822	113	2	is	be	AUX
cet-13822	113	3	noteworthy	noteworthy	ADJ
cet-13822	113	4	noting	note	VERB
cet-13822	113	5	that	that	SCONJ
cet-13822	113	6	the	the	DET
cet-13822	113	7	feature	feature	NOUN
cet-13822	113	8	importance	importance	NOUN
cet-13822	113	9	analysis	analysis	NOUN
cet-13822	113	10	is	be	AUX
cet-13822	113	11	based	base	VERB
cet-13822	113	12	on	on	ADP
cet-13822	113	13	the	the	DET
cet-13822	113	14	specific	specific	ADJ
cet-13822	113	15	dataset	dataset	NOUN
cet-13822	113	16	and	and	CCONJ
cet-13822	113	17	modeling	modeling	NOUN
cet-13822	113	18	assumptions	assumption	NOUN
cet-13822	113	19	used	use	VERB
cet-13822	113	20	in	in	ADP
cet-13822	113	21	this	this	DET
cet-13822	113	22	study	study	NOUN
cet-13822	113	23	and	and	CCONJ
cet-13822	113	24	may	may	AUX
cet-13822	113	25	largely	largely	ADV
cet-13822	113	26	vary	vary	VERB
cet-13822	113	27	in	in	ADP
cet-13822	113	28	different	different	ADJ
cet-13822	113	29	contexts	context	NOUN
cet-13822	113	30	or	or	CCONJ
cet-13822	113	31	datasets	dataset	NOUN
cet-13822	113	32	.	.	PUNCT
cet-13822	114	1	consequently	consequently	ADV
cet-13822	114	2	it	it	PRON
cet-13822	114	3	is	be	AUX
cet-13822	114	4	recommended	recommend	VERB
cet-13822	114	5	to	to	PART
cet-13822	114	6	conduct	conduct	VERB
cet-13822	114	7	further	further	ADJ
cet-13822	114	8	analyses	analysis	NOUN
cet-13822	114	9	and	and	CCONJ
cet-13822	114	10	validation	validation	NOUN
cet-13822	114	11	studies	study	NOUN
cet-13822	114	12	to	to	PART
cet-13822	114	13	ensure	ensure	VERB
cet-13822	114	14	the	the	DET
cet-13822	114	15	robustness	robustness	NOUN
cet-13822	114	16	and	and	CCONJ
cet-13822	114	17	generalizability	generalizability	NOUN
cet-13822	114	18	of	of	ADP
cet-13822	114	19	the	the	DET
cet-13822	114	20	presented	present	VERB
cet-13822	114	21	findings	finding	NOUN
cet-13822	114	22	.	.	PUNCT
cet-13822	115	1	4	4	X
cet-13822	115	2	.	.	X
cet-13822	115	3	conclusions	conclusion	NOUN
cet-13822	115	4	the	the	DET
cet-13822	115	5	present	present	ADJ
cet-13822	115	6	study	study	NOUN
cet-13822	115	7	utilized	utilize	VERB
cet-13822	115	8	a	a	DET
cet-13822	115	9	random	random	ADJ
cet-13822	115	10	forest	forest	NOUN
cet-13822	115	11	regressor	regressor	NOUN
cet-13822	115	12	to	to	PART
cet-13822	115	13	analyze	analyze	VERB
cet-13822	115	14	the	the	DET
cet-13822	115	15	factors	factor	NOUN
cet-13822	115	16	influencing	influence	VERB
cet-13822	115	17	safety	safety	NOUN
cet-13822	115	18	accidents	accident	NOUN
cet-13822	115	19	and	and	CCONJ
cet-13822	115	20	near	near	ADJ
cet-13822	115	21	misses	miss	NOUN
cet-13822	115	22	.	.	PUNCT
cet-13822	116	1	by	by	ADP
cet-13822	116	2	examining	examine	VERB
cet-13822	116	3	a	a	DET
cet-13822	116	4	comprehensive	comprehensive	ADJ
cet-13822	116	5	set	set	NOUN
cet-13822	116	6	of	of	ADP
cet-13822	116	7	factors	factor	NOUN
cet-13822	116	8	and	and	CCONJ
cet-13822	116	9	subfactors	subfactor	NOUN
cet-13822	116	10	,	,	PUNCT
cet-13822	116	11	the	the	DET
cet-13822	116	12	key	key	ADJ
cet-13822	116	13	drivers	driver	NOUN
cet-13822	116	14	of	of	ADP
cet-13822	116	15	safety	safety	NOUN
cet-13822	116	16	outcomes	outcome	NOUN
cet-13822	116	17	in	in	ADP
cet-13822	116	18	the	the	DET
cet-13822	116	19	studied	studied	ADJ
cet-13822	116	20	context	context	NOUN
cet-13822	116	21	are	be	AUX
cet-13822	116	22	identified	identify	VERB
cet-13822	116	23	.	.	PUNCT
cet-13822	117	1	the	the	DET
cet-13822	117	2	main	main	ADJ
cet-13822	117	3	findings	finding	NOUN
cet-13822	117	4	of	of	ADP
cet-13822	117	5	data	datum	NOUN
cet-13822	117	6	analysis	analysis	NOUN
cet-13822	117	7	are	be	AUX
cet-13822	117	8	summarized	summarize	VERB
cet-13822	117	9	as	as	SCONJ
cet-13822	117	10	follows	follow	VERB
cet-13822	117	11	.	.	PUNCT
cet-13822	118	1	•	•	NUM
cet-13822	118	2	the	the	DET
cet-13822	118	3	model	model	NOUN
cet-13822	118	4	exhibits	exhibit	VERB
cet-13822	118	5	a	a	DET
cet-13822	118	6	remarkable	remarkable	ADJ
cet-13822	118	7	predictive	predictive	ADJ
cet-13822	118	8	ability	ability	NOUN
cet-13822	118	9	in	in	ADP
cet-13822	118	10	terms	term	NOUN
cet-13822	118	11	of	of	ADP
cet-13822	118	12	accuracy	accuracy	NOUN
cet-13822	118	13	and	and	CCONJ
cet-13822	118	14	precision	precision	NOUN
cet-13822	118	15	(	(	PUNCT
cet-13822	118	16	rmse=0.1	rmse=0.1	NOUN
cet-13822	118	17	,	,	PUNCT
cet-13822	118	18	r2=	r2=	PROPN
cet-13822	118	19	0.78	0.78	NUM
cet-13822	118	20	)	)	PUNCT
cet-13822	118	21	.	.	PUNCT
cet-13822	119	1	•	•	NOUN
cet-13822	119	2	the	the	DET
cet-13822	119	3	feature	feature	NOUN
cet-13822	119	4	importance	importance	NOUN
cet-13822	119	5	analysis	analysis	NOUN
cet-13822	119	6	revealed	reveal	VERB
cet-13822	119	7	the	the	DET
cet-13822	119	8	significance	significance	NOUN
cet-13822	119	9	of	of	ADP
cet-13822	119	10	factors	factor	NOUN
cet-13822	119	11	such	such	ADJ
cet-13822	119	12	as	as	ADP
cet-13822	119	13	hazard	hazard	NOUN
cet-13822	119	14	levels	level	NOUN
cet-13822	119	15	,	,	PUNCT
cet-13822	119	16	contextual	contextual	ADJ
cet-13822	119	17	aspects	aspect	NOUN
cet-13822	119	18	,	,	PUNCT
cet-13822	119	19	technical	technical	ADJ
cet-13822	119	20	considerations	consideration	NOUN
cet-13822	119	21	,	,	PUNCT
cet-13822	119	22	human	human	ADJ
cet-13822	119	23	and	and	CCONJ
cet-13822	119	24	organizational	organizational	ADJ
cet-13822	119	25	factors	factor	NOUN
cet-13822	119	26	,	,	PUNCT
cet-13822	119	27	as	as	ADV
cet-13822	119	28	well	well	ADV
cet-13822	119	29	as	as	ADP
cet-13822	119	30	anomalies	anomaly	NOUN
cet-13822	119	31	and	and	CCONJ
cet-13822	119	32	noncompliance	noncompliance	NOUN
cet-13822	119	33	issues	issue	NOUN
cet-13822	119	34	.	.	PUNCT
cet-13822	120	1	•	•	NUM
cet-13822	120	2	the	the	DET
cet-13822	120	3	most	most	ADV
cet-13822	120	4	important	important	ADJ
cet-13822	120	5	accelerating	accelerate	VERB
cet-13822	120	6	factor	factor	NOUN
cet-13822	120	7	is	be	AUX
cet-13822	120	8	found	find	VERB
cet-13822	120	9	to	to	PART
cet-13822	120	10	be	be	AUX
cet-13822	120	11	plant	plant	NOUN
cet-13822	120	12	and	and	CCONJ
cet-13822	120	13	materials	material	NOUN
cet-13822	120	14	characteristics	characteristic	NOUN
cet-13822	120	15	.	.	PUNCT
cet-13822	121	1	this	this	DET
cet-13822	121	2	finding	finding	NOUN
cet-13822	121	3	confirms	confirm	VERB
cet-13822	121	4	that	that	SCONJ
cet-13822	121	5	the	the	DET
cet-13822	121	6	relevant	relevant	ADJ
cet-13822	121	7	role	role	NOUN
cet-13822	121	8	of	of	ADP
cet-13822	121	9	the	the	DET
cet-13822	121	10	technological	technological	ADJ
cet-13822	121	11	characteristics	characteristic	NOUN
cet-13822	121	12	and	and	CCONJ
cet-13822	121	13	loss	loss	NOUN
cet-13822	121	14	prevention	prevention	NOUN
cet-13822	121	15	preventive	preventive	ADJ
cet-13822	121	16	and	and	CCONJ
cet-13822	121	17	mitigating	mitigate	VERB
cet-13822	121	18	barriers	barrier	NOUN
cet-13822	121	19	driven	drive	VERB
cet-13822	121	20	by	by	ADP
cet-13822	121	21	innovation	innovation	NOUN
cet-13822	121	22	of	of	ADP
cet-13822	121	23	the	the	DET
cet-13822	121	24	process	process	NOUN
cet-13822	121	25	plants	plant	VERB
cet-13822	121	26	in	in	ADP
cet-13822	121	27	determining	determine	VERB
cet-13822	121	28	the	the	DET
cet-13822	121	29	final	final	ADJ
cet-13822	121	30	safety	safety	NOUN
cet-13822	121	31	outcomes	outcome	NOUN
cet-13822	121	32	.	.	PUNCT
cet-13822	122	1	•	•	ADV
cet-13822	122	2	the	the	DET
cet-13822	122	3	distinctly	distinctly	ADV
cet-13822	122	4	higher	high	ADJ
cet-13822	122	5	importance	importance	NOUN
cet-13822	122	6	of	of	ADP
cet-13822	122	7	major	major	ADJ
cet-13822	122	8	non	non	ADJ
cet-13822	122	9	-	-	NOUN
cet-13822	122	10	conformities	conformity	NOUN
cet-13822	122	11	highlights	highlight	NOUN
cet-13822	122	12	the	the	DET
cet-13822	122	13	relevant	relevant	ADJ
cet-13822	122	14	role	role	NOUN
cet-13822	122	15	of	of	ADP
cet-13822	122	16	non	non	ADJ
cet-13822	122	17	-	-	ADJ
cet-13822	122	18	compliance	compliance	ADJ
cet-13822	122	19	issues	issue	NOUN
cet-13822	122	20	in	in	ADP
cet-13822	122	21	anticipating	anticipate	VERB
cet-13822	122	22	the	the	DET
cet-13822	122	23	safety	safety	NOUN
cet-13822	122	24	incidents	incident	NOUN
cet-13822	122	25	.	.	PUNCT
cet-13822	123	1	the	the	DET
cet-13822	123	2	predictive	predictive	ADJ
cet-13822	123	3	model	model	NOUN
cet-13822	123	4	developed	develop	VERB
cet-13822	123	5	in	in	ADP
cet-13822	123	6	this	this	DET
cet-13822	123	7	study	study	NOUN
cet-13822	123	8	provides	provide	VERB
cet-13822	123	9	a	a	DET
cet-13822	123	10	valuable	valuable	ADJ
cet-13822	123	11	tool	tool	NOUN
cet-13822	123	12	for	for	ADP
cet-13822	123	13	forecasting	forecast	VERB
cet-13822	123	14	safety	safety	NOUN
cet-13822	123	15	incidents	incident	NOUN
cet-13822	123	16	and	and	CCONJ
cet-13822	123	17	near	near	ADP
cet-13822	123	18	misses	miss	NOUN
cet-13822	123	19	based	base	VERB
cet-13822	123	20	on	on	ADP
cet-13822	123	21	the	the	DET
cet-13822	123	22	identified	identify	VERB
cet-13822	123	23	factors	factor	NOUN
cet-13822	123	24	.	.	PUNCT
cet-13822	124	1	this	this	DET
cet-13822	124	2	research	research	NOUN
cet-13822	124	3	contributes	contribute	VERB
cet-13822	124	4	to	to	ADP
cet-13822	124	5	the	the	DET
cet-13822	124	6	existing	exist	VERB
cet-13822	124	7	body	body	NOUN
cet-13822	124	8	of	of	ADP
cet-13822	124	9	knowledge	knowledge	NOUN
cet-13822	124	10	on	on	ADP
cet-13822	124	11	safety	safety	NOUN
cet-13822	124	12	management	management	NOUN
cet-13822	124	13	and	and	CCONJ
cet-13822	124	14	provides	provide	VERB
cet-13822	124	15	practical	practical	ADJ
cet-13822	124	16	insights	insight	NOUN
cet-13822	124	17	for	for	ADP
cet-13822	124	18	organizations	organization	NOUN
cet-13822	124	19	aiming	aim	VERB
cet-13822	124	20	to	to	PART
cet-13822	124	21	improve	improve	VERB
cet-13822	124	22	their	their	PRON
cet-13822	124	23	safety	safety	NOUN
cet-13822	124	24	performance	performance	NOUN
cet-13822	124	25	.	.	PUNCT
cet-13822	125	1	by	by	ADP
cet-13822	125	2	understanding	understand	VERB
cet-13822	125	3	and	and	CCONJ
cet-13822	125	4	addressing	address	VERB
cet-13822	125	5	the	the	DET
cet-13822	125	6	key	key	ADJ
cet-13822	125	7	drivers	driver	NOUN
cet-13822	125	8	of	of	ADP
cet-13822	125	9	safety	safety	NOUN
cet-13822	125	10	incidents	incident	NOUN
cet-13822	125	11	,	,	PUNCT
cet-13822	125	12	organizations	organization	NOUN
cet-13822	125	13	can	can	AUX
cet-13822	125	14	create	create	VERB
cet-13822	125	15	safer	safe	ADJ
cet-13822	125	16	environments	environment	NOUN
cet-13822	125	17	,	,	PUNCT
cet-13822	125	18	and	and	CCONJ
cet-13822	125	19	mitigate	mitigate	VERB
cet-13822	125	20	the	the	DET
cet-13822	125	21	potential	potential	ADJ
cet-13822	125	22	risks	risk	NOUN
cet-13822	125	23	associated	associate	VERB
cet-13822	125	24	with	with	ADP
cet-13822	125	25	accidents	accident	NOUN
cet-13822	125	26	and	and	CCONJ
cet-13822	125	27	near	near	ADJ
cet-13822	125	28	-	-	PUNCT
cet-13822	125	29	misses	miss	NOUN
cet-13822	125	30	connected	connect	VERB
cet-13822	125	31	with	with	ADP
cet-13822	125	32	the	the	DET
cet-13822	125	33	energy	energy	NOUN
cet-13822	125	34	transition	transition	NOUN
cet-13822	125	35	.	.	PUNCT
cet-13822	126	1	acknowledgments	acknowledgment	NOUN
cet-13822	126	2	the	the	DET
cet-13822	126	3	authors	author	NOUN
cet-13822	126	4	gratefully	gratefully	ADV
cet-13822	126	5	acknowledge	acknowledge	VERB
cet-13822	126	6	funding	funding	NOUN
cet-13822	126	7	by	by	ADP
cet-13822	126	8	inail	inail	NOUN
cet-13822	126	9	,	,	PUNCT
cet-13822	126	10	within	within	ADP
cet-13822	126	11	the	the	DET
cet-13822	126	12	framework	framework	NOUN
cet-13822	126	13	of	of	ADP
cet-13822	126	14	the	the	DET
cet-13822	126	15	call	call	NOUN
cet-13822	126	16	bric/2021	bric/2021	NOUN
cet-13822	126	17	/	/	SYM
cet-13822	126	18	id3	id3	PROPN
cet-13822	126	19	(	(	PUNCT
cet-13822	126	20	project	project	NOUN
cet-13822	126	21	driversapproccio	driversapproccio	NOUN
cet-13822	126	22	combinato	combinato	NOUN
cet-13822	126	23	data‐driven	data‐driven	ADV
cet-13822	126	24	ed	ed	PROPN
cet-13822	126	25	experience‐driven	experience‐driven	PROPN
cet-13822	126	26	all’analisi	all’analisi	VERB
cet-13822	126	27	del	del	PROPN
cet-13822	126	28	rischio	rischio	PROPN
cet-13822	126	29	sistemico	sistemico	NOUN
cet-13822	126	30	)	)	PUNCT
cet-13822	126	31	.	.	PUNCT
cet-13822	127	1	references	reference	NOUN
cet-13822	127	2	bassani	bassani	PROPN
cet-13822	127	3	a.	a.	PROPN
cet-13822	127	4	,	,	PUNCT
cet-13822	127	5	vianello	vianello	PROPN
cet-13822	127	6	c.	c.	PROPN
cet-13822	127	7	,	,	PUNCT
cet-13822	127	8	mocellin	mocellin	PROPN
cet-13822	127	9	p.	p.	PROPN
cet-13822	127	10	,	,	PUNCT
cet-13822	127	11	dell’angelo	dell’angelo	VERB
cet-13822	127	12	a.	a.	NOUN
cet-13822	127	13	,	,	PUNCT
cet-13822	127	14	spigno	spigno	NOUN
cet-13822	127	15	g.	g.	PROPN
cet-13822	127	16	,	,	PUNCT
cet-13822	127	17	fabiano	fabiano	PROPN
cet-13822	127	18	b.	b.	PROPN
cet-13822	127	19	,	,	PUNCT
cet-13822	127	20	maschio	maschio	PROPN
cet-13822	127	21	g.	g.	PROPN
cet-13822	127	22	,	,	PUNCT
cet-13822	127	23	manenti	manenti	PROPN
cet-13822	127	24	f.	f.	PROPN
cet-13822	127	25	,	,	PUNCT
cet-13822	127	26	2023	2023	NUM
cet-13822	127	27	,	,	PUNCT
cet-13822	127	28	aprioristic	aprioristic	ADJ
cet-13822	127	29	integration	integration	NOUN
cet-13822	127	30	of	of	ADP
cet-13822	127	31	process	process	NOUN
cet-13822	127	32	operations	operation	NOUN
cet-13822	127	33	and	and	CCONJ
cet-13822	127	34	risk	risk	NOUN
cet-13822	127	35	analysis	analysis	NOUN
cet-13822	127	36	:	:	PUNCT
cet-13822	127	37	definition	definition	NOUN
cet-13822	127	38	of	of	ADP
cet-13822	127	39	the	the	DET
cet-13822	127	40	weighted	weight	VERB
cet-13822	127	41	f&ei	f&ei	NOUN
cet-13822	127	42	-	-	PUNCT
cet-13822	127	43	based	base	VERB
cet-13822	127	44	concept	concept	NOUN
cet-13822	127	45	and	and	CCONJ
cet-13822	127	46	application	application	NOUN
cet-13822	127	47	to	to	ADP
cet-13822	127	48	ag2s	ag2s	PROPN
cet-13822	127	49	technology	technology	NOUN
cet-13822	127	50	.	.	PUNCT
cet-13822	128	1	ind	ind	PROPN
cet-13822	128	2	.	.	PUNCT
cet-13822	129	1	eng	eng	PROPN
cet-13822	129	2	.	.	PROPN
cet-13822	129	3	chem	chem	PROPN
cet-13822	129	4	.	.	PUNCT
cet-13822	130	1	res	re	NOUN
cet-13822	130	2	.	.	PUNCT
cet-13822	131	1	62	62	NUM
cet-13822	131	2	(	(	PUNCT
cet-13822	131	3	1	1	NUM
cet-13822	131	4	)	)	PUNCT
cet-13822	131	5	,	,	PUNCT
cet-13822	131	6	500–510	500–510	NUM
cet-13822	131	7	.	.	PUNCT
cet-13822	132	1	breiman	breiman	PROPN
cet-13822	132	2	l.	l.	PROPN
cet-13822	132	3	,	,	PUNCT
cet-13822	132	4	2001	2001	NUM
cet-13822	132	5	,	,	PUNCT
cet-13822	132	6	random	random	ADJ
cet-13822	132	7	forests	forest	NOUN
cet-13822	132	8	,	,	PUNCT
cet-13822	132	9	machine	machine	NOUN
cet-13822	132	10	learning	learning	NOUN
cet-13822	132	11	,	,	PUNCT
cet-13822	132	12	45	45	NUM
cet-13822	132	13	,	,	PUNCT
cet-13822	132	14	5	5	NUM
cet-13822	132	15	-	-	SYM
cet-13822	132	16	32	32	NUM
cet-13822	132	17	.	.	PUNCT
cet-13822	133	1	chen	chen	PROPN
cet-13822	133	2	w.	w.	PROPN
cet-13822	133	3	,	,	PUNCT
cet-13822	133	4	zou	zou	PROPN
cet-13822	133	5	w.	w.	PROPN
cet-13822	133	6	,	,	PUNCT
cet-13822	133	7	zhong	zhong	PROPN
cet-13822	133	8	k.	k.	PROPN
cet-13822	133	9	,	,	PUNCT
cet-13822	133	10	aliyeva	aliyeva	PROPN
cet-13822	133	11	a.	a.	PROPN
cet-13822	133	12	,	,	PUNCT
cet-13822	133	13	2023	2023	NUM
cet-13822	133	14	,	,	PUNCT
cet-13822	133	15	machine	machine	NOUN
cet-13822	133	16	learning	learning	NOUN
cet-13822	133	17	assessment	assessment	NOUN
cet-13822	133	18	under	under	ADP
cet-13822	133	19	the	the	DET
cet-13822	133	20	development	development	NOUN
cet-13822	133	21	of	of	ADP
cet-13822	133	22	green	green	ADJ
cet-13822	133	23	technology	technology	NOUN
cet-13822	133	24	innovation	innovation	NOUN
cet-13822	133	25	:	:	PUNCT
cet-13822	133	26	a	a	DET
cet-13822	133	27	perspective	perspective	NOUN
cet-13822	133	28	of	of	ADP
cet-13822	133	29	energy	energy	NOUN
cet-13822	133	30	transition	transition	NOUN
cet-13822	133	31	,	,	PUNCT
cet-13822	133	32	renewable	renewable	ADJ
cet-13822	133	33	energy	energy	NOUN
cet-13822	133	34	,	,	PUNCT
cet-13822	133	35	214	214	NUM
cet-13822	133	36	,	,	PUNCT
cet-13822	133	37	65	65	NUM
cet-13822	133	38	-	-	SYM
cet-13822	133	39	73	73	NUM
cet-13822	133	40	.	.	PUNCT
cet-13822	134	1	fabiano	fabiano	PROPN
cet-13822	134	2	b.	b.	PROPN
cet-13822	134	3	,	,	PUNCT
cet-13822	134	4	pettinato	pettinato	NOUN
cet-13822	134	5	m.	m.	NOUN
cet-13822	134	6	,	,	PUNCT
cet-13822	134	7	currò	currò	PROPN
cet-13822	134	8	f.	f.	PROPN
cet-13822	134	9	,	,	PUNCT
cet-13822	134	10	reverberi	reverberi	PROPN
cet-13822	134	11	a.p	a.p	PROPN
cet-13822	134	12	.	.	PROPN
cet-13822	134	13	,	,	PUNCT
cet-13822	134	14	2022	2022	NUM
cet-13822	134	15	,	,	PUNCT
cet-13822	134	16	a	a	DET
cet-13822	134	17	field	field	NOUN
cet-13822	134	18	study	study	NOUN
cet-13822	134	19	on	on	ADP
cet-13822	134	20	human	human	ADJ
cet-13822	134	21	factor	factor	NOUN
cet-13822	134	22	and	and	CCONJ
cet-13822	134	23	safety	safety	NOUN
cet-13822	134	24	performances	performance	NOUN
cet-13822	134	25	in	in	ADP
cet-13822	134	26	a	a	DET
cet-13822	134	27	downstream	downstream	ADJ
cet-13822	134	28	oil	oil	NOUN
cet-13822	134	29	industry	industry	NOUN
cet-13822	134	30	,	,	PUNCT
cet-13822	134	31	safety	safety	NOUN
cet-13822	134	32	science	science	NOUN
cet-13822	134	33	,	,	PUNCT
cet-13822	134	34	153	153	NUM
cet-13822	134	35	,	,	PUNCT
cet-13822	134	36	105795	105795	NUM
cet-13822	134	37	.	.	PUNCT
cet-13822	135	1	gerstorfer	gerstorfer	VERB
cet-13822	135	2	y.	y.	PROPN
cet-13822	135	3	,	,	PUNCT
cet-13822	135	4	krieg	krieg	PROPN
cet-13822	135	5	l.	l.	PROPN
cet-13822	135	6	,	,	PUNCT
cet-13822	135	7	hahn	hahn	NOUN
cet-13822	135	8	-	-	PUNCT
cet-13822	135	9	klimroth	klimroth	NOUN
cet-13822	135	10	,	,	PUNCT
cet-13822	135	11	m.	m.	NOUN
cet-13822	135	12	,	,	PUNCT
cet-13822	135	13	2023	2023	NUM
cet-13822	135	14	,	,	PUNCT
cet-13822	135	15	a	a	DET
cet-13822	135	16	notion	notion	NOUN
cet-13822	135	17	of	of	ADP
cet-13822	135	18	feature	feature	NOUN
cet-13822	135	19	importance	importance	NOUN
cet-13822	135	20	by	by	ADP
cet-13822	135	21	decorrelation	decorrelation	NOUN
cet-13822	135	22	and	and	CCONJ
cet-13822	135	23	detection	detection	NOUN
cet-13822	135	24	of	of	ADP
cet-13822	135	25	trends	trend	NOUN
cet-13822	135	26	by	by	ADP
cet-13822	135	27	random	random	ADJ
cet-13822	135	28	forest	forest	NOUN
cet-13822	135	29	regression	regression	NOUN
cet-13822	135	30	,	,	PUNCT
cet-13822	135	31	arxiv	arxiv	PROPN
cet-13822	135	32	preprint	preprint	VERB
cet-13822	135	33	arxiv:2303.01156	arxiv:2303.01156	PROPN
cet-13822	135	34	.	.	PUNCT
cet-13822	136	1	markowski	markowski	NOUN
cet-13822	136	2	,	,	PUNCT
cet-13822	136	3	a.s	a.s	PROPN
cet-13822	136	4	.	.	PROPN
cet-13822	136	5	,	,	PUNCT
cet-13822	136	6	krasławski	krasławski	PROPN
cet-13822	136	7	,	,	PUNCT
cet-13822	136	8	a.	a.	NOUN
cet-13822	136	9	,	,	PUNCT
cet-13822	136	10	vairo	vairo	ADJ
cet-13822	136	11	,	,	PUNCT
cet-13822	136	12	t.	t.	PROPN
cet-13822	136	13	,	,	PUNCT
cet-13822	136	14	fabiano	fabiano	PROPN
cet-13822	136	15	,	,	PUNCT
cet-13822	136	16	b.	b.	PROPN
cet-13822	136	17	,	,	PUNCT
cet-13822	136	18	2021	2021	NUM
cet-13822	136	19	.	.	PUNCT
cet-13822	137	1	process	process	NOUN
cet-13822	137	2	safety	safety	NOUN
cet-13822	137	3	management	management	NOUN
cet-13822	137	4	quality	quality	NOUN
cet-13822	137	5	in	in	ADP
cet-13822	137	6	industrial	industrial	ADJ
cet-13822	137	7	corporation	corporation	NOUN
cet-13822	137	8	for	for	ADP
cet-13822	137	9	sustainable	sustainable	ADJ
cet-13822	137	10	development	development	NOUN
cet-13822	137	11	.	.	PUNCT
cet-13822	138	1	sustainability	sustainability	NOUN
cet-13822	138	2	13	13	NUM
cet-13822	138	3	,	,	PUNCT
cet-13822	138	4	9001	9001	NUM
cet-13822	138	5	.	.	PUNCT
cet-13822	139	1	pasman	pasman	PROPN
cet-13822	139	2	h.	h.	PROPN
cet-13822	139	3	,	,	PUNCT
cet-13822	139	4	sripaul	sripaul	PROPN
cet-13822	139	5	e.	e.	PROPN
cet-13822	139	6	,	,	PUNCT
cet-13822	139	7	khan	khan	PROPN
cet-13822	139	8	f.	f.	PROPN
cet-13822	139	9	,	,	PUNCT
cet-13822	139	10	fabiano	fabiano	PROPN
cet-13822	139	11	b.	b.	PROPN
cet-13822	139	12	,	,	PUNCT
cet-13822	139	13	2023	2023	NUM
cet-13822	139	14	,	,	PUNCT
cet-13822	139	15	energy	energy	NOUN
cet-13822	139	16	transition	transition	NOUN
cet-13822	139	17	technology	technology	NOUN
cet-13822	139	18	comes	come	VERB
cet-13822	139	19	with	with	ADP
cet-13822	139	20	new	new	ADJ
cet-13822	139	21	process	process	NOUN
cet-13822	139	22	safety	safety	NOUN
cet-13822	139	23	challenges	challenge	NOUN
cet-13822	139	24	and	and	CCONJ
cet-13822	139	25	risks	risk	NOUN
cet-13822	139	26	,	,	PUNCT
cet-13822	139	27	process	process	NOUN
cet-13822	139	28	safety	safety	NOUN
cet-13822	139	29	and	and	CCONJ
cet-13822	139	30	environmental	environmental	ADJ
cet-13822	139	31	protection,177	protection,177	NOUN
cet-13822	139	32	,	,	PUNCT
cet-13822	139	33	765	765	PROPN
cet-13822	139	34	-	-	SYM
cet-13822	139	35	794	794	PROPN
cet-13822	139	36	.	.	PUNCT
cet-13822	140	1	pasman	pasman	NOUN
cet-13822	140	2	h.j	h.j	PROPN
cet-13822	140	3	.	.	PROPN
cet-13822	140	4	,	,	PUNCT
cet-13822	140	5	fabiano	fabiano	PROPN
cet-13822	140	6	b.	b.	PROPN
cet-13822	140	7	,	,	PUNCT
cet-13822	140	8	2021	2021	NUM
cet-13822	140	9	,	,	PUNCT
cet-13822	140	10	the	the	DET
cet-13822	140	11	delft	delft	NOUN
cet-13822	140	12	1974	1974	NUM
cet-13822	140	13	and	and	CCONJ
cet-13822	140	14	2019	2019	NUM
cet-13822	140	15	european	european	ADJ
cet-13822	140	16	loss	loss	PROPN
cet-13822	140	17	prevention	prevention	NOUN
cet-13822	140	18	symposia	symposia	NOUN
cet-13822	140	19	:	:	PUNCT
cet-13822	140	20	highlights	highlight	NOUN
cet-13822	140	21	and	and	CCONJ
cet-13822	140	22	an	an	DET
cet-13822	140	23	impression	impression	NOUN
cet-13822	140	24	of	of	ADP
cet-13822	140	25	process	process	NOUN
cet-13822	140	26	safety	safety	NOUN
cet-13822	140	27	evolutionary	evolutionary	ADJ
cet-13822	140	28	changes	change	NOUN
cet-13822	140	29	from	from	ADP
cet-13822	140	30	the	the	DET
cet-13822	140	31	1st	1st	NOUN
cet-13822	140	32	to	to	ADP
cet-13822	140	33	the	the	DET
cet-13822	140	34	16th	16th	ADJ
cet-13822	140	35	lps	lps	PROPN
cet-13822	140	36	,	,	PUNCT
cet-13822	140	37	process	process	NOUN
cet-13822	140	38	safety	safety	NOUN
cet-13822	140	39	and	and	CCONJ
cet-13822	140	40	environmental	environmental	ADJ
cet-13822	140	41	protection	protection	NOUN
cet-13822	140	42	147	147	NUM
cet-13822	140	43	,	,	PUNCT
cet-13822	140	44	80–91	80–91	NUM
cet-13822	140	45	.	.	PUNCT
cet-13822	141	1	schischke	schischke	PROPN
cet-13822	141	2	a.	a.	PROPN
cet-13822	141	3	,	,	PUNCT
cet-13822	141	4	papenfuß	papenfuß	ADJ
cet-13822	141	5	p.	p.	NOUN
cet-13822	141	6	,	,	PUNCT
cet-13822	141	7	brem	brem	PROPN
cet-13822	141	8	m.	m.	NOUN
cet-13822	141	9	,	,	PUNCT
cet-13822	141	10	kurz	kurz	PROPN
cet-13822	141	11	p.	p.	PROPN
cet-13822	141	12	,	,	PUNCT
cet-13822	141	13	rathgeber	rathgeber	PROPN
cet-13822	141	14	a.w	a.w	PROPN
cet-13822	141	15	.	.	PROPN
cet-13822	141	16	,	,	PUNCT
cet-13822	141	17	2023	2023	NUM
cet-13822	141	18	,	,	PUNCT
cet-13822	141	19	sustainable	sustainable	ADJ
cet-13822	141	20	energy	energy	NOUN
cet-13822	141	21	transition	transition	NOUN
cet-13822	141	22	and	and	CCONJ
cet-13822	141	23	its	its	PRON
cet-13822	141	24	demand	demand	NOUN
cet-13822	141	25	for	for	ADP
cet-13822	141	26	scarce	scarce	ADJ
cet-13822	141	27	resources	resource	NOUN
cet-13822	141	28	:	:	PUNCT
cet-13822	141	29	insights	insight	NOUN
cet-13822	141	30	into	into	ADP
cet-13822	141	31	the	the	DET
cet-13822	141	32	german	german	ADJ
cet-13822	141	33	energiewende	energiewende	NOUN
cet-13822	141	34	through	through	ADP
cet-13822	141	35	a	a	DET
cet-13822	141	36	new	new	ADJ
cet-13822	141	37	risk	risk	NOUN
cet-13822	141	38	assessment	assessment	NOUN
cet-13822	141	39	framework	framework	NOUN
cet-13822	141	40	,	,	PUNCT
cet-13822	141	41	renewable	renewable	ADJ
cet-13822	141	42	and	and	CCONJ
cet-13822	141	43	sustainable	sustainable	ADJ
cet-13822	141	44	energy	energy	NOUN
cet-13822	141	45	reviews	review	NOUN
cet-13822	141	46	,	,	PUNCT
cet-13822	141	47	176	176	NUM
cet-13822	141	48	,	,	PUNCT
cet-13822	141	49	113190	113190	NUM
cet-13822	141	50	.	.	PUNCT
cet-13822	142	1	shah	shah	PROPN
cet-13822	142	2	d.	d.	PROPN
cet-13822	142	3	,	,	PUNCT
cet-13822	142	4	yu	yu	PROPN
cet-13822	142	5	xue	xue	PROPN
cet-13822	142	6	z.	z.	PROPN
cet-13822	142	7	,	,	PUNCT
cet-13822	142	8	aamodt	aamodt	PROPN
cet-13822	142	9	t.m	t.m	PROPN
cet-13822	142	10	.	.	PROPN
cet-13822	142	11	,	,	PUNCT
cet-13822	142	12	2022	2022	NUM
cet-13822	142	13	,	,	PUNCT
cet-13822	142	14	label	label	NOUN
cet-13822	142	15	encoding	encoding	NOUN
cet-13822	142	16	for	for	ADP
cet-13822	142	17	regression	regression	NOUN
cet-13822	142	18	networks	network	NOUN
cet-13822	142	19	,	,	PUNCT
cet-13822	142	20	in	in	ADP
cet-13822	142	21	:	:	PUNCT
cet-13822	142	22	proceedings	proceeding	NOUN
cet-13822	142	23	of	of	ADP
cet-13822	142	24	the	the	DET
cet-13822	142	25	tenth	tenth	ADJ
cet-13822	142	26	international	international	ADJ
cet-13822	142	27	conference	conference	NOUN
cet-13822	142	28	on	on	ADP
cet-13822	142	29	learning	learn	VERB
cet-13822	142	30	representations	representation	NOUN
cet-13822	142	31	,	,	PUNCT
cet-13822	142	32	iclr	iclr	ADJ
cet-13822	142	33	publ	publ	PROPN
cet-13822	142	34	.	.	PUNCT
cet-13822	142	35	,	,	PUNCT
cet-13822	142	36	addis	addis	PROPN
cet-13822	142	37	ababa	ababa	PROPN
cet-13822	142	38	,	,	PUNCT
cet-13822	142	39	ethiopia	ethiopia	PROPN
cet-13822	142	40	,	,	PUNCT
cet-13822	142	41	arxiv:2212.01927	arxiv:2212.01927	PROPN
cet-13822	142	42	.	.	PUNCT
cet-13822	143	1	vairo	vairo	PROPN
cet-13822	143	2	t.	t.	PROPN
cet-13822	143	3	,	,	PUNCT
cet-13822	143	4	cademartori	cademartori	PROPN
cet-13822	143	5	d.	d.	PROPN
cet-13822	143	6	,	,	PUNCT
cet-13822	143	7	clematis	clematis	PROPN
cet-13822	143	8	d.	d.	PROPN
cet-13822	143	9	,	,	PUNCT
cet-13822	143	10	carpanese	carpanese	PROPN
cet-13822	143	11	m.p	m.p	PROPN
cet-13822	143	12	.	.	PROPN
cet-13822	143	13	,	,	PUNCT
cet-13822	143	14	fabiano	fabiano	PROPN
cet-13822	143	15	b.	b.	PROPN
cet-13822	143	16	,	,	PUNCT
cet-13822	143	17	2023	2023	NUM
cet-13822	143	18	,	,	PUNCT
cet-13822	143	19	solid	solid	ADJ
cet-13822	143	20	oxide	oxide	NOUN
cet-13822	143	21	fuel	fuel	NOUN
cet-13822	143	22	cells	cell	NOUN
cet-13822	143	23	for	for	ADP
cet-13822	143	24	shipping	shipping	NOUN
cet-13822	143	25	:	:	PUNCT
cet-13822	143	26	a	a	DET
cet-13822	143	27	machine	machine	NOUN
cet-13822	143	28	learning	learn	VERB
cet-13822	143	29	model	model	NOUN
cet-13822	143	30	for	for	ADP
cet-13822	143	31	early	early	ADJ
cet-13822	143	32	detection	detection	NOUN
cet-13822	143	33	of	of	ADP
cet-13822	143	34	hazardous	hazardous	ADJ
cet-13822	143	35	system	system	NOUN
cet-13822	143	36	deviations	deviation	NOUN
cet-13822	143	37	,	,	PUNCT
cet-13822	143	38	process	process	NOUN
cet-13822	143	39	safety	safety	NOUN
cet-13822	143	40	and	and	CCONJ
cet-13822	143	41	environmental	environmental	ADJ
cet-13822	143	42	protection	protection	NOUN
cet-13822	143	43	,	,	PUNCT
cet-13822	143	44	172	172	NUM
cet-13822	143	45	,	,	PUNCT
cet-13822	143	46	84	84	NUM
cet-13822	143	47	-	-	SYM
cet-13822	143	48	194	194	NUM
cet-13822	143	49	.	.	PUNCT
cet-13822	144	1	504	504	NUM
cet-13822	144	2	156vairo.pdf	156vairo.pdf	NUM
cet-13822	144	3	unveiling	unveil	VERB
cet-13822	144	4	the	the	DET
cet-13822	144	5	achille	achille	PROPN
cet-13822	144	6	’s	’s	PART
cet-13822	144	7	heel	heel	NOUN
cet-13822	144	8	:	:	PUNCT
cet-13822	144	9	detecting	detect	VERB
cet-13822	144	10	organizational	organizational	ADJ
cet-13822	144	11	weaknesses	weakness	NOUN
cet-13822	144	12	in	in	ADP
cet-13822	144	13	the	the	DET
cet-13822	144	14	energetic	energetic	ADJ
cet-13822	144	15	transition	transition	NOUN
cet-13822	144	16	challenge	challenge	NOUN