Table 6 Descriptive measures: total...

Table 6

Descriptive measures: total number of matches, average similarity and standard deviation, and number matches by high medium and low confidence similarity of the comparison of non-medical and dental job titles of Scottish and Welsh systems, Sub Job family and Level job titles of Scottish and English system, and Sub Job family and Job titles of Scottish and North Irish system, are detailed through the methods BoW, TF-IDF, SBERT and Ensemble

OC systems	Matches	Average similarity	Standard deviation	High confidence	Medium confidence	Low confidence
BoW
Scotland-Wales	63	57.29%	24.70%	13	2	48
Scotland-England	38	47.88%	18.85%	3	1	34
Scotland-North Ireland	116	46.13%	18.71%	5	19	92
TF-IDF
Scotland-Wales	47	60.73%	26.21%	13	2	32
Scotland-England	22	53.68%	20.46%	3	0	19
Scotland-North Ireland	38	55.46%	9.09%	0	12	26
SBERT
Scotland-Wales	236	63.21%	17.13%	41	92	103
Scotland-England	229	58.80%	16.49%	29	76	124
Scotland-North Ireland	252	61.28%	15.71%	29	116	107
Ensemble
Scotland-Wales	159	49.15%	19.30%	14	22	123
Scotland-England	113	46.44%	14.25%	3	11	99
Scotland-North Ireland	192	46.70%	12.29%	2	27	163

OC systems	Matches	Average similarity	Standard deviation	High confidence	Medium confidence	Low confidence
BoW
Scotland-Wales	63	57.29%	24.70%	13	2	48
Scotland-England	38	47.88%	18.85%	3	1	34
Scotland-North Ireland	116	46.13%	18.71%	5	19	92
TF-IDF
Scotland-Wales	47	60.73%	26.21%	13	2	32
Scotland-England	22	53.68%	20.46%	3	0	19
Scotland-North Ireland	38	55.46%	9.09%	0	12	26
SBERT
Scotland-Wales	236	63.21%	17.13%	41	92	103
Scotland-England	229	58.80%	16.49%	29	76	124
Scotland-North Ireland	252	61.28%	15.71%	29	116	107
Ensemble
Scotland-Wales	159	49.15%	19.30%	14	22	123
Scotland-England	113	46.44%	14.25%	3	11	99
Scotland-North Ireland	192	46.70%	12.29%	2	27	163

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