{"id":"W6926260574","doi":"10.25318/9810039801-eng","title":"Apprenticeship certificate by selected sociocultural characteristics: Canada, provinces and territories, census divisions and census subdivisions","year":2023,"lang":"en","type":"dataset","venue":"Statistics Canada Dissemination","topic":"Methodologies in Health Research and Practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Apprenticeship; Population; Indigenous; Distribution (mathematics); Certificate; Sociocultural evolution","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008816264,0.001276957,0.001239456,0.004249572,0.00185986,0.002029596,0.00332363,0.0008591883,0.02766695],"category_scores_gemma":[0.005417123,0.0009115535,0.001020138,0.01333772,0.0004531697,0.0007811055,0.001469661,0.001795669,0.01172565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01442207,"about_ca_system_score_gemma":0.03177357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9691188,"about_ca_topic_score_gemma":0.9797928,"domain_scores_codex":[0.9988499,0.0000547099,0.0001136424,0.0001990145,0.000406384,0.0003763917],"domain_scores_gemma":[0.9938886,0.0002983421,0.0004824394,0.0002724458,0.004336023,0.0007220318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006457765,0.00002951695,0.009931628,0.000282112,0.00004157444,0.00002040432,0.0000581661,0.0002317987,0.00002954337,0.0004137923,0.9866856,0.002211132],"study_design_scores_gemma":[0.0004794476,0.00003124028,0.2960303,0.001047645,0.000109942,0.0001127046,0.0008827361,0.001045476,0.0004882274,0.0005733549,0.6991152,0.00008386996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004773845,0.00003192678,0.00002402058,0.00004111226,0.00001071879,0.00001961649,0.9987742,0.00002755024,0.0005933504],"genre_scores_gemma":[0.003044257,0.0001180752,0.0002187328,0.00007827608,0.000007009931,0.0001244772,0.9938948,0.00002369214,0.002490692],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03088123,"threshold_uncertainty_score":0.1046399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1433399633891194,"score_gpt":0.4599657216437836,"score_spread":0.3166257582546642,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}