{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001446337,0.0004768258,0.0006684751,0.000118376,0.002375765,0.000112346,0.0004064089,0.0004626944,0.00008513762],"category_scores_gemma":[0.03243169,0.0004288944,0.00001447567,0.0004350542,0.0002156849,0.0001182007,0.0003683035,0.002088915,0.000006748171],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001201348,"about_ca_system_score_gemma":0.005738869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9907426,"about_ca_topic_score_gemma":0.9980344,"domain_scores_codex":[0.9936562,0.002139523,0.00108219,0.0007619765,0.001203045,0.00115707],"domain_scores_gemma":[0.9755648,0.02125976,0.0009751504,0.0004766728,0.0009922725,0.0007313323],"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":[0.00006614074,0.00001979327,0.0006718725,0.002343772,0.00005801219,0.00006722105,0.0001072811,6.393721e-8,0.00001268934,0.00007306012,0.9916629,0.004917156],"study_design_scores_gemma":[0.0001984398,0.00006315434,0.07618271,0.0003821397,0.0001395487,0.000003781699,0.001697834,0.0001029374,0.000002571387,0.00008546343,0.9207004,0.0004410685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007318835,0.00055039,0.00006809401,0.002596651,0.00385916,0.001217939,0.9909081,0.0000528265,0.00001488023],"genre_scores_gemma":[0.0007081574,0.003310066,0.000740782,0.0002034308,0.0003426664,0.0002907488,0.9922161,0.00005213018,0.002135977],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07551084,"threshold_uncertainty_score":0.9998977,"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."}}