{"id":"W6926615124","doi":"10.25318/9810064501-eng","title":"Class of worker by visible minority, selected sociodemographic characteristics and the census year: Canada, geographical regions of Canada, provinces and territories and census metropolitan areas with parts","year":2024,"lang":"en","type":"dataset","venue":"Statistics Canada Dissemination","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Metropolitan area; Population; Immigration; Social class; Internal migration","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":[0.0006884391,0.001134658,0.001432747,0.00316629,0.001885231,0.001774516,0.003358479,0.0009212312,0.03183207],"category_scores_gemma":[0.005471788,0.0006473276,0.0009398055,0.01063586,0.0004423032,0.0007278975,0.001144531,0.001706198,0.01018187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01152049,"about_ca_system_score_gemma":0.02625152,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9593374,"about_ca_topic_score_gemma":0.9747145,"domain_scores_codex":[0.999301,0.0000381165,0.00007671907,0.0001654822,0.0002070271,0.0002116638],"domain_scores_gemma":[0.9961544,0.0002909703,0.0003415868,0.0002848231,0.002455769,0.0004725923],"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":[0.0001053154,0.00002245894,0.01334466,0.000407441,0.00006822621,0.00002447753,0.00005093758,0.0002162061,0.00003437641,0.000432955,0.9833509,0.001941984],"study_design_scores_gemma":[0.0006676894,0.00002798951,0.2481472,0.001309034,0.0002107794,0.0001470697,0.0006974523,0.0007241538,0.0003282227,0.0009287046,0.7467332,0.00007840688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004821097,0.00005228816,0.00002612824,0.0000387918,0.000009183551,0.00001620067,0.9988052,0.00002350442,0.0005467316],"genre_scores_gemma":[0.004082202,0.0001447088,0.0002648506,0.00008888582,0.000008546284,0.0001529736,0.9926434,0.00002823467,0.002586218],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04066265,"threshold_uncertainty_score":0.1064889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002787621570687011,"score_gpt":0.2037408215262876,"score_spread":0.2009531999556006,"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."}}