{"id":"W6931967289","doi":"10.5683/sp3/drtrw6","title":"2016 Census of Canada, Mother Tongue, Ethnic Origin, and Place of Birth for the Population in Private Households, by Census Metropolitan Area [custom tabulation]","year":2023,"lang":"en","type":"dataset","venue":"Borealis","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Metropolitan area; Ethnic group; Population; Demographic analysis; American Community Survey","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":[0.0007729576,0.00179767,0.001903933,0.005620841,0.001987131,0.002430129,0.003161421,0.0009395637,0.04015413],"category_scores_gemma":[0.007820298,0.0008928385,0.001394173,0.02052972,0.0005626115,0.0008556573,0.001261164,0.001916052,0.0240606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02144474,"about_ca_system_score_gemma":0.06153122,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9850278,"about_ca_topic_score_gemma":0.9896283,"domain_scores_codex":[0.9988741,0.0000520958,0.0001226848,0.0002228769,0.0004229928,0.0003052223],"domain_scores_gemma":[0.9938805,0.000370598,0.000411915,0.000372051,0.004342263,0.0006225437],"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":[0.00004394346,0.00001201583,0.00418872,0.0003316788,0.00003411144,0.00001741893,0.00003147388,0.0002046448,0.00001901824,0.0003318227,0.9928289,0.001956275],"study_design_scores_gemma":[0.0003436345,0.00001657797,0.1194505,0.001067217,0.0001094818,0.00009973397,0.000423328,0.0009061979,0.0002858158,0.000730816,0.8764823,0.00008435424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001386012,0.00004130451,0.00001248087,0.000026298,0.000009145894,0.000006635719,0.9993754,0.00002627285,0.0003638225],"genre_scores_gemma":[0.001207694,0.0001740876,0.0001445431,0.00005100604,0.000006742098,0.00006383366,0.9965304,0.00002367556,0.001798077],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04015413,"threshold_uncertainty_score":0.1555932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02529798362270098,"score_gpt":0.283909322723573,"score_spread":0.258611339100872,"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."}}