{"id":"W7106670156","doi":"10.5683/sp3/287od6","title":"Detailed Gender by Age, Census 2021, in the Greater Toronto Area [Canada] [Custom Tabulation] [B2020] [CSV]","year":2025,"lang":"","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Population statistics; Demographic analysis; American Community Survey; Population","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":[0.0006293503,0.001954554,0.001456164,0.005628653,0.001599412,0.003008933,0.002393689,0.0009626577,0.06647846],"category_scores_gemma":[0.006716567,0.0008014758,0.0009812397,0.01861969,0.0004894632,0.001164058,0.001202578,0.001513531,0.04862894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0158174,"about_ca_system_score_gemma":0.02828094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9624233,"about_ca_topic_score_gemma":0.9723855,"domain_scores_codex":[0.9989855,0.0000524635,0.00009231405,0.0002092169,0.0003946785,0.000265893],"domain_scores_gemma":[0.9957332,0.0002629406,0.0002686429,0.0002915629,0.003011553,0.0004321288],"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":[0.00001398892,0.00000302645,0.0006416977,0.0001403307,0.000008539892,0.000005841044,0.00001326145,0.00008531489,0.00001191709,0.0001782348,0.9981222,0.0007757966],"study_design_scores_gemma":[0.0001328277,0.000008368927,0.02538,0.0004423119,0.0000334843,0.00005001761,0.0002391748,0.0004014199,0.0001871202,0.0005263764,0.9725497,0.00004926874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005174269,0.00003362139,0.00001177602,0.0000288426,0.00001032924,0.000003888834,0.9993367,0.0000499994,0.0004730752],"genre_scores_gemma":[0.0004536448,0.00007570263,0.00008610648,0.00003330025,0.000005793363,0.0000201356,0.9982681,0.00004069244,0.001016445],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06647846,"threshold_uncertainty_score":0.2223926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02389567924655876,"score_gpt":0.2610776701049438,"score_spread":0.2371819908583851,"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."}}