{"id":"W6912976460","doi":"10.5683/sp3/yyovwq","title":"Enquête sur la population active, juillet 2022 [Canada] [Remanié 2025]","year":2022,"lang":"fr","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Population; Research methodology; Publics; Ethnic community","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002505027,0.0008916907,0.0006516792,0.003888471,0.001848533,0.002659393,0.001716795,0.0007342474,0.01093795],"category_scores_gemma":[0.005752813,0.0004520628,0.0009860933,0.009064228,0.0004710553,0.0007451429,0.001240977,0.001752343,0.003007402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03810524,"about_ca_system_score_gemma":0.0816122,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9951019,"about_ca_topic_score_gemma":0.9942748,"domain_scores_codex":[0.9979127,0.0001348979,0.0001247582,0.0002230443,0.001220353,0.0003842292],"domain_scores_gemma":[0.9919103,0.0001795566,0.0002113398,0.000105997,0.006966375,0.0006264492],"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":[0.0001647628,0.00002833473,0.04772012,0.00127786,0.0002347369,0.00007312213,0.0005588513,0.001389606,0.0002204487,0.004910263,0.8867175,0.0567044],"study_design_scores_gemma":[0.00006151939,0.00003950269,0.3139205,0.0009206632,0.0001451615,0.00004929433,0.000983407,0.001119498,0.0003635225,0.0004893337,0.6818219,0.00008572784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.009915101,0.009273737,0.002101978,0.007413575,0.001272295,0.0002685865,0.9256619,0.0004120635,0.04368082],"genre_scores_gemma":[0.1073566,0.02052686,0.008983128,0.006201968,0.0005145197,0.0009888788,0.7695982,0.0002587757,0.08557105],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03810524,"threshold_uncertainty_score":0.2764741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352251152249572,"score_gpt":0.2501804083134974,"score_spread":0.2366578967910016,"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."}}