{"id":"W6969440833","doi":"10.5683/sp3/pu6duu","title":"Enquête sur la population active, octobre 2023 [Canada] [Remanié 2025]","year":2023,"lang":"fr","type":"dataset","venue":"Borealis","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Population; Research methodology; Publics; Social interest","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001153898,0.001109921,0.001237973,0.0004074413,0.0004761118,0.0008053452,0.003555396,0.0008659296,0.0001549995],"category_scores_gemma":[0.001174422,0.001220573,0.0003977354,0.001809081,0.0002366496,0.0008598304,0.002520424,0.001282046,0.000633969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001419367,"about_ca_system_score_gemma":0.002046829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9900357,"about_ca_topic_score_gemma":0.9923182,"domain_scores_codex":[0.9920373,0.001046549,0.001250234,0.002287724,0.001996602,0.001381605],"domain_scores_gemma":[0.9925479,0.002210346,0.0007540022,0.00327901,0.0006268376,0.0005818575],"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":[0.00002047824,0.0001865552,0.0002082327,0.000298209,0.0001442902,0.0008035604,0.00008136922,0.0007939935,0.00000165412,0.001569772,0.9509712,0.04492065],"study_design_scores_gemma":[0.0004064734,0.0001140081,0.08925419,0.0002380523,0.0001109156,0.00008748524,0.00002585468,0.02416026,0.00000941015,0.002059473,0.8824566,0.001077263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001300246,0.0004277177,0.003023089,0.003114796,0.004996986,0.0010882,0.9855355,0.0003711155,0.001312584],"genre_scores_gemma":[0.0001150634,0.0003964736,0.002004198,0.00059824,0.00156651,0.0001263636,0.9910375,0.0001061189,0.00404954],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08904595,"threshold_uncertainty_score":0.9990244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03007174201552792,"score_gpt":0.2665620214582259,"score_spread":0.236490279442698,"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."}}