{"id":"W6969160968","doi":"10.5683/sp3/5yvvty","title":"Enquête sur la population active, janvier 2018 [Canada] [Remanié 2025]","year":2024,"lang":"fr","type":"dataset","venue":"Borealis","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002143666,0.000898179,0.0007288373,0.003799853,0.002010207,0.003169778,0.001673837,0.0007849281,0.01884878],"category_scores_gemma":[0.006939339,0.0004558218,0.0008330775,0.007915604,0.0004013341,0.0008662492,0.001360982,0.00171566,0.006409731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03023768,"about_ca_system_score_gemma":0.06672014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9905923,"about_ca_topic_score_gemma":0.9889808,"domain_scores_codex":[0.998014,0.00009977168,0.0001242159,0.0002273388,0.001141682,0.0003930212],"domain_scores_gemma":[0.9919579,0.0001698426,0.0001829678,0.0001015692,0.006970734,0.0006169826],"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":[0.0001063774,0.00001746356,0.01787134,0.000550979,0.00007704055,0.0000419411,0.000281919,0.0005510802,0.0001000332,0.001972516,0.9484497,0.02997968],"study_design_scores_gemma":[0.0000658955,0.0000284885,0.1525521,0.0007045427,0.00008271976,0.00003349632,0.0007184635,0.0006425922,0.0002785951,0.000402549,0.844432,0.00005859906],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.005595941,0.003979149,0.001284836,0.004555698,0.001112877,0.0002191916,0.9415833,0.0004699715,0.04119905],"genre_scores_gemma":[0.05028811,0.01010955,0.004515737,0.00387391,0.0004699451,0.000957808,0.8408877,0.0003417757,0.08855546],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03023768,"threshold_uncertainty_score":0.2193907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008873560272023415,"score_gpt":0.2172312855182374,"score_spread":0.208357725246214,"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."}}