{"id":"W6931853234","doi":"10.5683/sp3/hiyf3g","title":"Enquête sur la population active, août 2021 [Canada] [Remanié 2025]","year":2023,"lang":"fr","type":"dataset","venue":"Borealis","topic":"Psychometric Methodologies and Testing","field":"Decision Sciences","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006575085,0.0006853829,0.001282968,0.001063567,0.0004861582,0.0006191214,0.002300656,0.0007650196,0.001295267],"category_scores_gemma":[0.1573465,0.0006025051,0.0003387276,0.00471687,0.0001785451,0.0004231205,0.0007828375,0.0009658576,0.0006767079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004647008,"about_ca_system_score_gemma":0.001065454,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9845262,"about_ca_topic_score_gemma":0.9680293,"domain_scores_codex":[0.9903556,0.002334299,0.001636534,0.00161906,0.003053775,0.00100071],"domain_scores_gemma":[0.9284769,0.06717219,0.001315926,0.002049861,0.0005748987,0.0004101972],"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":[0.00003449492,0.00004469528,0.001553146,0.00004773984,0.00008057478,0.0002735489,0.00001940237,0.00009693164,0.000002401437,0.0002019918,0.7871544,0.2104907],"study_design_scores_gemma":[0.0002935116,0.00005591089,0.1513034,0.0002076191,0.00009242752,0.0000293118,0.0002455845,0.0004295326,0.000006630277,0.00277463,0.8440239,0.0005375535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004195093,0.0008517347,0.0003407624,0.001456033,0.004980302,0.0004651205,0.984055,0.00006958657,0.007361902],"genre_scores_gemma":[0.00008469676,0.002032222,0.002652675,0.0003667564,0.001334482,0.00005632917,0.9797244,0.00007288203,0.01367552],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2099532,"threshold_uncertainty_score":0.9996426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2480486331032645,"score_gpt":0.4201734021762265,"score_spread":0.172124769072962,"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."}}