{"id":"W6964024189","doi":"10.25318/9810043701-fra","title":"Profession (catégorie de formation, étude, expérience et responsabilités - FEER), selon la minorité visible, le statut de génération, le lieu des études et le plus haut niveau de scolarité : Canada, provinces et territoires","year":2022,"lang":"fr","type":"dataset","venue":"Statistics Canada Dissemination","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Identity (music); Paraphernalia","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.005914247,0.001381594,0.001099186,0.0006770926,0.003528149,0.00100572,0.001689958,0.0006219827,0.0002968375],"category_scores_gemma":[0.007416662,0.001773395,0.0001025309,0.001707205,0.0007433378,0.002679272,0.0006297439,0.002139629,0.000004353579],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02131542,"about_ca_system_score_gemma":0.2288725,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944286,"about_ca_topic_score_gemma":0.9998758,"domain_scores_codex":[0.984919,0.006067825,0.002111644,0.001569841,0.003272074,0.002059617],"domain_scores_gemma":[0.989362,0.004688975,0.002026163,0.001251475,0.001693883,0.0009775253],"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":[0.0006549605,0.0008012391,0.001393512,0.00296582,0.0001536737,0.0005797526,0.009008334,0.007189282,0.001854464,0.08364027,0.8899798,0.001778912],"study_design_scores_gemma":[0.00312251,0.0008143451,0.1106177,0.003364535,0.0006108845,0.0005212387,0.07237043,0.01424672,0.005281602,0.005511578,0.7795064,0.004032103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.02512005,0.001156328,0.02174766,0.005104946,0.000704066,0.002964239,0.942737,0.0001543616,0.0003113165],"genre_scores_gemma":[0.1780673,0.0005458488,0.02447466,0.0006670599,0.00009194052,0.001635359,0.7927817,0.000324573,0.00141153],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2075571,"threshold_uncertainty_score":0.9998935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009201256477150107,"score_gpt":0.2776451480504833,"score_spread":0.2684438915733332,"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."}}