{"id":"W4285262494","doi":"10.4000/hommesmigrations.13603","title":"Réussite exceptionnelle des étudiants canadiens d’origine immigrée : au-delà du portrait général","year":2022,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Association of Canadian Universities for Northern Studies; Musée de la Civilisation","funders":"","keywords":"Humanities; Art; Portrait; Political science; Art history","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000642122,0.0002832591,0.0002548317,0.0002237557,0.004783692,0.0001207,0.000471097,0.0001000215,0.008293505],"category_scores_gemma":[0.00009270289,0.0003631119,0.0002133673,0.001539003,0.0007465187,0.0009965156,0.0001516229,0.0003475652,0.0003397446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00275223,"about_ca_system_score_gemma":0.001478891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1802164,"about_ca_topic_score_gemma":0.5804477,"domain_scores_codex":[0.9970742,0.0003965821,0.0005217158,0.000487484,0.0006032257,0.000916737],"domain_scores_gemma":[0.998683,0.0001345896,0.0002622019,0.0003527232,0.0001508368,0.0004166866],"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":[0.00001241286,0.002304198,0.2043125,0.0000405383,0.0001560859,0.00002869422,0.2031702,0.001672519,0.0006197145,0.034345,0.5437818,0.009556315],"study_design_scores_gemma":[0.0003733434,0.0001952548,0.1216406,0.00005224467,0.0002011489,0.00002397019,0.281291,0.0006467724,0.0001036288,0.00636789,0.5884832,0.0006209579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9450511,0.01366526,0.0002532791,0.02704865,0.005607216,0.0005597817,0.0009603793,0.0001069804,0.006747326],"genre_scores_gemma":[0.9426895,0.0009575977,0.00041422,0.0005611972,0.001454369,0.0003432989,0.00078234,0.00003482981,0.05276266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4002314,"threshold_uncertainty_score":0.9998821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03708910471164226,"score_gpt":0.2938656948095106,"score_spread":0.2567765900978683,"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."}}