{"id":"W2567202826","doi":"10.7202/1037872ar","title":"Les défis de l’intégration sociale des jeunes immigrants à l’extérieur de la métropole québécoise","year":2016,"lang":"fr","type":"article","venue":"Diversité urbaine","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002381156,0.0001756502,0.0001898984,0.00007646449,0.001403513,0.00005668364,0.0002791854,0.0003145454,0.0006264953],"category_scores_gemma":[0.00145709,0.000164324,0.0001453442,0.0002860856,0.003500814,0.0003976427,0.00004532119,0.0001404458,0.00009773172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000832599,"about_ca_system_score_gemma":0.0005458122,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05165596,"about_ca_topic_score_gemma":0.007616166,"domain_scores_codex":[0.9972746,0.001476009,0.0002011949,0.0002730184,0.000227141,0.0005480634],"domain_scores_gemma":[0.9972898,0.002006432,0.0001523036,0.0001205705,0.0002389052,0.0001919986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001637268,0.0002297793,0.4200152,0.00003684995,0.000104989,0.000004654664,0.2055778,0.000004358186,0.001055961,0.3126377,0.009037583,0.05127876],"study_design_scores_gemma":[0.0007953289,0.0000912207,0.6617513,0.0001642299,0.0001628443,0.000007660212,0.145415,0.00002336383,0.0002620122,0.04131445,0.14962,0.0003925483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9503227,0.003866713,0.002993315,0.02600435,0.001033422,0.0001401183,0.00008369353,0.00008840973,0.01546725],"genre_scores_gemma":[0.9708768,0.004095864,0.001754475,0.0003404148,0.002272212,0.00001230909,0.00001763021,0.00001749246,0.02061283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2713233,"threshold_uncertainty_score":0.9998965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0727075174985034,"score_gpt":0.3654405558621281,"score_spread":0.2927330383636247,"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."}}