{"id":"W6992324161","doi":"","title":"La carrière migratoire des étudiants maghrébins à Montréal : L’influence de l’expérience urbaine sur leur rétention dans la ville d’accueil","year":2023,"lang":"fr","type":"dissertation","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urban environment; Urban space; Urban network","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.007657533,0.0009017256,0.0006710887,0.0006997919,0.003886139,0.002147271,0.001254835,0.002314377,0.00004590041],"category_scores_gemma":[0.01436451,0.001025795,0.0007034303,0.002858361,0.006069236,0.005278375,0.0001986973,0.001989542,0.0002834935],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008107388,"about_ca_system_score_gemma":0.01666491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009858443,"about_ca_topic_score_gemma":0.0402201,"domain_scores_codex":[0.9904499,0.003083522,0.001284626,0.001641916,0.002325085,0.001214975],"domain_scores_gemma":[0.9918495,0.003811766,0.0007784814,0.0004666962,0.002266896,0.0008267039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004502229,0.002774424,0.1888878,0.001788404,0.0008435777,0.001559559,0.2308491,0.09276754,0.0279373,0.4346001,0.01123498,0.006306983],"study_design_scores_gemma":[0.002676021,0.0001810409,0.6562114,0.005223631,0.0004353113,0.001451989,0.05845283,0.01382682,0.007492545,0.04183442,0.2083688,0.003845239],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8154194,0.001350106,0.001940724,0.000340765,0.001661225,0.0008052057,0.0004321573,0.0003435909,0.1777068],"genre_scores_gemma":[0.8915336,0.001295,0.001767262,0.00007922974,0.0005821652,0.0003628599,0.0008656749,0.0000819611,0.1034323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4673235,"threshold_uncertainty_score":0.9992192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04472036966118435,"score_gpt":0.309706112220789,"score_spread":0.2649857425596047,"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."}}