{"id":"W7067199496","doi":"","title":"La surqualification professionnelle et la satisfaction à l’égard de l’emploi chez les immigrants canadiens","year":2022,"lang":"fr","type":"article","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; The arts; Research methodology; Qualitative research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009228161,0.0002702631,0.0002617108,0.0007842854,0.001320077,0.001408298,0.0004750539,0.0009945461,0.006448762],"category_scores_gemma":[0.003633464,0.0002030934,0.0003552611,0.0009100765,0.0008565272,0.000604625,0.0007563864,0.001119843,0.0006654952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00174111,"about_ca_system_score_gemma":0.002216693,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3193818,"about_ca_topic_score_gemma":0.2976586,"domain_scores_codex":[0.9993743,0.0001450323,0.00003155545,0.00004163906,0.0001253141,0.0002821146],"domain_scores_gemma":[0.9981812,0.0003263316,0.0004746284,0.00004086884,0.0004270668,0.0005498343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001713927,0.0003190232,0.9584785,0.00003707915,0.00004198622,0.0005547178,0.01773124,0.0001294123,0.0003884059,0.0002940127,0.001649644,0.02020454],"study_design_scores_gemma":[0.000007501719,0.0001572383,0.9765347,0.00004587124,0.00001257868,0.0001314955,0.02088218,0.000113259,0.00008117766,0.00003863287,0.001981677,0.00001355856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978059,0.000293326,0.00002379281,0.0004482354,0.00001499999,0.000004191014,0.00007719715,0.00000157173,0.001330741],"genre_scores_gemma":[0.9952296,0.0003723615,0.00003774058,0.0001270114,0.00001331507,0.00001293804,0.00008827113,0.000002244177,0.004116565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6806182,"threshold_uncertainty_score":0.6350456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01343075605837678,"score_gpt":0.2199939647655279,"score_spread":0.2065632087071512,"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."}}