{"id":"W4386742866","doi":"10.4000/books.cereq.2067","title":"Migrants qualifiés : diversité de parcours socioprofessionnels","year":2022,"lang":"fr","type":"book-chapter","venue":"","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Collège de Maisonneuve","funders":"","keywords":"Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006715488,0.0002320348,0.0001593696,0.001636243,0.001018366,0.002083701,0.0002639141,0.0004256068,0.01541],"category_scores_gemma":[0.001355679,0.00009409151,0.0001154157,0.001998968,0.001258588,0.001161776,0.0009435937,0.0004282929,0.0009370963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001016966,"about_ca_system_score_gemma":0.001090564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01842511,"about_ca_topic_score_gemma":0.02714729,"domain_scores_codex":[0.9996291,0.0001393561,0.00001428876,0.0000384236,0.00007814514,0.0001006254],"domain_scores_gemma":[0.9994134,0.0002024782,0.0001583569,0.00001865173,0.00008718218,0.0001199338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001281689,0.00009215713,0.1832059,0.0005930559,0.00002701058,0.001627864,0.3395877,0.0002130472,0.001001561,0.09413058,0.08581805,0.293575],"study_design_scores_gemma":[0.00001202243,0.0001595767,0.3739258,0.001074441,0.00001626805,0.002714815,0.1751868,0.0001191487,0.0002376777,0.00942295,0.4370914,0.00003918424],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6663038,0.03876399,0.0007777056,0.02176249,0.0005040537,0.0000882469,0.001703769,0.00007409332,0.2700219],"genre_scores_gemma":[0.9131881,0.01018151,0.0003959171,0.0009942873,0.0003784649,0.00007713198,0.0004025953,0.0000269498,0.07435502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01842511,"threshold_uncertainty_score":0.05155158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2119510386534776,"score_gpt":0.4738387354641327,"score_spread":0.2618876968106552,"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."}}