{"id":"W4391894533","doi":"10.18162/fp.2023.819","title":"L’insertion socioprofessionnelle en milieu scolaire franco-manitobain des personnes immigrantes formées à l’étranger","year":2023,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Saint-Boniface","funders":"","keywords":"Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003275027,0.0002735693,0.0001727749,0.0006413238,0.008320404,0.00251674,0.0006816267,0.0008133689,0.009077112],"category_scores_gemma":[0.002999198,0.0002519949,0.0002125342,0.0008131872,0.002232313,0.000806595,0.003423496,0.00104384,0.001009393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005997449,"about_ca_system_score_gemma":0.02961585,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4638529,"about_ca_topic_score_gemma":0.684092,"domain_scores_codex":[0.9984844,0.0006584399,0.00004330615,0.00008141506,0.0001814623,0.0005509023],"domain_scores_gemma":[0.9971077,0.0005243767,0.0002890266,0.0001050443,0.0009281287,0.001045719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001395693,0.0002474401,0.2277798,0.0002328823,0.00001600095,0.001600639,0.6869248,0.00006206557,0.004035535,0.002366633,0.004384853,0.07220991],"study_design_scores_gemma":[0.00001151475,0.0002148605,0.2037388,0.0003575915,0.0000105601,0.0002055107,0.7619883,0.00005946754,0.0005310135,0.0001499482,0.03270748,0.00002494702],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829708,0.0004744597,0.0003447045,0.003703421,0.00007983138,0.0001496723,0.0001120662,0.000008779849,0.01215629],"genre_scores_gemma":[0.9770709,0.0008998215,0.0008621488,0.001198893,0.00002270156,0.0002529186,0.0001051167,0.000007740045,0.01957988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5361471,"threshold_uncertainty_score":0.9223059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08127066494292631,"score_gpt":0.3829995880723935,"score_spread":0.3017289231294672,"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."}}