{"id":"W3009334772","doi":"10.7202/1075734ar","title":"L’engagement des cégépiens en contexte de migration pour études : une réciprocité incontournable","year":2021,"lang":"fr","type":"article","venue":"Revue Jeunes et Société","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Campus Notre-Dame-de-Foy; Cégep Garneau","funders":"","keywords":"Humanities; 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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005707031,0.000253678,0.0003832805,0.00005160776,0.001317383,0.000156046,0.0002748785,0.0003770155,0.0006052803],"category_scores_gemma":[0.003197883,0.0003033917,0.0002532997,0.0005737951,0.0009486254,0.0005263821,0.00007117429,0.0005042651,0.0001000755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007490093,"about_ca_system_score_gemma":0.001825817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002792392,"about_ca_topic_score_gemma":0.009052799,"domain_scores_codex":[0.995027,0.003079733,0.0004965609,0.0004437029,0.0002780864,0.0006748835],"domain_scores_gemma":[0.9951028,0.00354567,0.0002975343,0.000226126,0.000616039,0.0002117937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000421402,0.0003665335,0.01684807,0.0002547035,0.0002162981,0.00001174251,0.3417333,0.0001439617,0.0010971,0.616974,0.002943833,0.0194062],"study_design_scores_gemma":[0.0004615861,0.00005297991,0.01966889,0.0003811476,0.0001644742,0.00002250593,0.6458416,0.0001631406,0.0002202131,0.06742892,0.2652338,0.0003607525],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7177182,0.01864368,0.002112495,0.2068273,0.003964242,0.0003870858,0.00003583309,0.0001157514,0.05019538],"genre_scores_gemma":[0.9098222,0.0188768,0.01263365,0.002345121,0.005440039,0.0001079176,0.00008198221,0.00004040567,0.05065185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5495451,"threshold_uncertainty_score":0.9999828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2139210915687076,"score_gpt":0.4654863587696079,"score_spread":0.2515652672009003,"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."}}