{"id":"W4396579802","doi":"10.18162/fp.2013.32","title":"Bénéfices et conditions d'efficacité des programmes d'insertion professionnelle en enseignement : état des connaissances sur le sujet","year":2013,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke; Université du Québec en Outaouais","funders":"","keywords":"Political science; Sociology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004324321,0.0003255768,0.0003095346,0.0001696709,0.003383428,0.0002282178,0.0003115322,0.0004321547,0.001036],"category_scores_gemma":[0.0009494015,0.0002965603,0.0001377316,0.0005812937,0.002197903,0.005067386,0.00008403009,0.0004782958,0.0003630638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003208305,"about_ca_system_score_gemma":0.0008108205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001807688,"about_ca_topic_score_gemma":0.001240002,"domain_scores_codex":[0.9936074,0.003993217,0.0008034778,0.0003844844,0.0005310439,0.000680374],"domain_scores_gemma":[0.9965684,0.00142974,0.0006290773,0.0002207986,0.0009310212,0.0002209705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002134173,0.001549847,0.005670966,0.0008912725,0.00007668095,5.427258e-7,0.6598653,0.0001379739,0.001544614,0.2430533,0.02380768,0.06338051],"study_design_scores_gemma":[0.001030426,0.0002380755,0.1140719,0.001924951,0.00005413873,0.000006179195,0.772342,0.001108085,0.0008504419,0.07994931,0.0279011,0.0005233033],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9152563,0.002730409,0.003336002,0.06666131,0.003135833,0.001983016,0.00003866495,0.0002512773,0.006607222],"genre_scores_gemma":[0.9816749,0.002446285,0.005719152,0.0009993912,0.0006052821,0.001165066,0.0007675788,0.00003280377,0.00658951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.163104,"threshold_uncertainty_score":0.9999487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1849989700992127,"score_gpt":0.4421746539840895,"score_spread":0.2571756838848768,"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."}}