{"id":"W1528879326","doi":"","title":"L'insertion professionnelle : parcours professionnel et contexte d'insertion d'enseignants dans les cégeps","year":2009,"lang":"fr","type":"article","venue":"Sémaphore (Université du Québec à Rimouski)","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","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":[0.008910887,0.0005201602,0.0004652683,0.001591233,0.02018745,0.01184935,0.002100485,0.004248767,0.02546837],"category_scores_gemma":[0.01979716,0.0005987983,0.0004112292,0.002399531,0.013061,0.008297889,0.0117703,0.006758164,0.004197645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01347221,"about_ca_system_score_gemma":0.03913874,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09335613,"about_ca_topic_score_gemma":0.1409084,"domain_scores_codex":[0.9868807,0.006106819,0.0003237264,0.001110087,0.002423832,0.003154879],"domain_scores_gemma":[0.9857912,0.005182408,0.0014167,0.0005723105,0.003191517,0.003845975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008697831,0.0001057365,0.01395385,0.0002778707,0.000008851546,0.002369548,0.8034918,0.0001034386,0.001238208,0.1058131,0.01030167,0.06224886],"study_design_scores_gemma":[0.000007439388,0.00006675207,0.01446514,0.0006586397,0.000009048603,0.0009036651,0.649839,0.0001717972,0.000598184,0.006096765,0.3271292,0.00005424003],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7028714,0.006718304,0.01550389,0.06001445,0.001580399,0.0002811799,0.000219008,0.0002000278,0.2126113],"genre_scores_gemma":[0.9029237,0.003129646,0.004448431,0.004976764,0.0001679904,0.0001863559,0.0000996491,0.00019328,0.08387411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9066439,"threshold_uncertainty_score":0.1856255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03510767093322023,"score_gpt":0.2838731793817402,"score_spread":0.2487655084485199,"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."}}