{"id":"W4236715387","doi":"10.4000/rechercheformation.665","title":"Les routines professionnelles en formation initiale","year":2008,"lang":"fr","type":"article","venue":"Recherche & formation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Philosophy","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":[0.004351289,0.0004150379,0.0002707085,0.001372241,0.004183779,0.005808212,0.000974197,0.001451954,0.00763648],"category_scores_gemma":[0.01450049,0.0003356602,0.0003594326,0.001180385,0.007877411,0.004315792,0.003716576,0.002242633,0.001679215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0046367,"about_ca_system_score_gemma":0.007856405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01695541,"about_ca_topic_score_gemma":0.01717567,"domain_scores_codex":[0.9951966,0.002206387,0.0002446975,0.000535744,0.001043063,0.0007733804],"domain_scores_gemma":[0.9889439,0.002980338,0.001782439,0.001128432,0.002735465,0.002429472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001774608,0.0002333566,0.04748047,0.0003074278,0.00002059863,0.001026064,0.5536953,0.000628243,0.008322253,0.2366182,0.005638744,0.1458519],"study_design_scores_gemma":[0.00002408208,0.0004219692,0.1638626,0.0008003124,0.00001793079,0.001524475,0.3625803,0.001427155,0.004322192,0.05330661,0.4115425,0.0001698893],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7953914,0.002446871,0.03175441,0.007098713,0.0002123029,0.000162893,0.0001691669,0.0002630212,0.1625012],"genre_scores_gemma":[0.9536512,0.0007339482,0.008200635,0.0002473851,0.0000323139,0.0000818703,0.0001297093,0.00007398609,0.036849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01695541,"threshold_uncertainty_score":0.0337134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7858938892553256,"score_gpt":0.5631354324833007,"score_spread":0.2227584567720249,"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."}}