{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006712414,0.00019191,0.0002044631,0.0001232453,0.001447962,0.00003985245,0.0002354427,0.0008248017,0.0003237675],"category_scores_gemma":[0.002775071,0.0001983184,0.0001133915,0.0005750607,0.0006622116,0.002370201,0.00003166171,0.0006141682,0.0003578477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007661138,"about_ca_system_score_gemma":0.0004139063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009177261,"about_ca_topic_score_gemma":0.0002031165,"domain_scores_codex":[0.9939956,0.004485591,0.0005805711,0.0001889949,0.0003548133,0.0003944336],"domain_scores_gemma":[0.9963242,0.002659236,0.0003709995,0.0001539991,0.0003851738,0.0001063431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001360916,0.0002350788,0.00204435,0.0002580714,0.00003093034,6.267755e-7,0.7000654,0.00004763749,0.0001627862,0.1508303,0.006244317,0.140067],"study_design_scores_gemma":[0.0008487672,0.0001536506,0.02347936,0.0006005141,0.00009434915,0.00009367191,0.6687467,0.003811447,0.001324695,0.0357786,0.2643259,0.0007424089],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7889848,0.003308035,0.0194634,0.05700234,0.004867504,0.0008487148,0.00002458379,0.0002480639,0.1252526],"genre_scores_gemma":[0.9644442,0.008619001,0.01276025,0.0002426774,0.003309099,0.00008942394,0.0002632333,0.00001957641,0.0102525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2580816,"threshold_uncertainty_score":0.999852,"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."}}