{"id":"W1997450323","doi":"10.7202/008335ar","title":"La polyvalence des maîtres en France : une question en débat","year":2004,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.008006623,0.0001961873,0.0001837534,0.00014959,0.002058621,0.0001842,0.0005898276,0.0003112118,0.0001015951],"category_scores_gemma":[0.002807514,0.0002205691,0.00008989136,0.001613902,0.01113297,0.001193737,0.00003046543,0.000285236,0.0001322222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001682504,"about_ca_system_score_gemma":0.001948907,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008526581,"about_ca_topic_score_gemma":0.002004022,"domain_scores_codex":[0.996112,0.002112694,0.0003418302,0.0005024188,0.0003396526,0.0005913985],"domain_scores_gemma":[0.9973489,0.001820347,0.000232232,0.0001839565,0.0002356443,0.000178925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001221329,0.0001562411,0.01516338,0.0001431763,0.000009260194,9.469964e-7,0.3995504,0.001579368,0.0002077752,0.5547658,0.00009464549,0.02832784],"study_design_scores_gemma":[0.00023022,0.0002019069,0.2322245,0.001372827,0.00006716957,0.000101397,0.2837403,0.0003798518,0.0001949368,0.4620851,0.01891901,0.0004827459],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9083862,0.01148759,0.007605335,0.04234837,0.004226063,0.0002509731,0.00001072218,0.00009279179,0.02559195],"genre_scores_gemma":[0.9471809,0.007758587,0.03538539,0.0002466301,0.002714343,0.00005332895,0.00001284635,0.00001422912,0.006633701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2170611,"threshold_uncertainty_score":0.9992406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.442298029374754,"score_gpt":0.5299030394714419,"score_spread":0.08760501009668786,"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."}}