{"id":"W3123655624","doi":"10.4000/rfp.9577","title":"GUIBERT Pascal, DEJEMEPPE Xavier, DESJARDINS Julie &amp; MAULINI Olivier (dir.). Questionner et valoriser le métier d’enseignant. Une double contrainte en formation","year":2020,"lang":"fr","type":"article","venue":"Revue française de pédagogie","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pascal (unit); Theology; Physics; Philosophy; Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004108502,0.0005118972,0.0007358907,0.0001259258,0.001105479,0.0001978531,0.0006493612,0.0007832477,0.0008418899],"category_scores_gemma":[0.00215805,0.0005776211,0.0004598103,0.00097052,0.001176626,0.001218704,0.00009607608,0.000925655,0.001362401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003410164,"about_ca_system_score_gemma":0.001904008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003687419,"about_ca_topic_score_gemma":0.002109109,"domain_scores_codex":[0.9947737,0.001806374,0.001043162,0.0007582109,0.0005097239,0.001108829],"domain_scores_gemma":[0.996192,0.001626343,0.0004559076,0.0004473836,0.0006096757,0.0006687094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001475659,0.0006497708,0.004340185,0.0007157484,0.0003913675,0.00002112243,0.5893851,0.00212236,0.0003856427,0.2331951,0.1370069,0.03163918],"study_design_scores_gemma":[0.001610953,0.00009423236,0.002090427,0.0004005305,0.0002338007,0.00002866265,0.04232594,0.0009770362,0.00005692121,0.00529055,0.9462107,0.0006802146],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1153137,0.0367128,0.06658602,0.725637,0.009916983,0.001935932,0.0003054937,0.0005198048,0.04307231],"genre_scores_gemma":[0.9081683,0.0125666,0.01654884,0.0117925,0.01136309,0.0003102866,0.0006177989,0.0001451771,0.03848737],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8092039,"threshold_uncertainty_score":0.9996675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2326885572338324,"score_gpt":0.4222813685680167,"score_spread":0.1895928113341843,"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."}}