{"id":"W4229841989","doi":"10.4000/ries.852","title":"Former des enseignants","year":2010,"lang":"fr","type":"paratext","venue":"Revue internationale d éducation de Sèvres","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":[0.00297086,0.0005333635,0.0005049473,0.001322262,0.00677488,0.009049319,0.0008336476,0.002215987,0.09845739],"category_scores_gemma":[0.005903438,0.0002476753,0.0003587031,0.001785475,0.003580675,0.005663564,0.005456974,0.003687735,0.03020119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006950056,"about_ca_system_score_gemma":0.009041608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03993259,"about_ca_topic_score_gemma":0.07556349,"domain_scores_codex":[0.9957986,0.0009718346,0.0001524049,0.0007346896,0.0009141334,0.001428259],"domain_scores_gemma":[0.9947752,0.0003844495,0.0003104526,0.0004131825,0.001655636,0.00246113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009637066,0.0001198634,0.01134012,0.000239425,0.00002137717,0.0009071568,0.0383159,0.0001825458,0.0008164194,0.429059,0.4155924,0.1033095],"study_design_scores_gemma":[0.000002073693,0.00001018129,0.002123071,0.00004809855,0.000001664198,0.00008285724,0.003021406,0.00001791996,0.00004294279,0.001231135,0.9934133,0.000005473477],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05107266,0.01037919,0.001980502,0.06171414,0.00478425,0.000099383,0.0006105812,0.0002090819,0.8691503],"genre_scores_gemma":[0.1235613,0.004161001,0.0006007149,0.005833211,0.000702195,0.00004621705,0.0004244637,0.0001077367,0.8645632],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09845739,"threshold_uncertainty_score":0.3293728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4068715352247546,"score_gpt":0.4724704072772574,"score_spread":0.06559887205250281,"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."}}