{"id":"W4366085538","doi":"10.3917/lp.413.0146","title":"Christian Laval et Francis Vergne, Éducation démocratique. La révolution scolaire à venir , Éditions Paris, La Découverte, coll. « L’Horizon des possibles », 2021, 232 p., 20 €","year":2023,"lang":"fr","type":"article","venue":"La Pensée","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004480905,0.0003197019,0.0003472436,0.0002096487,0.00204328,0.0002703113,0.0003346037,0.0006794611,0.0005907905],"category_scores_gemma":[0.00147408,0.0003797832,0.0001877866,0.001617812,0.003157078,0.0007753291,0.00005680936,0.0005707514,0.0004578089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004139414,"about_ca_system_score_gemma":0.002417869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00404733,"about_ca_topic_score_gemma":0.006555008,"domain_scores_codex":[0.9942957,0.003496394,0.000508844,0.0005582607,0.0004968432,0.0006439446],"domain_scores_gemma":[0.9951778,0.003585247,0.0002852592,0.0002944049,0.0004093969,0.0002478697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001122482,0.0004352835,0.008641853,0.0001585437,0.0001120653,0.000009467178,0.09634168,0.0001424319,0.0002420087,0.3005197,0.5883909,0.004994845],"study_design_scores_gemma":[0.0005942321,0.0001754297,0.2142729,0.0005425951,0.0001723108,0.00002147977,0.09913926,0.0004924029,0.00005015539,0.07048728,0.6133832,0.0006687776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5444611,0.01311814,0.001327999,0.2374225,0.01608718,0.001422778,0.0009018616,0.0007565441,0.184502],"genre_scores_gemma":[0.943687,0.03267312,0.001435461,0.000283348,0.003376839,0.0002921742,0.000965184,0.00006188166,0.01722498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.399226,"threshold_uncertainty_score":0.9998654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07723806280076771,"score_gpt":0.3901666608329568,"score_spread":0.3129285980321891,"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."}}