{"id":"W4390310434","doi":"10.3917/etu.4185.0695w","title":"Denis Kambouchner , L’École, question philosophique , Fayard, 2013, 354 pages, 22,50 €","year":2013,"lang":"fr","type":"article","venue":"Études","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Philosophy; Humanities","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001770207,0.0002741989,0.0002866568,0.00009495448,0.0007491213,0.0001500139,0.0003860877,0.0004865192,0.002469782],"category_scores_gemma":[0.0005800879,0.0002785329,0.0001486448,0.0003465248,0.001670638,0.0007822501,0.00004779462,0.0003756225,0.001953123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002640624,"about_ca_system_score_gemma":0.0004331365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008175505,"about_ca_topic_score_gemma":0.001405022,"domain_scores_codex":[0.997155,0.001024361,0.000407656,0.0004504386,0.0003846679,0.0005778425],"domain_scores_gemma":[0.997871,0.0009815305,0.0002186,0.000263204,0.0004204144,0.0002452296],"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":[0.000001700322,0.0002232211,0.008881574,0.00004258212,0.00007684876,8.538473e-7,0.01025786,0.00002222972,0.0001184652,0.9260203,0.04664088,0.007713452],"study_design_scores_gemma":[0.00043646,0.0001777091,0.1120952,0.0003483151,0.0001412712,0.00001048698,0.06308819,0.0000898198,0.00005494234,0.2177484,0.6049191,0.0008900593],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3539973,0.02095079,0.0003701864,0.4156218,0.01115051,0.001332689,0.00003995109,0.0003470856,0.1961896],"genre_scores_gemma":[0.954587,0.009649978,0.004882055,0.003335808,0.009690177,0.0002575046,0.00007055922,0.00003611772,0.01749075],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7082719,"threshold_uncertainty_score":0.9999667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1886395612186725,"score_gpt":0.4180679223481372,"score_spread":0.2294283611294647,"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."}}