{"id":"W2488879716","doi":"","title":"La mauvaise dialectique des pédagogues et des républicains","year":2016,"lang":"fr","type":"article","venue":"ISCHE 2016","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004374235,0.000183766,0.0001884894,0.00007585605,0.0006679813,0.00009094171,0.0003287759,0.0003610269,0.001098147],"category_scores_gemma":[0.003690009,0.0001356442,0.0001235949,0.0002943503,0.006363388,0.0008773453,0.00004738558,0.0001975383,0.0007602853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001863945,"about_ca_system_score_gemma":0.0009660519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009939014,"about_ca_topic_score_gemma":0.00181886,"domain_scores_codex":[0.9963441,0.002336119,0.0002525089,0.0003285336,0.0002034658,0.0005352687],"domain_scores_gemma":[0.9945002,0.0046152,0.0001301806,0.0001968501,0.000334061,0.0002235346],"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":[0.00000539138,0.0002216731,0.03632315,0.00003938885,0.00008631429,0.000001637192,0.1346298,5.238576e-7,0.0004851498,0.6130853,0.05129467,0.163827],"study_design_scores_gemma":[0.0002869173,0.00005208942,0.03176772,0.0003157636,0.0000293908,0.00000634452,0.02295786,0.000001352409,0.0001427804,0.08057313,0.8636101,0.0002565904],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4296304,0.0103486,0.004561875,0.1738295,0.003403129,0.0002706652,0.00008046997,0.0001945611,0.3776808],"genre_scores_gemma":[0.8620437,0.01878785,0.004222468,0.0008277179,0.003390572,0.00006342486,0.000007834451,0.0000309777,0.1106254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8123154,"threshold_uncertainty_score":0.999815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3100341989908751,"score_gpt":0.4862913187841729,"score_spread":0.1762571197932978,"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."}}