{"id":"W1482140098","doi":"","title":"La nécessité incontestable de l’éducation d’un certain type très précis (et pas d’un autre)","year":2014,"lang":"fr","type":"article","venue":"Liberté","topic":"Philosophy, Sociology, Political Theory","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science; Philosophy; Humanities","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":["insufficient_payload"],"category_scores_codex":[0.003177684,0.0003051067,0.0004173437,0.00007328668,0.0005124219,0.0001073991,0.0005923794,0.0007073624,0.001067901],"category_scores_gemma":[0.002614317,0.0003185923,0.0001559776,0.0004746695,0.001505713,0.0004206139,0.0001401415,0.000650137,0.0009369864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000526143,"about_ca_system_score_gemma":0.0005454647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003437565,"about_ca_topic_score_gemma":0.0002976813,"domain_scores_codex":[0.9930386,0.00477218,0.0004001297,0.0004831875,0.0003011957,0.00100472],"domain_scores_gemma":[0.9954017,0.003354309,0.0001876422,0.0004488092,0.000139976,0.0004675876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002308948,0.0002961159,0.001513001,0.0000446774,0.00005585584,0.000007711303,0.0251929,0.000006066386,0.0001252843,0.9546307,0.002772972,0.01533164],"study_design_scores_gemma":[0.0003437776,0.000119844,0.00396914,0.0000699389,0.00007108605,0.00001006548,0.001900286,0.0002015712,0.0002328455,0.7315939,0.261176,0.00031157],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2935418,0.001913411,0.0002511749,0.07389637,0.002683826,0.0002489989,0.00002181749,0.0001911003,0.6272515],"genre_scores_gemma":[0.9589712,0.0002544059,0.001035326,0.007835649,0.001656146,0.00003696222,0.00002138574,0.00005534874,0.03013355],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6654295,"threshold_uncertainty_score":0.9999266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0492029175292624,"score_gpt":0.3383921422461412,"score_spread":0.2891892247168788,"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."}}