{"id":"W1966494615","doi":"10.4000/ethiquepublique.594","title":"L’évolution nécessaire du système démocratique","year":2011,"lang":"fr","type":"article","venue":"Éthique Publique","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006849681,0.0003006779,0.0003254787,0.0001568539,0.001101666,0.0001505975,0.0005571243,0.001071419,0.001366083],"category_scores_gemma":[0.003230394,0.0003413854,0.0001832918,0.0007107604,0.003192531,0.001378166,0.00005654487,0.0007597513,0.0002095537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007798358,"about_ca_system_score_gemma":0.003151877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01185706,"about_ca_topic_score_gemma":0.00286377,"domain_scores_codex":[0.9948414,0.002995408,0.0005593315,0.0005384313,0.0003341033,0.0007313329],"domain_scores_gemma":[0.9969709,0.001116292,0.0003676803,0.0003328181,0.0008789701,0.0003333638],"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":[0.000004888147,0.0002601568,0.01628158,0.00008032065,0.00005692383,0.000003477987,0.05734795,0.000002355305,0.00001330979,0.915861,0.008251031,0.001837053],"study_design_scores_gemma":[0.0003249776,0.0001561293,0.05897075,0.0002738001,0.00007839215,0.00003690341,0.05000169,0.0001269685,0.00007836174,0.5277615,0.3614608,0.0007297198],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1016797,0.004327906,0.00805539,0.287618,0.0191742,0.0009946087,0.00004621158,0.0004787369,0.5776253],"genre_scores_gemma":[0.9651121,0.002107294,0.004108421,0.008172568,0.008576781,0.0002391939,0.00006353662,0.00004311814,0.01157696],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8634324,"threshold_uncertainty_score":0.9999038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1221172481462409,"score_gpt":0.3670362287494211,"score_spread":0.2449189806031802,"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."}}