{"id":"W4408196392","doi":"10.7202/1116526ar","title":"Maquette de couverture","year":2024,"lang":"fr","type":"article","venue":"Les Cahiers du CIÉRA","topic":"Philosophy, Sociology, Political Theory","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":["insufficient_payload"],"category_scores_codex":[0.001220778,0.0002742622,0.0003053093,0.0000858342,0.0006082339,0.0001399026,0.0004891281,0.001143824,0.00154949],"category_scores_gemma":[0.0007346158,0.0002845655,0.0003003108,0.0004470372,0.007292978,0.0002564101,0.00006953926,0.001332914,0.001628574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001421138,"about_ca_system_score_gemma":0.0004278501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007729044,"about_ca_topic_score_gemma":0.00006792555,"domain_scores_codex":[0.9968547,0.001035892,0.0002593754,0.0004665311,0.0003161861,0.001067268],"domain_scores_gemma":[0.9977313,0.001444345,0.00004037835,0.0002620681,0.00005581029,0.0004661477],"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":[0.000007509586,0.00003989765,0.0001603289,0.0001248127,0.0001235214,0.0002763036,0.01683456,0.000005010341,0.0000752752,0.9335222,0.04010187,0.008728722],"study_design_scores_gemma":[0.0000725149,0.00003177951,0.0001339966,0.00008509522,0.00007803575,0.00001682969,0.00189504,0.0001511816,0.00003590615,0.5253325,0.4719685,0.0001986883],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1324834,0.04447627,0.001735893,0.2466297,0.01306182,0.000318855,0.000201624,0.000607937,0.5604844],"genre_scores_gemma":[0.909757,0.001785916,0.0005440303,0.01220258,0.00743462,0.00002214767,0.000009137023,0.00005813796,0.06818648],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7772735,"threshold_uncertainty_score":0.9999607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01887302996854383,"score_gpt":0.3024151810876249,"score_spread":0.2835421511190811,"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."}}