{"id":"W98058694","doi":"10.4000/lectures.5202","title":"Alain Degenne, Catherine Marry, Stéphane Moulin, Les catégories sociales et leurs frontières","year":2011,"lang":"fr","type":"article","venue":"Lectures","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Geography; Sociology; Art","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008816248,0.0003901331,0.0004431402,0.00005179016,0.001129173,0.000167195,0.0008419451,0.0004279372,0.002790279],"category_scores_gemma":[0.0004317578,0.0003629948,0.000261961,0.0006999039,0.002902261,0.0004375642,0.0001303835,0.0003902672,0.0001341509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002509745,"about_ca_system_score_gemma":0.0006412641,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.40532,"about_ca_topic_score_gemma":0.5238764,"domain_scores_codex":[0.9966429,0.0006517862,0.0003726728,0.0005818796,0.0007372238,0.001013496],"domain_scores_gemma":[0.9987249,0.0002637483,0.0003313033,0.0002609656,0.000149477,0.0002696239],"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":[0.00009246018,0.0003942709,0.04524143,0.00008086703,0.0001900097,0.00006165722,0.3308958,0.00004229848,0.0003412623,0.3696455,0.1289507,0.1240637],"study_design_scores_gemma":[0.00046116,0.0002792258,0.1593988,0.00009936619,0.0001324914,0.000006220595,0.02876431,0.00002643416,0.001675475,0.1448182,0.6633183,0.00102004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7164845,0.1080849,0.001551523,0.0524464,0.008275812,0.0006701083,0.000229842,0.0003005632,0.1119563],"genre_scores_gemma":[0.9589352,0.005075217,0.001707153,0.001611668,0.001850274,0.00003021404,0.000009036434,0.000042932,0.03073828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5343675,"threshold_uncertainty_score":0.9998822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1862848979043142,"score_gpt":0.3308724273629352,"score_spread":0.144587529458621,"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."}}