{"id":"W2555407592","doi":"10.4000/volume.4928","title":"Bérurier Noir. Sociogenèse culturelle et itinéraire personnel","year":2016,"lang":"fr","type":"article","venue":"Volume !","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Humanities; Art; Ethnology; Sociology","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":["insufficient_payload"],"category_scores_codex":[0.0001831564,0.0003536184,0.000465181,0.00003478538,0.005244481,0.0001801215,0.0002321281,0.0002202727,0.01940057],"category_scores_gemma":[0.00006398955,0.0002102964,0.0006890043,0.00008648331,0.0008861803,0.0003463168,0.00009196133,0.0002269999,0.005078449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001455518,"about_ca_system_score_gemma":0.00002997906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003234265,"about_ca_topic_score_gemma":0.003813865,"domain_scores_codex":[0.9980761,0.0001381772,0.0003570177,0.0004488653,0.0003519399,0.0006278934],"domain_scores_gemma":[0.9990343,0.00008516968,0.0001439013,0.0002290736,0.0002839826,0.0002235825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009715674,0.0001424203,0.0002974733,0.00004587124,0.0003411008,0.00002195685,0.1565211,7.680236e-7,0.00006784292,0.1033398,0.7332758,0.005936189],"study_design_scores_gemma":[0.0004022977,0.00009798072,0.00009653482,0.0000964456,0.0002674276,0.000002882239,0.01594922,0.00002394017,0.000005274893,0.002367368,0.9802333,0.0004573528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.09723832,0.03431546,0.0001152338,0.831744,0.002484005,0.0002001806,0.0006207487,0.0001439553,0.03313805],"genre_scores_gemma":[0.1263932,0.009400437,0.000062966,0.001337289,0.002803443,0.00002529783,0.00001776348,0.00003499652,0.8599246],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8304067,"threshold_uncertainty_score":0.9960505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01681143449092624,"score_gpt":0.2127830967097726,"score_spread":0.1959716622188463,"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."}}