{"id":"W4390335733","doi":"10.3917/rfse.027.0241a","title":"Sylvaine Bulle (2020), Irréductibles. Enquête sur des milieux de vie de Bure à Notre-Dame-des-Landes , Grenoble, Université Grenoble Alpes, 352 p.","year":2021,"lang":"fr","type":"article","venue":"Revue Française de Socio-Économie","topic":"Cultural Identity and Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Notre-Dame","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"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":[0.0006262046,0.0007582115,0.001065707,0.0001384837,0.002860469,0.0008888078,0.000632145,0.0006696322,0.0136965],"category_scores_gemma":[0.000213286,0.0009068738,0.0008803437,0.0002483582,0.001772752,0.001075238,0.0003250816,0.0009895519,0.0008151318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002444509,"about_ca_system_score_gemma":0.001555083,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05649652,"about_ca_topic_score_gemma":0.1140101,"domain_scores_codex":[0.9960942,0.0003624602,0.0007478187,0.0009481812,0.0002023191,0.001644986],"domain_scores_gemma":[0.9974757,0.0003445466,0.0003267034,0.0006996092,0.0004899051,0.0006635567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005646715,0.002566066,0.04811896,0.01366916,0.003615493,0.007991122,0.3813763,0.002935003,0.005723121,0.1561019,0.323599,0.05373922],"study_design_scores_gemma":[0.00206179,0.0001775348,0.003418209,0.001262658,0.0008459285,0.000513964,0.01898303,0.0004771512,0.000802577,0.00787244,0.9624159,0.001168801],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8081546,0.1563013,0.0001395211,0.01127326,0.001242739,0.000488698,0.0009179335,0.0002667386,0.02121525],"genre_scores_gemma":[0.395242,0.08205222,0.002964048,0.001300479,0.005517636,0.00005461037,0.0004181151,0.0002382226,0.5122126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.638817,"threshold_uncertainty_score":0.9999629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01948890786176935,"score_gpt":0.2061648321552345,"score_spread":0.1866759242934651,"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."}}