{"id":"W2058145535","doi":"10.7202/056191ar","title":"Rapports ethniques et champ universitaire","year":2005,"lang":"fr","type":"article","venue":"Recherches sociographiques","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Ethnology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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"],"consensus_categories":[],"category_scores_codex":[0.01108816,0.0003173415,0.0003482391,0.0002544019,0.0006759427,0.00007232733,0.0003863382,0.001093122,0.0003834851],"category_scores_gemma":[0.000551631,0.0003759413,0.0004520658,0.0009646822,0.003153201,0.000889968,0.00005005354,0.0009139479,0.00007458808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001400837,"about_ca_system_score_gemma":0.0008731481,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01071991,"about_ca_topic_score_gemma":0.004881358,"domain_scores_codex":[0.9918795,0.006257741,0.0003816593,0.0004939206,0.0003353943,0.0006518305],"domain_scores_gemma":[0.9961161,0.002741881,0.000259698,0.0002522325,0.0003659418,0.0002641364],"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":[0.000005113306,0.0003566399,0.03887058,0.00006365294,0.0002516253,0.000002386323,0.5657721,0.000003904615,0.00003315676,0.2914174,0.03648285,0.06674062],"study_design_scores_gemma":[0.000238275,0.0001519549,0.02488971,0.0002582286,0.0001028308,0.00000549967,0.2410174,0.00001644653,0.0001364011,0.08686679,0.6456231,0.0006934039],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3672232,0.02826803,0.0008578401,0.4426154,0.002231323,0.0005178981,0.00003232533,0.0006500243,0.1576039],"genre_scores_gemma":[0.8270551,0.1045901,0.02648718,0.00404075,0.005445752,0.00004588261,0.00007333333,0.00005350216,0.0322084],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6091402,"threshold_uncertainty_score":0.9998692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4328862251452233,"score_gpt":0.4987228495483704,"score_spread":0.06583662440314703,"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."}}