{"id":"W2606164039","doi":"10.71781/15456","title":"Les inégalités de Bernstein","year":2006,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003979284,0.0002432494,0.0003142131,0.00002372573,0.001002804,0.0004617073,0.0008431628,0.0006628783,0.006739622],"category_scores_gemma":[0.00006935008,0.0002389852,0.0001582779,0.0003528707,0.0002211494,0.0002885333,0.00006656391,0.0003003707,0.001087953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003514764,"about_ca_system_score_gemma":0.000408647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1813677,"about_ca_topic_score_gemma":0.3133707,"domain_scores_codex":[0.9982936,0.0002544114,0.000314025,0.0003669517,0.0003377225,0.0004333101],"domain_scores_gemma":[0.9993004,0.00007061643,0.0002480438,0.0001184102,0.0001335202,0.000128998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002523427,0.0001289402,0.005156934,0.0000244846,0.00005595897,0.00001313335,0.08741707,0.00002653378,0.0004184333,0.01517476,0.0008647667,0.8906937],"study_design_scores_gemma":[0.0003747634,0.00006391071,0.03512051,0.0003189088,0.0002399934,0.000001479002,0.1458707,0.0001512304,0.0006202655,0.004196431,0.8122116,0.0008301748],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5746955,0.0002910708,0.000003825733,0.0004136402,0.0005946711,0.0002846039,0.0000472057,0.000001672262,0.4236678],"genre_scores_gemma":[0.386019,0.00008345161,0.00177441,0.00004189575,0.0006729453,0.00002934896,0.001039684,0.00002208236,0.6103172],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8898636,"threshold_uncertainty_score":0.9996898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06333214906628384,"score_gpt":0.3846412419184389,"score_spread":0.321309092852155,"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."}}