{"id":"W4408389699","doi":"10.4000/13gth","title":"Récompenses par film","year":2025,"lang":"fr","type":"book-chapter","venue":"ENS Éditions eBooks","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; 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":["sts","insufficient_payload"],"category_scores_codex":[0.0002245491,0.0005078018,0.0006657667,0.0001769978,0.004818988,0.0001114764,0.0004182701,0.000594945,0.006037555],"category_scores_gemma":[0.0001548751,0.0005705648,0.0005661689,0.00007395481,0.004743796,0.00006749488,0.0001831069,0.0006265366,0.001341862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000493635,"about_ca_system_score_gemma":0.0004345554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002765133,"about_ca_topic_score_gemma":0.006060646,"domain_scores_codex":[0.9976655,0.0001475118,0.0005134779,0.0005515023,0.0005105296,0.0006115295],"domain_scores_gemma":[0.9982643,0.0006509233,0.0002339826,0.0003751968,0.0002632687,0.0002123597],"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":[0.000002178576,0.00002459617,0.000007265727,0.00002929843,0.000207825,0.00002815133,0.002806147,0.000001764922,0.000002865958,0.8149094,0.1736462,0.008334327],"study_design_scores_gemma":[0.0001371607,0.00004364596,0.0001156833,0.0003206808,0.000206649,0.000001330295,0.0005658676,0.000005079669,0.00001321927,0.1818295,0.8163146,0.0004466396],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009945603,0.003121555,0.000114402,0.002375295,0.004100781,0.0004906139,0.0007668393,0.0002069249,0.9887241],"genre_scores_gemma":[0.03128121,0.001204597,0.0005146108,0.0008088563,0.002045898,0.00008185406,0.00008133072,0.00003752239,0.9639441],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6426684,"threshold_uncertainty_score":0.9996746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04692675979447374,"score_gpt":0.2582217864629949,"score_spread":0.2112950266685211,"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."}}