{"id":"W4212920279","doi":"10.1522/radm.no5.1405","title":"Les industries culturelles : l’art de se réinventer pour assurer la pérennité des modèles artistiques","year":2022,"lang":"fr","type":"article","venue":"Ad machina l avenir de l humain au travail","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[],"category_scores_codex":[0.00288016,0.0004340792,0.0004398452,0.00007468455,0.003598282,0.0003440895,0.001001339,0.0003880363,0.003784336],"category_scores_gemma":[0.0003738388,0.0004567427,0.0003061215,0.0007758008,0.002682213,0.0004292565,0.0002756458,0.001191316,0.0001117674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002092673,"about_ca_system_score_gemma":0.001541778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.145288,"about_ca_topic_score_gemma":0.1327535,"domain_scores_codex":[0.9939454,0.002583273,0.0004661422,0.0006375012,0.000940698,0.001426976],"domain_scores_gemma":[0.9983976,0.000436806,0.0003577705,0.0002715468,0.00009287642,0.0004433372],"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":[0.0001046858,0.0009407962,0.1046392,0.0001198827,0.0001998549,0.0002713592,0.2572992,0.0008125915,0.0005340122,0.1417367,0.3780635,0.1152782],"study_design_scores_gemma":[0.0004285194,0.0001856191,0.08304632,0.0001120531,0.000106203,0.00005347581,0.03075185,0.000437937,0.0001501731,0.03854343,0.8456237,0.0005607312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8184916,0.0263506,0.0009514946,0.02981783,0.001053205,0.0004948087,0.0004988622,0.0002358019,0.1221058],"genre_scores_gemma":[0.7473421,0.001575478,0.001192948,0.0007104049,0.0005226208,0.0001069616,0.00001644426,0.00004388359,0.2484892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4675602,"threshold_uncertainty_score":0.9997884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04612243277986326,"score_gpt":0.3159863692853666,"score_spread":0.2698639365055033,"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."}}