{"id":"W4375932198","doi":"10.7202/1099171ar","title":"Les illustrations","year":2023,"lang":"fr","type":"article","venue":"Circuit Musiques contemporaines","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003022497,0.0003465097,0.0003387253,0.0002017407,0.0003758915,0.002127585,0.0005759698,0.0002240253,0.0002178847],"category_scores_gemma":[0.000328746,0.0003013061,0.0002219567,0.001333702,0.0003880315,0.003578591,0.0002379007,0.0002145565,0.001015061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007687727,"about_ca_system_score_gemma":0.000227362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003328344,"about_ca_topic_score_gemma":0.0004590201,"domain_scores_codex":[0.9978837,0.0001192858,0.0004908881,0.000559337,0.0003198713,0.000626915],"domain_scores_gemma":[0.9982141,0.000218715,0.0001677579,0.0005814816,0.0004793226,0.000338679],"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":[0.000001551312,0.0000629379,0.000159261,0.0000739552,0.00004030917,0.0003665857,0.01262899,0.00001744577,0.0005817217,0.8892531,0.04362793,0.0531862],"study_design_scores_gemma":[0.0003360858,0.0001663088,0.009165538,0.0003121773,0.00001979503,0.000177643,0.00057739,0.003521844,0.000490265,0.3327739,0.6518227,0.0006364206],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01349136,0.004500654,0.008084413,0.02066963,0.002965426,0.0004150402,0.00007379462,0.001143042,0.9486566],"genre_scores_gemma":[0.72137,0.0001659716,0.00009824464,0.0009153368,0.0006516488,0.00002077789,0.00006130315,0.0000234154,0.2766933],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7078786,"threshold_uncertainty_score":0.9999439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5684575316824859,"score_gpt":0.3615822080261323,"score_spread":0.2068753236563536,"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."}}