{"id":"W4377197872","doi":"10.7202/1098393ar","title":"Rave against the (vision) machine","year":2023,"lang":"fr","type":"article","venue":"Sens public","topic":"Philosophical and Theoretical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Philosophy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005861858,0.0002399424,0.0002791672,0.0001695991,0.001156913,0.0006791986,0.0003880967,0.0001102231,0.008615929],"category_scores_gemma":[0.0002048565,0.0001416872,0.0003341667,0.0004739183,0.001799174,0.0001885076,0.000274391,0.0004588249,0.01180607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003192219,"about_ca_system_score_gemma":0.00003556098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001614379,"about_ca_topic_score_gemma":0.0003950085,"domain_scores_codex":[0.9980447,0.0002531112,0.0003340773,0.0003249712,0.0003899155,0.0006532819],"domain_scores_gemma":[0.9986425,0.0004224012,0.00007238952,0.0004720976,0.0001528726,0.0002377391],"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":[0.00000603097,0.000097415,0.00001774117,0.00002635995,0.0001755271,0.00005709795,0.0008845045,0.000008895785,0.000008592941,0.9457295,0.0279664,0.02502195],"study_design_scores_gemma":[0.0001166167,0.00003934218,0.00008626631,0.00002015585,0.00006269121,0.000002988491,0.0002946818,0.006207732,0.000004533323,0.3472867,0.6457316,0.000146708],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01683199,0.00284192,0.00001156642,0.5885363,0.001236053,0.0001201297,0.0002839365,0.000198055,0.38994],"genre_scores_gemma":[0.8414751,0.0006448607,0.000003866714,0.003801002,0.003133092,0.000008438553,0.0001518842,0.00002982204,0.1507519],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8246431,"threshold_uncertainty_score":0.9922903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03187146096609295,"score_gpt":0.2419678856881167,"score_spread":0.2100964247220238,"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."}}