{"id":"W2300463389","doi":"10.4000/ceroart.4956","title":"Restaurer l’art lumino-cinétique","year":2016,"lang":"fr","type":"article","venue":"CeROArt","topic":"Photographic and Visual Arts","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"","keywords":"Physics; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002382025,0.0002932014,0.0002779099,0.0001212228,0.0004976648,0.0001492474,0.000225518,0.0001746382,0.0244569],"category_scores_gemma":[0.00003833016,0.0002058149,0.000221489,0.00005910458,0.001303478,0.0004231267,0.00008583692,0.0001839916,0.009541014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005661362,"about_ca_system_score_gemma":0.00007313861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002829041,"about_ca_topic_score_gemma":0.0008702136,"domain_scores_codex":[0.9982756,0.0001080739,0.000337288,0.0004006007,0.0002358075,0.0006426403],"domain_scores_gemma":[0.9989779,0.0001277127,0.0001000004,0.0004245978,0.0001194896,0.000250324],"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":[0.00003050968,0.0001526343,0.0009350234,0.00004778017,0.00005259752,0.00003192674,0.002553884,3.873997e-8,0.0005537696,0.4440526,0.5415951,0.009994122],"study_design_scores_gemma":[0.0005081818,0.0002405741,0.001287132,0.000375686,0.00005376549,0.00001508624,0.0004442476,0.000003551445,0.001065662,0.007585483,0.9880543,0.0003663789],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.182913,0.006263292,0.0001002838,0.03335417,0.006962489,0.0003864013,0.0003046752,0.0002139784,0.7695017],"genre_scores_gemma":[0.4589288,0.0009400912,0.00001352094,0.001004156,0.002086706,0.00002270325,0.00000766925,0.0000372227,0.5369592],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4464591,"threshold_uncertainty_score":0.9912302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02557432323191285,"score_gpt":0.2456113117690217,"score_spread":0.2200369885371089,"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."}}