{"id":"W1124093326","doi":"","title":"Forensique / Forensics. Ciel variable : Art, photo, médias, culture, no. 93, 2013","year":2013,"lang":"fr","type":"article","venue":"Ciel variable : Art, photo, médias, culture","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Variable (mathematics); Art; Computer science; Mathematics","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001172265,0.003116912,0.002721815,0.0004863188,0.00312084,0.003404856,0.002120713,0.003147378,0.5229675],"category_scores_gemma":[0.0004607421,0.002703929,0.001711647,0.001356788,0.002165747,0.003986446,0.000724919,0.004136546,0.01425245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004639089,"about_ca_system_score_gemma":0.0007935064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01071101,"about_ca_topic_score_gemma":0.0001994664,"domain_scores_codex":[0.9880677,0.0007042183,0.002427367,0.002987069,0.00160968,0.004203987],"domain_scores_gemma":[0.9903399,0.0003476274,0.001335595,0.002538328,0.003482826,0.001955697],"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":[0.0001527388,0.00112257,0.0000953741,0.000896565,0.00101608,0.00006898419,0.002024479,0.0001125205,0.007520605,0.2397802,0.7469335,0.0002764148],"study_design_scores_gemma":[0.003085383,0.001038736,0.00007099014,0.001469145,0.00106298,0.0002180184,0.003781994,0.001757635,0.00484664,0.017616,0.9615002,0.00355229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001781338,0.0228673,0.0006955915,0.0002402597,0.0107595,0.004715381,0.00386394,0.0009331412,0.9541435],"genre_scores_gemma":[0.001758448,0.00803407,0.006855268,0.06870198,0.008609459,0.001853759,0.003777123,0.0005276978,0.8998822],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.508715,"threshold_uncertainty_score":0.9981769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02838889103054257,"score_gpt":0.2490123607019322,"score_spread":0.2206234696713896,"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."}}