{"id":"W7019843547","doi":"","title":"IMAGES TRANSFORMÉES","year":2020,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photography; Center (category theory); Mode (computer interface); Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006182547,0.0001339536,0.0001390237,0.00003934823,0.0004237655,0.0003168992,0.0003756204,0.00004313212,0.001451343],"category_scores_gemma":[0.0001695237,0.0001178778,0.0001367826,0.0001087637,0.0002463825,0.0002419888,0.00005479607,0.0001745841,0.00009501584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007240718,"about_ca_system_score_gemma":0.00002609025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003370407,"about_ca_topic_score_gemma":0.0007186223,"domain_scores_codex":[0.9985321,0.0006839139,0.0001859678,0.0002462857,0.0001676416,0.0001840711],"domain_scores_gemma":[0.9987485,0.0002016354,0.00007290341,0.0002959074,0.0005456859,0.0001353426],"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":[0.00001309899,0.0001921773,0.0002183964,0.00005734044,0.00004029038,0.000002582726,0.1802445,6.562195e-7,0.01021411,0.7853132,0.01298061,0.01072301],"study_design_scores_gemma":[0.00048406,9.968763e-7,0.0004439251,0.0001709618,0.00002995798,0.000002043046,0.002744816,0.0004739227,0.1571232,0.002165111,0.8360534,0.0003076459],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1585226,0.001000128,0.01007326,0.04265924,0.0001602556,0.0003445694,0.0001614904,0.0005742111,0.7865042],"genre_scores_gemma":[0.9910868,0.0001147023,0.0008984001,0.0007734256,0.00006010828,0.00001510397,0.0000783181,0.00001661053,0.006956541],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8325642,"threshold_uncertainty_score":0.9994615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0248556033075035,"score_gpt":0.220893951011916,"score_spread":0.1960383477044125,"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."}}