{"id":"W4327506952","doi":"10.5040/9781350924390.18932","title":"ART Santa Fe","year":2022,"lang":"en","type":"other","venue":"","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Computer graphics (images); Computer science","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":["insufficient_payload"],"category_scores_codex":[0.00001967142,0.0001300485,0.0001430538,0.00007302004,0.0001436287,0.00003416074,0.0001899813,0.0001128128,0.8150648],"category_scores_gemma":[0.000002451029,0.00009434616,0.00006161439,0.000006880631,0.000129853,0.00001491846,0.00007836096,0.0002112823,0.003391395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001233502,"about_ca_system_score_gemma":0.000008824465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001841574,"about_ca_topic_score_gemma":0.01483794,"domain_scores_codex":[0.9995503,0.000008409678,0.00006710383,0.000159065,0.00008824927,0.0001268382],"domain_scores_gemma":[0.9997016,0.000003216823,0.00004560914,0.0002261438,0.000006133068,0.00001736309],"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":[4.729148e-7,0.00001281482,0.000002896029,0.000007394958,0.00003123427,0.000004475051,0.000777828,4.499936e-9,3.304616e-7,0.2354865,0.7633356,0.0003403938],"study_design_scores_gemma":[0.00005404846,0.000022219,3.982879e-7,0.000006694004,0.00001811205,0.000001937055,0.004316715,1.968214e-7,8.817485e-7,0.0008559683,0.9945735,0.0001493457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001107017,0.001026112,0.0000014635,0.0003287781,0.0004880809,0.00009844059,0.0001117996,0.0008752158,0.997069],"genre_scores_gemma":[0.00004142971,0.0001771509,0.00001981185,0.001215088,0.0008944247,0.00002441121,0.0001821934,0.0001585844,0.9972869],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8116734,"threshold_uncertainty_score":0.9973846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02077503066141664,"score_gpt":0.2173482885462531,"score_spread":0.1965732578848365,"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."}}