{"id":"W2587953605","doi":"10.7916/d86m3721","title":"Barbara Hammer: Catalog of Works and Images","year":2016,"lang":"en","type":"article","venue":"Columbia Academic Commons (Columbia University)","topic":"Art, Politics, and Modernism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hammer; Computer graphics (images); Visual arts; Art history; Computer science; Geology; Art; Artificial intelligence; Engineering","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":[0.000170808,0.000173913,0.0003980238,0.0001686246,0.0006114487,0.0001510981,0.0005310387,0.0002288322,0.001347708],"category_scores_gemma":[0.00006914836,0.0002390937,0.0001313905,0.00001715684,0.001703702,0.0006425518,0.000392824,0.0003982368,0.00003966756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001201203,"about_ca_system_score_gemma":0.0001175148,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03835418,"about_ca_topic_score_gemma":0.424722,"domain_scores_codex":[0.9984675,0.0001095915,0.0003155148,0.0004057867,0.0001935923,0.0005080265],"domain_scores_gemma":[0.9986833,0.0002743586,0.0002003151,0.0004300525,0.0001513639,0.0002606059],"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":[0.000140138,0.0003421786,0.2475028,0.0002403699,0.0004812474,0.0001495478,0.04311052,0.000001510547,0.002046158,0.04612254,0.5848436,0.07501933],"study_design_scores_gemma":[0.001492581,0.0001246745,0.02001849,0.0002878852,0.0001742351,0.00001032651,0.002475826,0.00001611987,0.00007948509,0.005272373,0.9695598,0.0004881629],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7232538,0.0007158061,0.0002593451,0.001405095,0.0005891994,0.0005766768,0.00089292,0.0002799506,0.2720272],"genre_scores_gemma":[0.7529918,0.0004405364,0.00003126981,0.0001350515,0.0001752371,0.000001946008,0.00001178821,0.00002534479,0.246187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3863679,"threshold_uncertainty_score":0.9995652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02708826941208458,"score_gpt":0.2077903339703422,"score_spread":0.1807020645582576,"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."}}