{"id":"W4237386961","doi":"10.26522/ti.v2i1.726","title":"Untitled 5","year":2013,"lang":"en","type":"article","venue":"ti<","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Visual arts","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000255623,0.0000241404,0.0000276886,0.0000164052,0.00001072472,0.00001243321,0.00004628942,0.00001097947,0.05675674],"category_scores_gemma":[0.00001245151,0.00002033207,0.00001010036,0.00005458948,0.00001121039,0.00004424953,0.00001263719,0.00002158369,0.8016255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001079935,"about_ca_system_score_gemma":0.000004518211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001702818,"about_ca_topic_score_gemma":0.000007752059,"domain_scores_codex":[0.9997929,0.000006101046,0.00002948605,0.00004393238,0.00005112975,0.00007650493],"domain_scores_gemma":[0.9998348,0.000005267545,0.000008632976,0.0001104979,0.00001622214,0.00002451848],"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":[0.000001243262,0.00001900139,0.003609019,0.000001969462,0.000005199839,0.000001276559,0.00006444075,0.000001323097,0.0634004,0.002045196,0.9293427,0.00150815],"study_design_scores_gemma":[0.0006371125,0.00002865601,0.1941662,0.000009112814,0.00001142619,0.000005465715,0.00004400164,0.0009617019,0.01678197,0.006456192,0.7806572,0.0002409886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6852915,0.00001809506,0.000005106318,0.0000871343,0.00003573256,0.00006166335,0.000001783279,0.0001244386,0.3143745],"genre_scores_gemma":[0.9792376,1.82791e-7,0.0002352168,0.00007778818,0.00004226018,0.000007592279,0.000002313991,0.00001647162,0.02038054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7448688,"threshold_uncertainty_score":0.9441055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00756012240767915,"score_gpt":0.205921442605985,"score_spread":0.1983613201983058,"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."}}