{"id":"W4251812462","doi":"10.3138/utq.88.3.001.fr","title":"Roman","year":2019,"lang":"en","type":"article","venue":"University of Toronto Quarterly","topic":"Byzantine Studies and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History; Philosophy","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":[],"category_scores_codex":[0.00002508893,0.00005215377,0.0001111288,0.00001062692,0.000124919,0.000006917639,0.0001127466,0.00001450258,0.02074233],"category_scores_gemma":[3.011498e-7,0.00005731099,0.00006802896,0.000002541077,0.0001017119,0.0001930381,0.00001138249,0.00002523236,0.0003063067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001388957,"about_ca_system_score_gemma":0.00001112689,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03281857,"about_ca_topic_score_gemma":0.1040694,"domain_scores_codex":[0.9996936,0.000008810045,0.00004873661,0.00009205134,0.00006835518,0.00008843952],"domain_scores_gemma":[0.9997551,0.000008307334,0.0000451573,0.0001242248,0.0000446466,0.00002253028],"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":[0.0000399207,0.00006176248,0.0004295938,0.00003548278,0.00006059824,0.000003945546,0.2089425,2.014036e-7,0.00008970382,0.7432973,0.03950139,0.007537527],"study_design_scores_gemma":[0.0002648138,0.0003131444,0.001807556,0.000007066038,0.00001284738,1.764085e-7,0.05840742,0.000009920423,6.576822e-7,0.00001575523,0.9390903,0.00007038088],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1187574,0.0003225788,0.000005759531,0.00007957035,0.0003583014,0.00005560009,0.000009825377,0.00002873401,0.8803822],"genre_scores_gemma":[0.9142926,0.00001097736,0.00004815387,0.00001900189,0.00007322375,2.170441e-8,0.000002368158,0.000003685842,0.08554991],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8995889,"threshold_uncertainty_score":0.9801528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007406230815891307,"score_gpt":0.1564523426152654,"score_spread":0.1490461117993741,"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."}}