{"id":"W4239347400","doi":"10.3138/flor.20.013","title":"Simon Fraser University","year":2003,"lang":"en","type":"article","venue":"Florilegium","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; Classics; Art history; Humanities; Art; Media studies; Sociology","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":[0.0000595764,0.0000683933,0.00007586431,0.00004644359,0.0001955867,0.00003501321,0.00006782134,0.00002966126,0.008198001],"category_scores_gemma":[0.00001243055,0.00006414914,0.00004603938,0.00001945145,0.00007589884,0.0001444474,0.000007074515,0.00009309086,0.0004795937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003110799,"about_ca_system_score_gemma":0.00002788055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002875822,"about_ca_topic_score_gemma":0.0006482995,"domain_scores_codex":[0.9995863,0.00003348184,0.00005343871,0.0001139519,0.00008958271,0.0001232435],"domain_scores_gemma":[0.999732,0.00001654146,0.00002073562,0.0001317796,0.00004301621,0.00005595988],"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":[0.000005798126,0.00001095074,0.00002916553,0.000004950143,0.000004480029,0.000009849075,0.002234333,3.741305e-7,5.618695e-7,0.4847098,0.5129783,0.00001149109],"study_design_scores_gemma":[0.0001584943,0.00002475687,0.000008815809,0.000004289089,0.00001118226,7.953697e-8,0.001739188,0.000003854384,0.000006408703,0.0005497189,0.9974039,0.00008929041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001708752,0.0001694008,0.00008026799,0.00006823822,0.04275943,0.00004776801,0.00002090609,0.00006153544,0.9550837],"genre_scores_gemma":[0.4148684,0.0000110356,0.0002790335,0.001133766,0.03128427,0.000001502454,0.00003556571,0.00002405016,0.5523624],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4844256,"threshold_uncertainty_score":0.9927086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01646973462108549,"score_gpt":0.1751232909267611,"score_spread":0.1586535563056756,"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."}}