{"id":"W4229564102","doi":"10.3138/flor.20.032","title":"University of Ottawa","year":2003,"lang":"en","type":"article","venue":"Florilegium","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publicity; Curriculum; Multidisciplinary approach; History; Medical education; Media studies; Library science; Political science; Classics; Sociology; Pedagogy; Law; Medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008012154,0.00109007,0.001120707,0.001644161,0.01051088,0.01233199,0.001932496,0.002698031,0.4376709],"category_scores_gemma":[0.00456184,0.0009383015,0.0006273441,0.002659583,0.002877777,0.003581156,0.003642771,0.002155335,0.1512812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01869254,"about_ca_system_score_gemma":0.030715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5902812,"about_ca_topic_score_gemma":0.8298992,"domain_scores_codex":[0.9975016,0.0001848483,0.0001507606,0.0007858315,0.0008837183,0.0004932977],"domain_scores_gemma":[0.9949962,0.0006346618,0.0002851194,0.0004603516,0.002192353,0.001431366],"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":[0.0004126376,0.00007374974,0.004638103,0.001626702,0.00005391783,0.002058028,0.003008787,0.0004284774,0.001661878,0.05139651,0.8036647,0.1309765],"study_design_scores_gemma":[0.000009067834,0.0000163193,0.002348378,0.0002876764,0.00001501315,0.0001796477,0.0009673228,0.00005499498,0.0003366582,0.001110898,0.994629,0.00004517788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007919711,0.02270382,0.0009632488,0.02836552,0.004162737,0.0001435219,0.01627065,0.0009121262,0.9185586],"genre_scores_gemma":[0.01620292,0.006734808,0.0007840002,0.00146457,0.0001259094,0.00004183454,0.001850543,0.0002363161,0.9725591],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5902812,"threshold_uncertainty_score":0.8242633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472626941675896,"score_gpt":0.167285003745361,"score_spread":0.152558734328602,"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."}}