{"id":"W4235668703","doi":"10.3138/flor.20.014","title":"University of Calgary","year":2003,"lang":"en","type":"article","venue":"Florilegium","topic":"Historical Studies of British Isles","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Minor (academic); Philology; Flourishing; Medieval studies; The arts; Middle Ages; Classics; Scholarship; History; Humanities; Sociology; Library science; Art; Visual arts; Political science; Psychology; Archaeology; Gender studies; Law","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":["insufficient_payload"],"category_scores_codex":[0.0005907822,0.0009506226,0.0007410376,0.001578381,0.005610465,0.006872826,0.001405619,0.002419102,0.4191037],"category_scores_gemma":[0.003108501,0.0003492651,0.0003764577,0.001826647,0.001554049,0.002102116,0.003328093,0.003863701,0.1525193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009618524,"about_ca_system_score_gemma":0.00898039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08123992,"about_ca_topic_score_gemma":0.1412895,"domain_scores_codex":[0.9987286,0.0001016823,0.00005490322,0.0004144769,0.0004757438,0.0002246712],"domain_scores_gemma":[0.998332,0.0001711696,0.00007912448,0.0001136375,0.0007297918,0.0005743189],"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":[0.00007846648,0.00004907999,0.001641027,0.0003783982,0.00001250589,0.000999841,0.0008768897,0.0001779278,0.0003509143,0.04030845,0.7852204,0.1699061],"study_design_scores_gemma":[0.00000477996,0.0000102681,0.00127249,0.0002447841,0.000002501406,0.000138475,0.0003444884,0.00003153809,0.00008162052,0.001661662,0.9961978,0.000009510131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003508451,0.01862871,0.0005744143,0.02574344,0.007033625,0.00007139392,0.001731481,0.0003759646,0.9423325],"genre_scores_gemma":[0.01274952,0.008634208,0.0006366821,0.003789522,0.0006621696,0.00003631376,0.0007405944,0.0001654908,0.9725856],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5808963,"threshold_uncertainty_score":0.828578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.017452675485784,"score_gpt":0.1556203937733143,"score_spread":0.1381677182875303,"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."}}