{"id":"W2970240888","doi":"10.3138/flor.33.010","title":"Medieval Manuscripts at the Thomas Fisher Rare Book Library: Past and Present","year":2016,"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":"University of Toronto","funders":"","keywords":"Palaeography; Mirroring; Classics; History; Collection development; Medieval studies; Library science; Sociology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009987121,0.0002422763,0.0002362504,0.003750963,0.007743229,0.01130604,0.0005638392,0.0006698507,0.02989011],"category_scores_gemma":[0.002492826,0.0002607181,0.0001021686,0.006111478,0.003480398,0.003150531,0.001477256,0.00114536,0.004687499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006950993,"about_ca_system_score_gemma":0.00459632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04583474,"about_ca_topic_score_gemma":0.2161927,"domain_scores_codex":[0.9994192,0.00009073765,0.00002320352,0.0000725456,0.0003147621,0.0000794786],"domain_scores_gemma":[0.9984702,0.0002992334,0.0001765746,0.0001437443,0.0004019458,0.0005083432],"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":[0.0001287307,0.00006335165,0.01010779,0.001016462,0.00002291493,0.001241292,0.06124837,0.0001477592,0.00149047,0.07276314,0.503482,0.3482877],"study_design_scores_gemma":[0.000002123276,0.000009845916,0.01345008,0.0004110327,0.000004728638,0.0003662641,0.008895232,0.00001100913,0.0002905013,0.0008834514,0.975663,0.00001265519],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1005348,0.2250978,0.0007025164,0.02715461,0.00418497,0.0000376094,0.002678322,0.000381187,0.6392282],"genre_scores_gemma":[0.3528372,0.1037995,0.00110482,0.001255341,0.003335669,0.00002275123,0.001078448,0.0002342045,0.536332],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04583474,"threshold_uncertainty_score":0.09999239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0194825022728125,"score_gpt":0.1864421449368096,"score_spread":0.1669596426639971,"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."}}