{"id":"W4237778309","doi":"10.3138/flor.20.026","title":"University of Toronto","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":"Anecdote; Collegiality; Reputation; Media studies; History; Sociology; Art history; Classics; Art; Literature; Social science; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004907644,0.00003980707,0.00007038576,0.000007661954,0.00007791161,0.000007622714,0.00005155932,0.00001730421,0.01923541],"category_scores_gemma":[0.000006471482,0.00003894394,0.00003747027,0.000004112182,0.00007143123,0.0001141292,0.000004830045,0.00003016321,0.00006591485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002765822,"about_ca_system_score_gemma":0.00002270287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005982785,"about_ca_topic_score_gemma":0.004040732,"domain_scores_codex":[0.9997379,0.00001867592,0.00004570083,0.00006448181,0.00006508198,0.00006818161],"domain_scores_gemma":[0.9997907,0.000009084856,0.00002407802,0.0001023825,0.0000442626,0.00002948908],"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":[0.000005760582,0.00001147134,0.000006548993,0.000009095121,0.000005177421,0.00000179599,0.01730823,1.032886e-7,0.000005391352,0.6397521,0.3428728,0.00002146724],"study_design_scores_gemma":[0.0001006873,0.00002829451,0.00001732101,0.000004600785,0.000008946444,3.40408e-7,0.001872946,0.000001895941,0.000005488546,0.0002846663,0.9976282,0.00004667079],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005056689,0.0009117971,0.00005959755,0.00001609004,0.02320391,0.00003079889,0.00001357642,0.00001878129,0.9752398],"genre_scores_gemma":[0.482501,0.00005720252,0.0008215907,0.0002700999,0.01734831,6.087132e-7,0.00002069866,0.00001850058,0.498962],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6547553,"threshold_uncertainty_score":0.9816611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01416106945674717,"score_gpt":0.1689212975910921,"score_spread":0.1547602281343449,"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."}}