{"id":"W1512367269","doi":"10.3138/flor.20.023","title":"King’s College, University of Western Ontario","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":"Scholarship; Liberal arts education; Middle Ages; Classics; Medieval studies; History; Theology; Sociology; Ancient history; Higher education; Political science; Philosophy; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006776184,0.00006985266,0.0001267278,0.00004498115,0.0001349928,0.00001337321,0.00008217675,0.00003150722,0.007731633],"category_scores_gemma":[0.000005264922,0.00007041474,0.00005453038,0.0000157403,0.0001069597,0.0001060441,0.00001031916,0.00009461254,0.0001082033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006935828,"about_ca_system_score_gemma":0.0001127322,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004463218,"about_ca_topic_score_gemma":0.2033865,"domain_scores_codex":[0.9995691,0.00002548709,0.00008067429,0.0001075029,0.0001073538,0.0001098604],"domain_scores_gemma":[0.9996866,0.00001418067,0.00004717071,0.0001391818,0.00006747385,0.00004540607],"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":[0.00002508977,0.00003767912,0.0008931729,0.00002218441,0.00001845716,0.00001775554,0.05929601,6.876018e-7,0.000003209998,0.5368931,0.4027872,0.000005407273],"study_design_scores_gemma":[0.000227467,0.0000469705,0.0002845303,0.00001400171,0.00001953722,0.00000136228,0.001218867,7.534659e-7,0.000004502992,0.0002971099,0.9978029,0.00008198435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01102044,0.0001327349,0.00004887378,0.0000467896,0.03246124,0.00008234147,0.00005045806,0.00002966024,0.9561275],"genre_scores_gemma":[0.3005246,0.000002599226,0.0002256951,0.0001866898,0.004274198,4.803173e-7,0.00001453824,0.000011091,0.6947601],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5950157,"threshold_uncertainty_score":0.9931754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02060294330885438,"score_gpt":0.1707280330672915,"score_spread":0.1501250897584372,"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."}}