{"id":"W4251792561","doi":"10.3138/flor.20.024","title":"Wilfrid Laurier University","year":2003,"lang":"en","type":"article","venue":"Florilegium","topic":"Historical Studies of British Isles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medievalism; Middle Ages; Medieval studies; Aside; Variety (cybernetics); Classics; The arts; History; Sociology; Literature; Art; Visual arts; Ancient history; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0006713764,0.001452644,0.0007307255,0.001422071,0.003073601,0.004731274,0.001059159,0.001996038,0.596713],"category_scores_gemma":[0.002009442,0.0003645247,0.0003497797,0.0007816826,0.0008442904,0.00232046,0.003698487,0.002380617,0.33913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002337305,"about_ca_system_score_gemma":0.002134683,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004930655,"about_ca_topic_score_gemma":0.01089676,"domain_scores_codex":[0.9989152,0.000097606,0.00003862717,0.0003702897,0.0004203568,0.0001580255],"domain_scores_gemma":[0.9989806,0.0001061689,0.00004069982,0.00006687861,0.0003141569,0.0004915161],"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":[0.0000591276,0.00005641953,0.0004898867,0.0001510062,0.000004537162,0.0005584215,0.0002374556,0.00008711118,0.000404229,0.009092963,0.8970378,0.09182099],"study_design_scores_gemma":[0.000003010997,0.00001408867,0.0004685682,0.00009374068,0.000001215929,0.0001491082,0.0001179295,0.00004644503,0.0001525211,0.0005142948,0.9984319,0.000007192102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003463172,0.009124896,0.0009900224,0.01473177,0.007897571,0.00007847112,0.0010866,0.00117166,0.9614558],"genre_scores_gemma":[0.005761181,0.002430333,0.0003540996,0.0008922169,0.000585665,0.0000296232,0.0003516704,0.0002083697,0.9893868],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9950693,"threshold_uncertainty_score":0.5752399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01914667168784161,"score_gpt":0.1705878393084106,"score_spread":0.151441167620569,"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."}}