{"id":"W4361790365","doi":"10.1017/9781846150562.001","title":"Preface","year":2002,"lang":"en","type":"other","venue":"","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; Classics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001359012,0.000912715,0.0007196259,0.002300585,0.003278424,0.005166067,0.001547948,0.00134231,0.5042321],"category_scores_gemma":[0.00767448,0.0003632359,0.0005618666,0.002154717,0.0008362529,0.003647518,0.002666308,0.003386923,0.3436636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002078505,"about_ca_system_score_gemma":0.002409117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003196072,"about_ca_topic_score_gemma":0.003644243,"domain_scores_codex":[0.9988556,0.000168933,0.00008048732,0.0002090324,0.0005694773,0.0001164451],"domain_scores_gemma":[0.9966441,0.000506917,0.0001382888,0.0003630677,0.001815856,0.0005317231],"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":[0.00002370174,0.00001527682,0.00008630213,0.00009134849,0.000001590313,0.00005130294,0.0001912224,0.00003210355,0.00009930596,0.006070868,0.9612471,0.03208992],"study_design_scores_gemma":[0.000001923147,0.000008194836,0.0001705175,0.00006917939,6.294393e-7,0.00004396366,0.0001211664,0.00001056707,0.00003204613,0.001011097,0.998528,0.000002533645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001401327,0.006838833,0.003370192,0.01784614,0.07751072,0.0004055808,0.00824853,0.001233768,0.883145],"genre_scores_gemma":[0.004987804,0.003711735,0.001482908,0.003693033,0.009958617,0.0002033157,0.007667527,0.0006910693,0.967604],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5042321,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02549947782494199,"score_gpt":0.1933243836915153,"score_spread":0.1678249058665733,"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."}}