{"id":"W4241624812","doi":"10.1002/9781118396957.wbemlb405","title":"Heraldic Literature","year":2017,"lang":"en","type":"other","venue":"The Encyclopedia of Medieval Literature in Britain","topic":"Historical Art and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Narrative; Fifteenth; History; Art; Classics; Literature","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003568502,0.0005002572,0.0007630043,0.0002311979,0.0002937778,0.0002098503,0.0008990046,0.0003736924,0.001479485],"category_scores_gemma":[0.0002877722,0.0002884629,0.0002487563,0.0001071807,0.0006868409,0.0001399403,0.0001374143,0.001050859,0.0000789956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004569788,"about_ca_system_score_gemma":0.00004642255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002015904,"about_ca_topic_score_gemma":0.005397659,"domain_scores_codex":[0.9981626,0.0001617159,0.0003824119,0.0004033427,0.0004847943,0.0004051372],"domain_scores_gemma":[0.9985269,0.0001096537,0.0003924021,0.0007406935,0.0001514527,0.0000789519],"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":[0.00002713193,0.00006091565,0.00001260591,0.0003424582,0.00008004299,0.0001172257,0.06565613,6.129869e-8,0.000001171319,0.02291047,0.9071616,0.003630172],"study_design_scores_gemma":[0.0003096914,0.00005805501,0.00001992719,0.003823583,0.00005479827,0.000007742168,0.0004109103,5.393297e-7,5.234749e-7,0.002301098,0.9926757,0.0003374572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002054015,0.1266356,4.319244e-7,0.001340184,0.003245824,0.0003808536,0.0003259016,0.00008505869,0.8679656],"genre_scores_gemma":[0.0007615081,0.01255023,0.00004558976,0.0002441411,0.00876095,0.00005355896,0.0001861931,0.0001986476,0.9771992],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1140854,"threshold_uncertainty_score":0.9999567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0099931843591468,"score_gpt":0.22795327062836,"score_spread":0.2179600862692132,"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."}}