{"id":"W4299945118","doi":"10.3138/9781442657090-fm","title":"Frontmatter","year":2003,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001765274,0.000388728,0.0003013182,0.000788539,0.001781616,0.00355029,0.0006207151,0.001059683,0.7656252],"category_scores_gemma":[0.0007447234,0.0002069893,0.0001707081,0.0006586453,0.0005480233,0.002206548,0.002417313,0.00107198,0.4997084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001045471,"about_ca_system_score_gemma":0.0004787986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002521157,"about_ca_topic_score_gemma":0.009194289,"domain_scores_codex":[0.9998277,0.00002201772,0.000007600156,0.00003804767,0.0000749613,0.00002954431],"domain_scores_gemma":[0.9997464,0.00004411716,0.00001364671,0.00003110472,0.00006536361,0.00009939054],"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":[0.00001643976,0.00001932634,0.0001876449,0.00007571157,9.998122e-7,0.000136591,0.0005440454,0.00001860372,0.0002428581,0.01410205,0.8925303,0.09212552],"study_design_scores_gemma":[0.000001004152,0.000003533159,0.0001808662,0.00002449422,2.333191e-7,0.00005986306,0.0001351446,0.000008139004,0.00003037221,0.0002782175,0.9992773,0.000001004284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008073712,0.002286002,0.0002232838,0.001621323,0.002427033,0.00002017235,0.000317844,0.0002743831,0.9920226],"genre_scores_gemma":[0.001684645,0.0003676268,0.00004287732,0.0002353541,0.0001365275,0.000003846437,0.00005360641,0.00005533893,0.9974203],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2343748,"threshold_uncertainty_score":0.3343071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02392233130984441,"score_gpt":0.1734588380280574,"score_spread":0.149536506718213,"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."}}