{"id":"W4391414999","doi":"10.1515/9781846158896-fm","title":"Frontmatter","year":2010,"lang":"en","type":"book-chapter","venue":"Boydell and Brewer eBooks","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","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":[0.0001522373,0.0005915874,0.000373362,0.001055946,0.001559631,0.003748418,0.0006720085,0.00130542,0.7570688],"category_scores_gemma":[0.0006053491,0.0002922943,0.000262995,0.0008989217,0.0004264481,0.00294694,0.002612737,0.001251951,0.5461757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007864626,"about_ca_system_score_gemma":0.000484287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001950005,"about_ca_topic_score_gemma":0.007950595,"domain_scores_codex":[0.9998054,0.00001953388,0.000007913829,0.00005190618,0.00008282172,0.0000324549],"domain_scores_gemma":[0.999823,0.00003047775,0.00001085347,0.00002306007,0.00005568356,0.00005693642],"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":[0.0000239754,0.0000272605,0.0002033186,0.0001237781,0.00000184447,0.0001267267,0.000430193,0.00003079877,0.0004447721,0.01772481,0.8194621,0.1614005],"study_design_scores_gemma":[0.000001191075,0.000003977173,0.0001334679,0.00003599643,4.723881e-7,0.00008039655,0.00008772415,0.00001200676,0.00004071468,0.0004348695,0.9991679,0.000001289422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004528599,0.001701972,0.0003022455,0.0006873171,0.00121969,0.00001833644,0.000365028,0.0003473503,0.9949052],"genre_scores_gemma":[0.001040143,0.0003643346,0.00008238811,0.000220208,0.00006720745,0.000004754225,0.00009176984,0.00007596669,0.9980532],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2429312,"threshold_uncertainty_score":0.3465119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0196942755293307,"score_gpt":0.1819818266839884,"score_spread":0.1622875511546576,"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."}}