{"id":"W4391967294","doi":"10.1515/9781846154829-003","title":"Preface","year":2006,"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":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004656061,0.0005414232,0.000463126,0.001604742,0.001995822,0.003439462,0.001014397,0.0008615609,0.4176477],"category_scores_gemma":[0.002508907,0.0002431668,0.0003022835,0.001788037,0.0006243837,0.002341352,0.001404521,0.002483739,0.2086649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001595139,"about_ca_system_score_gemma":0.001625467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003499002,"about_ca_topic_score_gemma":0.005844104,"domain_scores_codex":[0.9995649,0.00005570221,0.00002202905,0.00007152818,0.0002489536,0.00003689593],"domain_scores_gemma":[0.9988648,0.0001975708,0.00004242734,0.0001152758,0.0005978568,0.0001821013],"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":[0.00001127388,0.00001875787,0.00007525757,0.0001035975,9.13737e-7,0.00003922842,0.0002524045,0.00003396281,0.00009749396,0.01060629,0.9435636,0.04519723],"study_design_scores_gemma":[7.706834e-7,0.000003796991,0.0001374551,0.00006931658,3.151286e-7,0.0000278865,0.00008658806,0.00000662603,0.00001925825,0.0008566788,0.9987902,0.000001192509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007331952,0.006474592,0.001322845,0.006095239,0.02208372,0.0001581208,0.003242757,0.0004174705,0.959472],"genre_scores_gemma":[0.003129087,0.003617269,0.0007146111,0.001493095,0.003115775,0.00007927426,0.002615694,0.0002847516,0.9849505],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5823523,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02074816371377497,"score_gpt":0.1779840289863687,"score_spread":0.1572358652725937,"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."}}