{"id":"W2479126640","doi":"10.1484/m.mcs-eb.3.3560","title":"A Carolingian Hilary","year":2003,"lang":"en","type":"book-chapter","venue":"Medieval church studies","topic":"Byzantine Studies and History","field":"Arts and Humanities","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Extant taxon; Scholarship; Quarter (Canadian coin); Period (music); Creativity; History; Literature; Biblical studies; Classics; Art; Aesthetics; Archaeology; Law; Political science; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002836866,0.0006870329,0.001154816,0.000211473,0.00107994,0.00004819763,0.0002392561,0.0001626126,0.003858849],"category_scores_gemma":[0.00008977522,0.0005604139,0.0004284235,0.00001024109,0.00156963,0.00006734542,0.0002271483,0.00065682,0.000573694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005573776,"about_ca_system_score_gemma":0.00005654131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000302388,"about_ca_topic_score_gemma":0.0006334514,"domain_scores_codex":[0.9977817,0.00002344264,0.0005389123,0.0005756835,0.0005722427,0.0005080476],"domain_scores_gemma":[0.9986144,0.0001382747,0.0002628189,0.0004047912,0.000474852,0.0001049141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001333144,0.00001324112,0.000001565331,0.0002330718,0.0009223826,0.00005939396,0.02353933,8.852182e-8,7.548895e-7,0.5100967,0.4642926,0.0008275501],"study_design_scores_gemma":[0.0002846532,0.0001546206,0.000004024756,0.0002821726,0.0004108686,0.000006298571,0.002910364,3.286254e-7,0.000001077358,0.002753278,0.9925727,0.0006195895],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001211329,0.1137001,3.983152e-7,0.001691325,0.004892026,0.0002723426,0.0001114956,0.0001475569,0.8791727],"genre_scores_gemma":[0.001029641,0.01456997,0.00002391218,0.00148002,0.004942818,0.000037209,0.00003074381,0.0001229274,0.9777628],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5282801,"threshold_uncertainty_score":0.9996848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07023182519631503,"score_gpt":0.2558740954129644,"score_spread":0.1856422702166493,"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."}}