{"id":"W4386389310","doi":"10.1353/mrw.2023.a906611","title":"The Medieval Devil: A Reader ed. by Richard Raiswell, David R. Winter (review)","year":2023,"lang":"en","type":"article","venue":"Magic, ritual, and witchcraft","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Classics; Middle Ages; History; Apocrypha; Politics; Literature; Art history; Art; Ancient history; Law","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006661236,0.0002857357,0.0003685534,0.00007348199,0.0007362156,0.0002397647,0.0002934133,0.0000742932,0.002459201],"category_scores_gemma":[0.00008049737,0.0001823299,0.0001343419,0.00006911602,0.0005829803,0.0002102087,0.0001048693,0.0003470287,0.0015108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002277863,"about_ca_system_score_gemma":0.00003661004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005703018,"about_ca_topic_score_gemma":0.0002653667,"domain_scores_codex":[0.9982049,0.0001139522,0.0003960779,0.0003985789,0.0003933837,0.0004930468],"domain_scores_gemma":[0.998977,0.0002385127,0.0001012494,0.0003860907,0.0001210266,0.0001761216],"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":[0.0000272595,0.00002972172,0.00001966655,0.0002428207,0.00004807106,0.0000181549,0.008034809,1.907382e-8,0.0001114034,0.006529097,0.9805183,0.004420706],"study_design_scores_gemma":[0.0003553017,0.00008728961,0.00003559751,0.0002696621,0.00008274596,0.000009924778,0.001295506,0.00001081851,0.0000199786,0.0004951311,0.997066,0.0002720471],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.004440379,0.5759953,0.000009837463,0.02944255,0.004699416,0.0009886551,0.0002861129,0.0005751668,0.3835626],"genre_scores_gemma":[0.04027628,0.2417992,0.00003092696,0.02711369,0.005352027,0.0001829501,0.000543985,0.0001536617,0.6845473],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3341961,"threshold_uncertainty_score":0.9992666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0186740864791671,"score_gpt":0.2384006591029451,"score_spread":0.219726572623778,"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."}}