{"id":"W4385983586","doi":"10.3726/med.2022.01.111","title":"Arvind Thomas, <i>Piers Plowman</i> and the Reinvention of Church Law in the Late Middle Ages. Toronto: University of Toronto Press, 2019. xiv, 267 pp.","year":2022,"lang":"en","type":"article","venue":"Mediaevistik","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Canon law; Law; Economic Justice; Middle Ages; Confession (law); Legal history; Penitential; Restitution; Poetry; Sociology; Legal education; History; Classics; Literature; Philosophy; Theology; Art; Political 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008280011,0.000104966,0.0002333611,0.000006555544,0.0003415032,0.00002624804,0.00032072,0.00003165998,0.001534932],"category_scores_gemma":[0.00002421674,0.0000716595,0.00008429412,0.00001366065,0.0006845985,0.000185007,0.0001026661,0.0001870852,0.000001640016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009974438,"about_ca_system_score_gemma":0.00002770663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04263641,"about_ca_topic_score_gemma":0.08198954,"domain_scores_codex":[0.9988354,0.000325611,0.0002060278,0.0001431488,0.0003338723,0.0001558867],"domain_scores_gemma":[0.9992886,0.0001984551,0.0001583947,0.0002792664,0.00004353392,0.00003179593],"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":[0.0003535019,0.0001173338,0.00004072323,0.0001568621,0.00005169885,0.00001081408,0.2435144,0.000003924094,0.00008217277,0.6342058,0.1210612,0.0004015363],"study_design_scores_gemma":[0.0008727817,0.00007592436,0.0002506302,0.00003232642,0.00006732874,0.000001137437,0.01405474,0.00003068529,0.000008023349,0.0005776705,0.9839455,0.00008329572],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05155863,0.1959823,0.00000229337,0.0008883083,0.001647359,0.0008097378,0.0003375111,0.00003095792,0.7487429],"genre_scores_gemma":[0.9423259,0.005005348,0.00001783082,0.0004933581,0.0003623152,0.00001652574,0.0001282013,0.00001923381,0.05163132],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8907672,"threshold_uncertainty_score":0.9993778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866144785569011,"score_gpt":0.1897942877700077,"score_spread":0.1711328399143175,"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."}}