{"id":"W4402554553","doi":"10.1215/10829636-11333452","title":"New Books across the Disciplines","year":2024,"lang":"en","type":"article","venue":"Journal of Medieval and Early Modern Studies","topic":"Renaissance and Early Modern Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; History","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":["insufficient_payload"],"category_scores_codex":[0.001207821,0.001373701,0.001413261,0.005923379,0.003002895,0.01785638,0.001858346,0.002180263,0.4384658],"category_scores_gemma":[0.008481513,0.000762336,0.000858222,0.01113902,0.001778155,0.01166778,0.007733046,0.005173318,0.3265392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002632856,"about_ca_system_score_gemma":0.005749434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00194303,"about_ca_topic_score_gemma":0.004959176,"domain_scores_codex":[0.9971559,0.0003552995,0.0002438866,0.0005289479,0.001396744,0.0003192536],"domain_scores_gemma":[0.9958758,0.0007396666,0.0003461894,0.0007624993,0.001047873,0.001228009],"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":[0.000008509111,0.00001879795,0.0001161577,0.0004488111,0.0000058211,0.00006822468,0.0003586086,0.00002788482,0.0002076433,0.01079257,0.8755313,0.1124157],"study_design_scores_gemma":[7.448962e-7,0.000001587424,0.00008747567,0.0002132948,7.95021e-7,0.00004241795,0.00006984005,0.000004012182,0.00001182099,0.0005757087,0.9989904,0.000001973966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004999075,0.08140852,0.001524606,0.01355908,0.02651464,0.0001498257,0.00190145,0.0009910184,0.8734509],"genre_scores_gemma":[0.003470593,0.04449605,0.00238722,0.01109379,0.00753178,0.0001530788,0.002660742,0.0008580392,0.9273487],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5615342,"threshold_uncertainty_score":0.8009604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07795599323389416,"score_gpt":0.3253829025495829,"score_spread":0.2474269093156888,"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."}}