{"id":"W4205536472","doi":"10.54103/interfaces-08-01","title":"Astronomy and Literature | Canon and Stylometrics","year":2021,"lang":"en","type":"article","venue":"Interfaces A Journal of Medieval European Literatures","topic":"Authorship Attribution and Profiling","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; Universiteit Leiden; Yale University; University of Cambridge; University of Oxford; Harvard University; University of Pennsylvania; Princeton University","keywords":"Canon; Literature; History; Art; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.005644472,0.0008085381,0.001269481,0.05103577,0.00429164,0.03177828,0.001084828,0.001663245,0.0603939],"category_scores_gemma":[0.05360973,0.0003623784,0.0004596143,0.09829136,0.007464878,0.01532892,0.007034745,0.002062876,0.01095988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004939713,"about_ca_system_score_gemma":0.004390848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006640534,"about_ca_topic_score_gemma":0.01039934,"domain_scores_codex":[0.9897775,0.003148064,0.001117525,0.0009096981,0.004529098,0.0005182009],"domain_scores_gemma":[0.9579169,0.02511072,0.003829381,0.005853997,0.005442218,0.001846921],"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":[0.00006361293,0.00002686663,0.006249632,0.001365425,0.00004747512,0.00007211426,0.008081941,0.0002304575,0.0001754294,0.4092557,0.354598,0.2198333],"study_design_scores_gemma":[0.000004459512,0.000008070291,0.006877093,0.0008566511,0.00001141364,0.00007999447,0.003689627,0.0001497795,0.00007058309,0.04837082,0.9398627,0.00001890443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01856698,0.1273765,0.005770049,0.06497756,0.015857,0.0001575424,0.01500684,0.001109382,0.7511782],"genre_scores_gemma":[0.5253574,0.1472731,0.01220584,0.01076955,0.03865744,0.0004948896,0.02052143,0.002910346,0.2418101],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9489642,"threshold_uncertainty_score":0.2020377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01245374412039549,"score_gpt":0.2473269861998056,"score_spread":0.2348732420794101,"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."}}