{"id":"W4384706331","doi":"10.7202/1097601ar","title":"Fran O’Rourke’s Joyce, Aristotle, and Aquinas","year":2023,"lang":"en","type":"article","venue":"New Explorations","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Minnesota Duluth; University of Toronto; University of Minnesota; Yale University","keywords":"The Renaissance; Irish; Classics; Media ecology; Philosophy; Literature; History; Art history; Art; Sociology; Anthropology; Linguistics","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001501683,0.0005841138,0.0006761028,0.002543668,0.0022797,0.004216942,0.000994902,0.002331045,0.006527822],"category_scores_gemma":[0.005002541,0.000180371,0.0003345225,0.003936504,0.00751013,0.00907715,0.002034165,0.003682315,0.001673647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00304452,"about_ca_system_score_gemma":0.004275606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008521582,"about_ca_topic_score_gemma":0.0110304,"domain_scores_codex":[0.998943,0.0003554292,0.00004859089,0.0001778157,0.0003790769,0.00009613714],"domain_scores_gemma":[0.9981102,0.001250321,0.0001329176,0.00006466026,0.0003275206,0.0001143377],"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":[0.00004240407,0.00002182258,0.0004202258,0.002021616,0.00002731751,0.0001631285,0.00472063,0.0001713264,0.0001449763,0.6644012,0.1898275,0.1380378],"study_design_scores_gemma":[0.00000217671,0.000008200784,0.0004718249,0.001397193,0.000005317175,0.0001193607,0.001078338,0.00004366035,0.0000486585,0.03848355,0.9583316,0.00001010573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0009920601,0.9052426,0.002224773,0.03532625,0.005866223,0.000007360695,0.00003471252,0.00001492264,0.05029106],"genre_scores_gemma":[0.05457918,0.862793,0.00229181,0.03397233,0.01602213,0.0000725642,0.0001035212,0.00007225229,0.03009317],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008521582,"threshold_uncertainty_score":0.0220896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1180331851836923,"score_gpt":0.2505364600047663,"score_spread":0.132503274821074,"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."}}