{"id":"W4417155606","doi":"10.1353/hms.2025.a976680","title":"Humean Loyalty","year":2025,"lang":"en","type":"article","venue":"Hume studies","topic":"Philosophical Ethics and Theory","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pride; Loyalty; Virtue; Relation (database); Self","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001951734,0.00009576118,0.0001703976,0.00005762999,0.0005130214,0.00005209498,0.0001084831,0.00002474553,0.0004164461],"category_scores_gemma":[0.0001324195,0.00007169195,0.00006462136,0.00002652627,0.0006610523,0.00004967353,0.0001150066,0.0001530926,0.0001498549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001663636,"about_ca_system_score_gemma":0.00001757454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001994575,"about_ca_topic_score_gemma":0.0002422441,"domain_scores_codex":[0.9994531,0.00003019022,0.0001379679,0.0001415722,0.00009081743,0.0001463115],"domain_scores_gemma":[0.9995195,0.0001528966,0.00002544059,0.000147411,0.0001347404,0.0000199935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006236263,0.00002347235,0.00001926662,0.00004647419,0.0001319298,0.000002407549,0.008635874,3.052517e-7,0.000005143741,0.9831359,0.006981426,0.001011591],"study_design_scores_gemma":[0.00008565497,0.00001502767,0.00003614211,0.00003687677,0.00001673409,7.291461e-8,0.002053704,0.000001944732,0.00002103152,0.6593096,0.3383654,0.00005786142],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009751101,0.005290708,0.00000787207,0.01120499,0.001083163,0.00007314023,0.000009248932,0.0001128571,0.9724669],"genre_scores_gemma":[0.9734424,0.0002375325,0.000007902791,0.0026059,0.0004346471,0.00001453459,0.00000144235,0.000005939405,0.02324965],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9636914,"threshold_uncertainty_score":0.4559793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1324737222316348,"score_gpt":0.3602470128070686,"score_spread":0.2277732905754338,"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."}}