{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002375043,0.0001258703,0.0002459818,0.0008785245,0.002406661,0.00365964,0.0004063191,0.001387812,0.00735277],"category_scores_gemma":[0.005888897,0.00008966847,0.0001678356,0.0005951129,0.007006429,0.00196564,0.002201051,0.001705902,0.000689675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001961682,"about_ca_system_score_gemma":0.00176725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001894789,"about_ca_topic_score_gemma":0.00214435,"domain_scores_codex":[0.9976881,0.001405232,0.00004811904,0.0001857784,0.0003795316,0.0002932001],"domain_scores_gemma":[0.9960551,0.001585242,0.0005423225,0.0003930681,0.0007176435,0.0007066419],"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":[0.00003170861,0.00006415536,0.005903157,0.00005885509,0.00001485428,0.0001066104,0.005297741,0.0002200384,0.0001100305,0.9560855,0.00480962,0.02729776],"study_design_scores_gemma":[0.0000354182,0.000156341,0.01926685,0.0004497362,0.00003004643,0.0007242598,0.01297259,0.003406174,0.0008463807,0.7848916,0.1771692,0.00005134294],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2343126,0.002901693,0.01332145,0.02681487,0.0003450272,0.0000503619,0.00005412357,0.00004567504,0.7221541],"genre_scores_gemma":[0.9850191,0.0004330283,0.0005093282,0.001944064,0.00008497234,0.00001193637,0.000009941577,0.000005798748,0.0119818],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00735277,"threshold_uncertainty_score":0.02459747,"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."}}