{"id":"W2725111037","doi":"10.1007/s11406-017-9867-3","title":"Epistemic Uniqueness and the Practical Relevance of Epistemic Practices","year":2017,"lang":"en","type":"article","venue":"Philosophia","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Epistemology; Philosophy of science; Argument (complex analysis); Philosophy of language; Relevance (law); Philosophy; Epistemic virtue; Metaphysics; Philosophy of mind; Sociology; Political science; Virtue","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001313156,0.0001694819,0.0003976052,0.00003279243,0.0009573823,0.0002111432,0.0004031114,0.00008918974,0.00004220441],"category_scores_gemma":[0.002903349,0.0001123729,0.00009914969,0.000011872,0.004443495,0.0006061043,0.0001472677,0.0004364659,0.00002716305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001434572,"about_ca_system_score_gemma":0.00008501104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006106925,"about_ca_topic_score_gemma":0.0003805605,"domain_scores_codex":[0.9986376,0.0003104107,0.0003662368,0.0002715431,0.0002160428,0.000198196],"domain_scores_gemma":[0.9956284,0.001699584,0.001516763,0.0008501895,0.000248041,0.00005707834],"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":[0.0001765986,0.00004701936,0.000339198,0.0001941928,0.00006834218,0.00000754428,0.005200812,2.763678e-7,0.0001260803,0.9933717,0.000193628,0.0002746555],"study_design_scores_gemma":[0.0009159746,0.00006424164,0.0004051937,0.000114428,0.0001498174,0.00003723125,0.0007755926,0.00004929687,0.0002356616,0.966427,0.03065653,0.0001690483],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1921031,0.00321622,0.00005823292,0.4829079,0.001933709,0.0007366666,0.00005050976,0.00008741316,0.3189063],"genre_scores_gemma":[0.9958934,0.0006932738,0.0001704985,0.0005828689,0.00110803,0.00002739183,0.000002822604,0.0000215305,0.001500157],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8037904,"threshold_uncertainty_score":0.9982659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1929065055538523,"score_gpt":0.3725489209629556,"score_spread":0.1796424154091033,"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."}}