{"id":"W7117872328","doi":"10.33137/js.v6i.46708","title":"Epistemic Stances: Local vs. Global, Reducible vs. Irreducible","year":2025,"lang":"en","type":"article","venue":"Scientonomy Journal for the Science of Science","topic":"Philosophy and History of Science","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of Toronto","funders":"","keywords":"Norm (philosophy); Ontology; Epistemic modal logic; Epistemic virtue; Epistemic community","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007786019,0.0005122894,0.0007409514,0.003145151,0.003416644,0.008047259,0.001085065,0.002176875,0.004522492],"category_scores_gemma":[0.008213965,0.0003596053,0.0008123999,0.001990983,0.03515185,0.01347141,0.006731535,0.00452287,0.0006341602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003454917,"about_ca_system_score_gemma":0.002460788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001207746,"about_ca_topic_score_gemma":0.001304616,"domain_scores_codex":[0.9934657,0.003185646,0.000463194,0.0009328158,0.001383343,0.0005692816],"domain_scores_gemma":[0.9935401,0.00298868,0.0008650818,0.00123573,0.0009435245,0.0004269711],"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":[0.00000715415,0.000005050904,0.0002760813,0.00002495884,0.000003115133,0.00002011343,0.002771891,0.00006382436,0.0001008307,0.9941034,0.0001128489,0.002510637],"study_design_scores_gemma":[0.00001018764,0.00002093411,0.0009594648,0.00008514307,0.00001710598,0.00009065742,0.003307823,0.0004772647,0.000292842,0.9804248,0.01430333,0.00001035684],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1311625,0.003895891,0.3066208,0.01482591,0.0005273607,0.0001602142,0.0001643708,0.0002201327,0.5424227],"genre_scores_gemma":[0.976767,0.0007620355,0.01611256,0.0005158632,0.0002288363,0.00009564467,0.00006040259,0.00005635733,0.005401256],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9965833,"threshold_uncertainty_score":0.04117692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0447212907072855,"score_gpt":0.3021924835641573,"score_spread":0.2574711928568718,"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."}}