{"id":"W4390477174","doi":"10.33137/js.v5i.42266","title":"Epistemic Actions","year":2023,"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 Toronto","funders":"","keywords":"Epistemology; Action (physics); Norm (philosophy); Mathematics; Computer science; Philosophy; Physics","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":[0.005220876,0.0009783608,0.0005118135,0.002014958,0.004060872,0.006404036,0.001222461,0.0031086,0.01576346],"category_scores_gemma":[0.009816679,0.0004480563,0.00150696,0.001373477,0.01408476,0.00966865,0.00524903,0.00434737,0.003015245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004565541,"about_ca_system_score_gemma":0.003406894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002736099,"about_ca_topic_score_gemma":0.002605414,"domain_scores_codex":[0.9942999,0.002533087,0.0003377681,0.001173504,0.001216994,0.0004387156],"domain_scores_gemma":[0.9938013,0.003659346,0.0003857229,0.00100821,0.0009158228,0.0002297078],"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":[0.00000479423,0.000002690674,0.00004038026,0.00002365855,0.000003037414,0.00001848641,0.0005018968,0.0001055864,0.0000366557,0.993573,0.001869198,0.003820636],"study_design_scores_gemma":[0.000009390602,0.00001163395,0.0001191414,0.0001024853,0.00001478034,0.00009657186,0.0003967521,0.0007231011,0.000343101,0.7881275,0.2100413,0.00001437386],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007545292,0.006610339,0.196374,0.01707827,0.002262396,0.0001224322,0.000239403,0.0003412784,0.7694265],"genre_scores_gemma":[0.7245314,0.0092262,0.08097174,0.008261023,0.002531921,0.0006128273,0.0005270069,0.0004030476,0.1729348],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9959391,"threshold_uncertainty_score":0.05273402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1582256577492445,"score_gpt":0.3252815263101891,"score_spread":0.1670558685609446,"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."}}