{"id":"W4312441675","doi":"10.15173/russell.v41i2.5046","title":"Note on <em>Principia</em>'s *38 on Operations","year":2022,"lang":"en","type":"article","venue":"Russell the Journal of Bertrand Russell Studies","topic":"Logic, programming, and type systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relation (database); Intension; Sign (mathematics); Schema (genetic algorithms); Axiom; Class (philosophy); Extension (predicate logic); Mathematics; Comprehension; Computer science; Linguistics; Epistemology; Philosophy; Programming language","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":[0.002360994,0.0006039735,0.0006404555,0.000961767,0.00214536,0.003361069,0.001268207,0.001730426,0.02731768],"category_scores_gemma":[0.00426542,0.0003598601,0.0009197,0.001290051,0.008210583,0.008017472,0.002450171,0.006299703,0.01077252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002847324,"about_ca_system_score_gemma":0.001169086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004281466,"about_ca_topic_score_gemma":0.00263118,"domain_scores_codex":[0.9985046,0.0005089224,0.00006729699,0.0003068485,0.0004995675,0.0001127943],"domain_scores_gemma":[0.998603,0.0005715202,0.00006427131,0.0003813294,0.0003134003,0.00006644641],"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":[0.000007328457,0.000004431969,0.00002872953,0.00001841664,0.000002098129,0.00001139774,0.0001070367,0.00008543296,0.00006526185,0.961889,0.03364504,0.004135804],"study_design_scores_gemma":[0.000006339691,0.000008527433,0.0001463324,0.00003622285,0.000003810592,0.00006653074,0.00005256018,0.000518111,0.000203884,0.7087182,0.290227,0.00001257514],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003126565,0.01237671,0.1311279,0.0795194,0.00797765,0.00006413762,0.0008610908,0.0007796795,0.764167],"genre_scores_gemma":[0.3202594,0.0125395,0.1652503,0.06223587,0.01501852,0.0008346642,0.0008800434,0.002757337,0.4202243],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02731768,"threshold_uncertainty_score":0.09138674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03049343736205906,"score_gpt":0.2720173300895078,"score_spread":0.2415238927274487,"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."}}