{"id":"W3187279265","doi":"10.33137/js.v4i0.37123","title":"Disciplines in the Scientonomic Ontology","year":2021,"lang":"en","type":"article","venue":"Scientonomy Journal for the Science of Science","topic":"Language and cultural evolution","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Discipline; Epistemology; Ontology; Sociology; Phenomenon; Order (exchange); Engineering ethics; Social science; Philosophy","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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.005019523,0.0004522402,0.0005357164,0.006044986,0.007058473,0.008294018,0.0009438072,0.002674673,0.00517959],"category_scores_gemma":[0.006227516,0.0004086013,0.0008489701,0.005689839,0.04377066,0.01276418,0.006227888,0.002838148,0.0008742653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008897946,"about_ca_system_score_gemma":0.007762766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01009395,"about_ca_topic_score_gemma":0.00897072,"domain_scores_codex":[0.9943869,0.003236353,0.0003570934,0.0004802445,0.001006216,0.0005333582],"domain_scores_gemma":[0.9959583,0.001951782,0.0003684257,0.0006219047,0.0006795372,0.0004199715],"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":[0.000001385034,0.000001415509,0.0000690261,0.000007651959,6.434179e-7,0.00001083204,0.001313208,0.00003927651,0.00001460963,0.9973944,0.000305843,0.0008415655],"study_design_scores_gemma":[0.000004566477,0.000004409971,0.0002303773,0.00005325219,0.000003362712,0.00004682994,0.001817646,0.0002240744,0.00002814094,0.9360484,0.06153303,0.000005743562],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03108784,0.009145422,0.113847,0.03431227,0.001265052,0.0001152944,0.0002387851,0.0001686727,0.8098197],"genre_scores_gemma":[0.8999684,0.005303294,0.05005318,0.004166674,0.001233055,0.0003712704,0.0002335618,0.0001223512,0.03854816],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.993955,"threshold_uncertainty_score":0.0645594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04068939218996277,"score_gpt":0.3855710520975853,"score_spread":0.3448816599076225,"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."}}