{"id":"W1952406403","doi":"10.5555/2371116.2371126","title":"Towards an Ontology of Approximate Reason","year":2002,"lang":"en","type":"article","venue":"Fundamenta Informaticae","topic":"Logic, Reasoning, and Knowledge","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Assertion; Ontology; Context (archaeology); Object (grammar); Computer science; A priori and a posteriori; Mathematics; Epistemology; Artificial intelligence; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006399471,0.0006449946,0.0009908029,0.002705407,0.003070698,0.006947275,0.002439123,0.002989308,0.004210871],"category_scores_gemma":[0.007562318,0.0008447104,0.002389726,0.002245201,0.0144599,0.0177568,0.00544868,0.006978091,0.001020506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004773016,"about_ca_system_score_gemma":0.003234024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005168704,"about_ca_topic_score_gemma":0.002840059,"domain_scores_codex":[0.9942275,0.002478765,0.0003995384,0.000670931,0.001850339,0.0003729055],"domain_scores_gemma":[0.9960471,0.001625459,0.0002709814,0.0009914471,0.0008146016,0.0002505074],"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":[0.000002302656,0.000004035722,0.00002937514,0.00001255319,0.000002240354,0.00001286165,0.0002714466,0.0004800228,0.00005824831,0.9972819,0.0002929648,0.001552014],"study_design_scores_gemma":[0.000004875756,0.000005287442,0.0000598492,0.00002788675,0.000004442908,0.00003619408,0.0002200129,0.004880843,0.0001054142,0.9582229,0.03642515,0.000007102475],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005919097,0.001701168,0.9059964,0.006529739,0.0004219617,0.00009435185,0.0001924935,0.000275673,0.07886919],"genre_scores_gemma":[0.3385433,0.003551403,0.6304702,0.002851381,0.0008995708,0.0006107372,0.0006965073,0.0004432737,0.02193365],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006947275,"threshold_uncertainty_score":0.03463084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03307718618616286,"score_gpt":0.2549486071848239,"score_spread":0.2218714209986611,"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."}}