{"id":"W4409306418","doi":"10.1007/978-3-031-63665-3_16","title":"Noncommutative Convexity","year":2025,"lang":"en","type":"book-chapter","venue":"CMS/CAIMS books in mathematics","topic":"Point processes and geometric inequalities","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Noncommutative geometry; Convexity; Philosophy; Mathematics; Pure mathematics; Economics","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":[0.000367227,0.0006404244,0.0007107855,0.001000724,0.001199354,0.003422371,0.000532515,0.0006628607,0.02826533],"category_scores_gemma":[0.001148181,0.0003035505,0.0004796494,0.001412549,0.002684238,0.003211419,0.001211653,0.002898619,0.006169114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002108906,"about_ca_system_score_gemma":0.0009934882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00139519,"about_ca_topic_score_gemma":0.002003437,"domain_scores_codex":[0.9997017,0.00006545039,0.00001123902,0.00006741322,0.0001233043,0.00003089005],"domain_scores_gemma":[0.9997091,0.0001186187,0.00002024248,0.00006228979,0.00006986964,0.00001995046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003219545,0.000004116828,0.00002038282,0.00002120311,0.000002492279,0.00001047908,0.00007355277,0.0001139465,0.00007744805,0.9766368,0.01682325,0.006213122],"study_design_scores_gemma":[0.000001914002,0.000003747262,0.0001596965,0.0000207968,0.000002754538,0.00004590162,0.00004555914,0.000199184,0.00007908913,0.8652552,0.1341828,0.000003421912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002901271,0.01063283,0.01086206,0.002054488,0.0005582407,0.00001447541,0.0002603124,0.00007585969,0.9726404],"genre_scores_gemma":[0.1809365,0.01790345,0.01104184,0.002069752,0.002607102,0.0001651833,0.0007817137,0.000350573,0.7841438],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02826533,"threshold_uncertainty_score":0.09455693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0853345914392754,"score_gpt":0.337455706479777,"score_spread":0.2521211150405016,"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."}}