{"id":"W4377085143","doi":"10.1017/fms.2023.38","title":"Chaotic tracial dynamics","year":2023,"lang":"en","type":"article","venue":"Forum of Mathematics Sigma","topic":"Advanced Operator Algebra Research","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cape Breton University","keywords":"Contractible space; Mathematics; Automorphism; TRACE (psycholinguistics); Mixing (physics); Action (physics); Pure mathematics; Chaotic; Limit (mathematics); Space (punctuation); Dimension (graph theory); Discrete mathematics; Mathematical analysis; Physics; Computer science; Quantum mechanics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007118682,0.0002254575,0.0004974732,0.0002810492,0.0001196139,0.00002758089,0.0005004518,0.0001368718,0.0002239171],"category_scores_gemma":[0.001567855,0.0002033978,0.0001684453,0.0007928589,0.0001401117,0.0001463838,0.0002384373,0.0002364437,0.0003423535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009445559,"about_ca_system_score_gemma":0.0000722116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003150155,"about_ca_topic_score_gemma":0.00005440144,"domain_scores_codex":[0.997699,0.00004234594,0.0006357432,0.0002525584,0.0007513792,0.0006189336],"domain_scores_gemma":[0.9978433,0.0009793269,0.0002067645,0.0006794416,0.0001657144,0.0001254041],"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":[0.0000151527,0.000412148,0.0003017664,0.001159407,0.00008106379,0.00003213442,0.002035438,0.0001141398,0.001317211,0.9862028,0.005672259,0.002656464],"study_design_scores_gemma":[0.0005464842,0.0001534363,0.00006139016,0.0001474034,0.00003375631,0.00001705958,0.004653272,0.06341263,0.004181488,0.9262514,0.0002528458,0.0002888935],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9138961,0.00004312599,0.07032027,0.001504672,0.0003444821,0.001178488,0.000128623,0.0007613894,0.01182289],"genre_scores_gemma":[0.9333277,0.00002493039,0.062346,0.00002699145,0.00008389678,0.00007124776,0.00002830298,0.0001386403,0.003952292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06329849,"threshold_uncertainty_score":0.829432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05020836216047055,"score_gpt":0.3560211067371227,"score_spread":0.3058127445766522,"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."}}