{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002768172,0.0001914539,0.0002448848,0.0004479946,0.0007265148,0.001131349,0.0003255091,0.0004369483,0.00348557],"category_scores_gemma":[0.00102843,0.0001299111,0.0002942129,0.0002092477,0.001695745,0.001281839,0.001152332,0.0005635257,0.0002358615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007627314,"about_ca_system_score_gemma":0.0004298394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008868737,"about_ca_topic_score_gemma":0.0004852356,"domain_scores_codex":[0.9997379,0.00005104213,0.00001201828,0.00005295519,0.00008312013,0.0000629707],"domain_scores_gemma":[0.9995978,0.00005214131,0.00009176682,0.00008796342,0.00006398413,0.0001063765],"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":[0.00006404432,0.00002467015,0.001114348,0.00002108518,0.00001339142,0.0001878793,0.0002928679,0.007117872,0.01594414,0.9715674,0.0004170893,0.003235296],"study_design_scores_gemma":[0.00004047151,0.0002485691,0.003689067,0.00001892416,0.00002008528,0.0006576618,0.0003289824,0.1821038,0.01184225,0.7956013,0.0053919,0.00005695858],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9449608,0.0001054268,0.02813509,0.0004265706,0.00006124116,0.00002178105,0.00007002716,0.0001860098,0.02603301],"genre_scores_gemma":[0.9974496,0.0000241305,0.001002484,0.00002069395,0.0000158589,0.000006477513,0.00001476895,0.000009280449,0.001456708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00348557,"threshold_uncertainty_score":0.01166034,"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."}}