{"id":"W4401693194","doi":"10.1109/isit57864.2024.10619250","title":"$\\mathrm{E}_{\\gamma}$-Mixing Time","year":2024,"lang":"en","type":"article","venue":"","topic":"Spectral Theory in Mathematical Physics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Science Foundation","keywords":"Mixing (physics); Computer science; Physics; Quantum mechanics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000429625,0.0001858452,0.000243517,0.0000674858,0.00005432578,0.00009200158,0.0002283033,0.00006922027,0.005300523],"category_scores_gemma":[0.000266702,0.0001407457,0.0001574272,0.0002713831,0.00006449581,0.0001859741,0.00007330368,0.0002060892,0.01026671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005947195,"about_ca_system_score_gemma":0.0000255884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001167067,"about_ca_topic_score_gemma":3.685333e-7,"domain_scores_codex":[0.9988228,0.00004054627,0.0002903897,0.0002659157,0.0002747048,0.0003056098],"domain_scores_gemma":[0.9981543,0.001314756,0.0000249201,0.0003934692,0.00002610727,0.00008647135],"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":[0.000002161011,0.00004827324,7.70217e-7,0.0001989528,0.00004474057,0.00002625831,0.0002621291,8.03113e-7,0.004186312,0.981168,0.01257737,0.00148426],"study_design_scores_gemma":[0.00005417486,0.00002233243,0.000002177387,0.0001356372,0.00003859897,0.00002512864,0.0000352411,0.006014271,0.006893342,0.9833275,0.003258499,0.0001930816],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06565219,0.0001342598,0.04981323,0.0006957259,0.0003425526,0.0003152361,0.000005331586,0.002499348,0.8805422],"genre_scores_gemma":[0.7694426,0.00001030625,0.1496298,0.0003515758,0.0009817166,0.00005175236,0.000005297074,0.0002324129,0.07929457],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8012475,"threshold_uncertainty_score":0.9956087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03950592523696572,"score_gpt":0.3417870883998119,"score_spread":0.3022811631628461,"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."}}