{"id":"W3093663298","doi":"","title":"The exclusion process mixes (almost) faster than independent particles","year":2020,"lang":"en","type":"article","venue":"BIROn (Birkbeck, University of London)","topic":"Stochastic processes and statistical mechanics","field":"Mathematics","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mathematics; Spectral gap; Combinatorics; Omega; Order (exchange); Conjecture; Upper and lower bounds; Binary logarithm; Vertex (graph theory); Mixing (physics); Torus; Discrete mathematics; Graph; Mathematical analysis; Physics; Geometry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001777139,0.0001727634,0.0002683702,0.00002892513,0.0003491183,0.00003108724,0.0005085994,0.00009353608,0.0001416254],"category_scores_gemma":[0.0004858188,0.0001393888,0.00009439672,0.0001982071,0.0001502358,0.0001313703,0.0002687078,0.0001796023,0.00006646233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003489192,"about_ca_system_score_gemma":0.00008439817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005504477,"about_ca_topic_score_gemma":0.0002028386,"domain_scores_codex":[0.9986616,0.00005817402,0.0002274579,0.0002888451,0.0004618911,0.0003019789],"domain_scores_gemma":[0.998704,0.0005126602,0.0001993921,0.0002368663,0.0001514465,0.0001956448],"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":[0.004427756,0.001344063,0.004753282,0.003169481,0.000540137,0.0004368089,0.0345477,0.00009713278,0.01221934,0.8531273,0.008989208,0.07634779],"study_design_scores_gemma":[0.01125739,0.003510619,0.01067949,0.0008130562,0.001169573,0.00007667316,0.07122777,0.06347912,0.0272236,0.780877,0.02722448,0.002461267],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6984488,0.0002386849,0.2946834,0.004233212,0.0001553344,0.0005431816,0.00006906672,0.0001654773,0.001462851],"genre_scores_gemma":[0.9955002,0.00006951336,0.003861048,0.0001008026,0.00003484222,8.249547e-7,0.000003125193,0.0000204731,0.0004091556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2970514,"threshold_uncertainty_score":0.5684109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04182058466664073,"score_gpt":0.2582902725731785,"score_spread":0.2164696879065378,"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."}}