{"id":"W2885453894","doi":"10.1017/jpr.2020.83","title":"Simple conditions for metastability of continuous Markov chains","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Probability","topic":"Markov Chains and Monte Carlo Methods","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Metastability; Spectral gap; Markov chain; Mixing (physics); Statistical physics; BETA (programming language); Random walk; Hamiltonian (control theory); Mathematics; Combinatorics; Markov chain Monte Carlo; Physics; Monte Carlo method; Discrete mathematics; Mathematical analysis; Quantum mechanics; Computer science; Statistics; Mathematical optimization","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":[0.003076918,0.0006453146,0.001115047,0.001873038,0.001773083,0.001769449,0.001468823,0.002120526,0.008131629],"category_scores_gemma":[0.02963681,0.0006493788,0.001042788,0.0005992696,0.00292161,0.003444231,0.002618823,0.002685341,0.0006025709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001781555,"about_ca_system_score_gemma":0.001057413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001688145,"about_ca_topic_score_gemma":0.001391741,"domain_scores_codex":[0.9974727,0.0006329715,0.0002045163,0.0005924057,0.0005597222,0.0005376216],"domain_scores_gemma":[0.9769952,0.0140496,0.002353754,0.00149216,0.002147321,0.002961959],"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":[0.0003326173,0.0001504599,0.005724343,0.0001346132,0.00007096339,0.001237661,0.0007540061,0.0363335,0.01549268,0.9342626,0.00163427,0.00387217],"study_design_scores_gemma":[0.00008502354,0.0001390362,0.001723494,0.00005215548,0.00002214239,0.0004585239,0.0002122598,0.3928498,0.005032806,0.5980934,0.001266021,0.00006534816],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5807313,0.0005599338,0.3929499,0.002350552,0.0001439126,0.0002140513,0.0007665671,0.001154451,0.02112917],"genre_scores_gemma":[0.9902101,0.00005551063,0.008213948,0.00015623,0.00005505868,0.0001029624,0.0001638729,0.00007063913,0.0009718612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008131629,"threshold_uncertainty_score":0.02720296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06662939110306687,"score_gpt":0.3574985404471397,"score_spread":0.2908691493440728,"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."}}