{"id":"W2036174650","doi":"10.1103/physreve.64.041103","title":"Stochastic dynamics with a mesoscopic bath","year":2001,"lang":"en","type":"article","venue":"Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mesoscopic physics; Stochastic dynamics; Dynamics (music); Statistical physics; Physics; Classical mechanics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000596275,0.0005646976,0.0009751841,0.0004069256,0.0007943935,0.001130215,0.001051678,0.001358829,0.001865553],"category_scores_gemma":[0.001964286,0.0004026257,0.0008068406,0.0003116879,0.001978443,0.00171343,0.001298281,0.001256449,0.0002141457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00104158,"about_ca_system_score_gemma":0.0008350246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005229231,"about_ca_topic_score_gemma":0.002429582,"domain_scores_codex":[0.9997771,0.00006914172,0.000008800868,0.0000329737,0.00005618711,0.00005578763],"domain_scores_gemma":[0.9986584,0.0006662367,0.0002329144,0.000134328,0.0001154429,0.0001926382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001572527,0.00009828755,0.001977026,0.00007252386,0.00007232266,0.0004272286,0.0001540065,0.8137695,0.01235845,0.1690601,0.0004406005,0.001412636],"study_design_scores_gemma":[0.00002033929,0.00001689032,0.000149677,0.00000310409,0.000007633398,0.00001203831,0.00001142441,0.9925073,0.0003108566,0.006837234,0.000114453,0.000009027357],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.855413,0.0005313191,0.1300357,0.001664897,0.0001388499,0.00005975817,0.0001576977,0.0001556732,0.01184299],"genre_scores_gemma":[0.9910727,0.0002137263,0.005271388,0.00007837024,0.00004389682,0.00006309152,0.00004191569,0.00002268894,0.003192189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005229231,"threshold_uncertainty_score":0.01039761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007761119155892114,"score_gpt":0.2848045842002361,"score_spread":0.277043465044344,"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."}}