{"id":"W4402823318","doi":"10.1007/s00220-025-05360-z","title":"Entropic Fluctuations in Statistical Mechanics II. Quantum Dynamical Systems","year":2025,"lang":"en","type":"article","venue":"Communications in Mathematical Physics","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Université de Toulon; Fonds de recherche du Québec – Nature et technologies; Centre National de la Recherche Scientifique; Agence Nationale de la Recherche; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Statistical mechanics; Statistical physics; Fluctuation theorem; Entropy production; Phase space; Quantum; Entropy (arrow of time); Quantum statistical mechanics; Physics; Quantum mechanics; Mathematics; Theoretical physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002474588,0.0005785868,0.0006719467,0.001294041,0.0005231882,0.001902469,0.0007472343,0.0008100726,0.001287288],"category_scores_gemma":[0.00621092,0.0003261596,0.0006603487,0.0008417367,0.004877206,0.002842212,0.00120774,0.001277207,0.0001748852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001133496,"about_ca_system_score_gemma":0.000494245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008202756,"about_ca_topic_score_gemma":0.0002193145,"domain_scores_codex":[0.9989587,0.0004064286,0.0000429035,0.0001820262,0.0003240585,0.00008595191],"domain_scores_gemma":[0.9967774,0.002091974,0.0004044695,0.00032996,0.00023662,0.0001596571],"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":[0.00000806185,0.000006558865,0.0002241141,0.00003243369,0.000009041339,0.00005603403,0.00008663191,0.008622563,0.00107522,0.9873449,0.0002832317,0.002251162],"study_design_scores_gemma":[0.000005015864,0.00002214936,0.0005434626,0.00001441423,0.000004012924,0.00007014564,0.00001952639,0.06802136,0.0003458665,0.9299315,0.00100842,0.000014066],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2602857,0.01245879,0.6781748,0.00477445,0.0007263568,0.00008941299,0.000307154,0.0002964064,0.04288692],"genre_scores_gemma":[0.9809245,0.001775884,0.01348513,0.0002803741,0.0007688265,0.00005843686,0.00004546296,0.00005475486,0.00260651],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002474588,"threshold_uncertainty_score":0.01308703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01789693282867314,"score_gpt":0.317382764311005,"score_spread":0.2994858314823318,"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."}}