{"id":"W2161010942","doi":"10.1007/s10955-013-0826-5","title":"Entropic Fluctuations of Quantum Dynamical Semigroups","year":2013,"lang":"en","type":"article","venue":"Journal of Statistical Physics","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Centre National de la Recherche Scientifique; Agence Nationale de la Recherche; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Statistical physics; Quantum; Quantum fluctuation; Physics; Mathematics; Quantum mechanics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007293236,0.0001389387,0.0003749522,0.00003196612,0.00004824006,0.0000250995,0.0001683169,0.00003104363,0.0007815085],"category_scores_gemma":[0.00006519691,0.0001134105,0.0001151252,0.0001186823,0.0001077476,0.0001698689,0.00003687364,0.000288082,0.00003198029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003026557,"about_ca_system_score_gemma":0.00006363526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002931651,"about_ca_topic_score_gemma":2.365397e-7,"domain_scores_codex":[0.9987115,0.00004617184,0.0006061404,0.0001081649,0.0003087516,0.0002192747],"domain_scores_gemma":[0.9984537,0.0004801156,0.0003794965,0.000137271,0.0003801565,0.0001692435],"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":[0.00001208607,0.00022698,0.0002446209,0.00001404017,0.00007112766,0.000002264426,0.00003994175,0.0004011384,0.00408066,0.9618703,0.0002142295,0.0328226],"study_design_scores_gemma":[0.000356281,0.0001658884,0.002297974,0.00002299107,0.0000513427,0.000001815333,0.000105931,0.1997214,0.0001821972,0.7969573,0.00003713828,0.00009977604],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05415326,0.00001179731,0.9447045,0.00007407004,0.0001616383,0.00009654214,0.0002304269,0.000004099112,0.0005636637],"genre_scores_gemma":[0.9566775,0.000003702488,0.04300126,0.0000213783,0.0002206257,0.000003690329,0.00002374864,0.00001773441,0.0000303671],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9025242,"threshold_uncertainty_score":0.855697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00626594652079898,"score_gpt":0.2495550343107305,"score_spread":0.2432890877899315,"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."}}