{"id":"W2055301178","doi":"10.1016/s0301-0104(01)00290-7","title":"Subsystem dynamics in mixed quantum–classical systems","year":2001,"lang":"en","type":"article","venue":"Chemical Physics","topic":"Spectroscopy and Quantum Chemical Studies","field":"Physics and Astronomy","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; American Chemical Society Petroleum Research Fund","keywords":"Lindblad equation; Master equation; Quantum; Quantum master equation; Classical limit; Dynamics (music); Quantum dynamics; Operator (biology); Classical mechanics; Limit (mathematics); Coupling (piping); Degrees of freedom (physics and chemistry); Equations of motion; Chemistry; Statistical physics; Physics; Quantum mechanics; Mathematics; Mathematical analysis","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":[0.0009254091,0.0002721136,0.0006329227,0.0009569944,0.001391131,0.001926861,0.001071145,0.0009082248,0.005935524],"category_scores_gemma":[0.00195301,0.0004335958,0.0004783513,0.0006310543,0.001777969,0.003610599,0.001291549,0.0007319503,0.0003146122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117158,"about_ca_system_score_gemma":0.0007648308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002232806,"about_ca_topic_score_gemma":0.002743931,"domain_scores_codex":[0.9997213,0.00009479117,0.00001298938,0.00003621123,0.00008047147,0.00005421184],"domain_scores_gemma":[0.9990821,0.0003609118,0.00009271297,0.0001257784,0.0001566159,0.0001819747],"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":[0.0000683678,0.00003308104,0.0005822211,0.00002413026,0.00002031931,0.00006723133,0.0001879513,0.01366803,0.002447228,0.9800984,0.0005171154,0.002285914],"study_design_scores_gemma":[0.00002955242,0.0000559789,0.0009018061,0.00001014878,0.00001168022,0.00006360698,0.0001341085,0.3767088,0.0007487087,0.6205348,0.0007746191,0.00002610669],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8726581,0.0005108491,0.09505095,0.001259521,0.000113555,0.0000445966,0.0001287713,0.0001903756,0.03004324],"genre_scores_gemma":[0.9852421,0.0001762421,0.009617963,0.00009765915,0.0000526458,0.00005466361,0.00005207833,0.00003136984,0.004675348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005935524,"threshold_uncertainty_score":0.01985627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0144410915820441,"score_gpt":0.2474636816891585,"score_spread":0.2330225901071144,"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."}}