{"id":"W2029801303","doi":"10.1063/1.3480018","title":"Analysis of the quantum-classical Liouville equation in the mapping basis","year":2010,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Spectroscopy and Quantum Chemical Studies","field":"Physics and Astronomy","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Quantum; Observable; Basis (linear algebra); Poisson bracket; Statistical physics; Physics; Quantum dynamics; Quantum master equation; Classical mechanics; Quantum operation; Term (time); Quantum process; Master equation; Quantum mechanics; Mathematics; Geometry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005247216,0.0001132705,0.0003133939,0.00003083276,0.00008748375,0.00001673558,0.0005828183,0.00003518596,0.00005393839],"category_scores_gemma":[0.00006335037,0.00004955722,0.000383166,0.0008903904,0.0002164309,0.00007005782,0.00007979936,0.0007270508,0.000001395271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001625896,"about_ca_system_score_gemma":0.0000307188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004346926,"about_ca_topic_score_gemma":0.000002684639,"domain_scores_codex":[0.9988927,0.00008770937,0.0004099137,0.0000742357,0.0003699968,0.000165505],"domain_scores_gemma":[0.9984936,0.0007128503,0.0004097435,0.0002612667,0.00009449995,0.00002807032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000756119,0.0004660158,0.01843109,0.000009098008,0.0008647914,3.301642e-7,0.002730371,0.0002870401,0.9363071,0.03705773,0.0008647239,0.00290613],"study_design_scores_gemma":[0.000741096,0.00004743368,0.01608039,0.00005630953,0.001610958,0.000002293947,0.002142068,0.01252397,0.8608956,0.1050089,0.0006690391,0.0002219003],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995277,0.00002925431,0.00160359,0.001819569,0.00009314509,0.00006083331,0.000006816279,0.000001988529,0.001107826],"genre_scores_gemma":[0.9993571,0.00000411,0.00005602089,0.0000966463,0.000471431,0.000002139062,0.000001942419,0.000005807664,0.000004826863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0754114,"threshold_uncertainty_score":0.3158714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977579989982373,"score_gpt":0.2621786007522791,"score_spread":0.2424028008524553,"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."}}