{"id":"W1993939325","doi":"10.1063/1.3685420","title":"Mapping quantum-classical Liouville equation: Projectors and trajectories","year":2012,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Spectroscopy and Quantum Chemical Studies","field":"Physics and Astronomy","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Phase space; Quantum; Operator (biology); Poisson bracket; Quantum dynamics; Method of quantum characteristics; Quantum state; Projection (relational algebra); Classical mechanics; Master equation; Quantum operation; Statistical physics; Mathematics; Physics; Quantum mechanics; Lie algebra; Algorithm","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":[0.001218861,0.0003624069,0.0004060678,0.0004102747,0.0008417147,0.001277906,0.0008932396,0.001154539,0.002991465],"category_scores_gemma":[0.003150259,0.0003077199,0.0005123832,0.0005179148,0.001983976,0.002730188,0.001317547,0.001029334,0.0003374789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001406596,"about_ca_system_score_gemma":0.001381399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00298602,"about_ca_topic_score_gemma":0.001400131,"domain_scores_codex":[0.9996021,0.000141265,0.00001937602,0.00003750424,0.0001532437,0.00004647052],"domain_scores_gemma":[0.9994886,0.0002201641,0.00005479461,0.00008171804,0.00008968212,0.0000649881],"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":[0.00002186173,0.00001769836,0.0002268769,0.00001587391,0.000004707827,0.00008543236,0.0001313027,0.06599823,0.002397882,0.9280339,0.0002233293,0.002842932],"study_design_scores_gemma":[0.00001612918,0.00001955018,0.0001292825,0.000006531911,0.000001731709,0.0000573016,0.00003452789,0.7719074,0.0008307864,0.2260034,0.000981934,0.0000113913],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2271868,0.0003372928,0.7373462,0.001120124,0.0001513507,0.000138706,0.0001170457,0.0001668412,0.03343557],"genre_scores_gemma":[0.8588619,0.0003953809,0.1241543,0.0001696764,0.00006003036,0.0002195273,0.0001244316,0.0001193501,0.01589535],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002991465,"threshold_uncertainty_score":0.01020563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02942177801856541,"score_gpt":0.2662277763084214,"score_spread":0.236805998289856,"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."}}