{"id":"W1971381084","doi":"10.1063/1.4866366","title":"Analysis of geometric phase effects in the quantum-classical Liouville formalism","year":2014,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Spectroscopy and Quantum Chemical Studies","field":"Physics and Astronomy","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Conical intersection; Adiabatic process; Geometric phase; Formalism (music); Wigner distribution function; Quantum; Quantum mechanics; Conical surface; Physics; Mathematics; Geometry; Ground state","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":[0.0006244897,0.0001477803,0.0005494137,0.00009725525,0.00005136009,0.0000149124,0.0004897433,0.00003360877,0.00002375583],"category_scores_gemma":[0.000084597,0.00007434273,0.0004044636,0.001568423,0.0001635866,0.0000906823,0.00006313647,0.0004438892,0.000002096963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002117611,"about_ca_system_score_gemma":0.00001599935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002521717,"about_ca_topic_score_gemma":2.721035e-7,"domain_scores_codex":[0.9987024,0.0001250425,0.000465329,0.00008384497,0.0003889473,0.000234411],"domain_scores_gemma":[0.9976037,0.001621526,0.0004099008,0.0002235557,0.00008827728,0.00005308713],"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":[0.001260595,0.006852191,0.0153937,0.0001547603,0.006283706,0.000005977774,0.005629671,0.001441373,0.7362393,0.1783382,0.006927605,0.04147289],"study_design_scores_gemma":[0.003801791,0.0006005839,0.002269212,0.00008219542,0.003588026,0.000003609252,0.0005606508,0.01765273,0.8751437,0.09497863,0.0009811263,0.0003377374],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860521,0.000129323,0.0123144,0.0003248141,0.00005096228,0.00006856783,0.000006618121,0.000002866074,0.00105037],"genre_scores_gemma":[0.9993554,0.000008873138,0.00005172909,0.0001007077,0.0004653753,0.000002736159,0.00000484191,0.0000075305,0.000002811089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1389044,"threshold_uncertainty_score":0.3031608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01029535130563609,"score_gpt":0.2791612521238733,"score_spread":0.2688659008182372,"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."}}