{"id":"W2009228774","doi":"10.1063/1.2906485","title":"Surface-hopping dynamics and decoherence with quantum equilibrium structure","year":2008,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Spectroscopy and Quantum Chemical Studies","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Quantum decoherence; Quantum dissipation; Quantum dynamics; Statistical physics; Density matrix; Quantum; Open quantum system; Quantum process; Coherence (philosophical gambling strategy); Surface hopping; Physics; Quantum operation; Quantum discord; Quantum algorithm; Quantum mechanics; Classical mechanics","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":[0.00006395567,0.0001589115,0.0002793322,0.000006222118,0.00009429714,0.00001514887,0.0002024724,0.00002791656,0.00002955804],"category_scores_gemma":[0.000006489232,0.00009013827,0.00006325549,0.0001183628,0.0003089772,0.000137161,0.00007334276,0.0004040723,0.000001047305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002800211,"about_ca_system_score_gemma":0.00004180079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001698775,"about_ca_topic_score_gemma":3.131843e-7,"domain_scores_codex":[0.9992345,0.00002154358,0.0002262823,0.00009324047,0.0002129503,0.0002114618],"domain_scores_gemma":[0.9992805,0.0001726271,0.000240419,0.00012491,0.0001004669,0.00008106881],"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":[0.0004780435,0.0001743452,0.0329233,0.00003681493,0.0004558033,0.000009160945,0.001198041,0.0005722085,0.945842,0.0157863,0.001390543,0.001133428],"study_design_scores_gemma":[0.001133356,0.0002029769,0.0008060244,0.000107855,0.0001817204,0.0001097938,0.0005259661,0.006238068,0.9195936,0.07065427,0.00007563673,0.0003707685],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959012,0.0001651036,0.003139941,0.0002448822,0.00004227815,0.00004654384,0.00001287804,0.000006858183,0.0004403038],"genre_scores_gemma":[0.9990227,0.00001709769,0.0005074461,0.00003813416,0.0003798828,2.863437e-7,0.000003018898,0.00001357468,0.00001783784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05486797,"threshold_uncertainty_score":0.3675732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221473195589932,"score_gpt":0.2354004051370903,"score_spread":0.223185673181191,"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."}}