{"id":"W2090143362","doi":"10.1039/c1fd00038a","title":"Electronic energy transfer in model photosynthetic systems: Markovian vs. non-Markovian dynamics","year":2011,"lang":"en","type":"article","venue":"Faraday Discussions","topic":"Spectroscopy and Quantum Chemical Studies","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Air Force Office of Scientific Research; U.S. Air Force","keywords":"Markov process; Statistical physics; Master equation; Density matrix; Lambda; Simple (philosophy); Matrix (chemical analysis); Function (biology); Range (aeronautics); Physics; Quantum mechanics; Applied mathematics; Mathematics; Quantum; Chemistry; Materials science","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":[0.0007297957,0.0003219644,0.0006815782,0.0003148844,0.00065254,0.0007475231,0.001183677,0.001173088,0.002160243],"category_scores_gemma":[0.001775266,0.0002702335,0.0005490562,0.00039879,0.0009917052,0.001578517,0.0008673572,0.0009043244,0.0002812773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117921,"about_ca_system_score_gemma":0.00106815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003925146,"about_ca_topic_score_gemma":0.003840951,"domain_scores_codex":[0.9998825,0.00004258323,0.000004949623,0.00001418183,0.00003674785,0.00001899512],"domain_scores_gemma":[0.9992604,0.0005145239,0.00006570066,0.00005672351,0.0000502797,0.00005231888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003814795,0.00006766727,0.0007559365,0.0000495747,0.00001438652,0.0000843488,0.0001081902,0.7207474,0.002843375,0.2688354,0.0004447903,0.006010863],"study_design_scores_gemma":[0.000004689321,0.000005400783,0.00003068741,0.000001651616,0.000001156867,0.000007559534,0.000005483004,0.9835607,0.000160775,0.01610267,0.0001159298,0.000003349709],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1859313,0.0004709014,0.8028947,0.0006624055,0.00005818515,0.0001018712,0.0001083467,0.0001917525,0.009580479],"genre_scores_gemma":[0.8334116,0.0006926255,0.1578109,0.0001729501,0.00005014937,0.0003666496,0.000103325,0.0001114494,0.007280318],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003925146,"threshold_uncertainty_score":0.00855577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008694608392083652,"score_gpt":0.2092660050403488,"score_spread":0.2005713966482652,"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."}}