{"id":"W2944919615","doi":"10.1063/1.5092981","title":"Light-induced processes in nature: Coherences in the establishment of the nonequilibrium steady state in model retinal isomerization","year":2019,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Spectroscopy and Quantum Chemical Studies","field":"Physics and Astronomy","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Air Force Office of Scientific Research","keywords":"Non-equilibrium thermodynamics; Physics; Excited state; Retinal; Quantum; Excitation; Quantum mechanics; Chemistry","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":[0.0001947164,0.0001681019,0.0002617762,0.0001720143,0.0002961318,0.0003661453,0.0003903772,0.0003532545,0.0008234305],"category_scores_gemma":[0.0005196673,0.0001483761,0.0002263996,0.0001622101,0.0006948165,0.0006801756,0.0003655431,0.0004253272,0.00007835819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000546663,"about_ca_system_score_gemma":0.000363991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001575698,"about_ca_topic_score_gemma":0.001526698,"domain_scores_codex":[0.9999517,0.00001231948,0.000001458042,0.00001152389,0.00001186749,0.00001109168],"domain_scores_gemma":[0.9998342,0.00007482871,0.00002939649,0.00002555437,0.00001473518,0.00002117493],"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":[0.0003674673,0.0002744006,0.005208036,0.0001352183,0.00004582875,0.0004407646,0.0004371127,0.5462324,0.2894784,0.1505588,0.0003829386,0.006438593],"study_design_scores_gemma":[0.00001953489,0.00006632686,0.001166741,0.000002642517,0.000005277874,0.00002472358,0.0000403915,0.9778285,0.008893902,0.01177525,0.0001612182,0.00001543119],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979785,0.00006045935,0.01855772,0.0001058271,0.000004794407,0.00001007823,0.00003481716,0.00003534057,0.001405942],"genre_scores_gemma":[0.9976221,0.00004387454,0.001761158,0.000008689351,0.000001533241,0.00001677275,0.00001993176,0.000007385571,0.0005186684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001575698,"threshold_uncertainty_score":0.003966331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01057397785100625,"score_gpt":0.2529826214038551,"score_spread":0.2424086435528489,"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."}}