{"id":"W2066415230","doi":"10.1063/1.4856795","title":"Energy-scales convergence for optimal and robust quantum transport in photosynthetic complexes","year":2014,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Spectroscopy and Quantum Chemical Studies","field":"Physics and Astronomy","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Defense Advanced Research Projects Agency; National Science Foundation","keywords":"Radiative transfer; Quantum; Robustness (evolution); Energy transfer; Excitation; Energy transport; Convergence (economics); Cutoff","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006242397,0.0002900336,0.0003436216,0.0004136103,0.0004329357,0.0007338162,0.0003425406,0.0003813961,0.0005536661],"category_scores_gemma":[0.002897932,0.0002593861,0.0002698147,0.0001848385,0.001177677,0.0008056536,0.0005481144,0.0005184048,0.00008988644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008653451,"about_ca_system_score_gemma":0.0003546057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007766963,"about_ca_topic_score_gemma":0.000462771,"domain_scores_codex":[0.999842,0.00004373771,0.0000123542,0.0000450417,0.00003498433,0.00002172359],"domain_scores_gemma":[0.9993522,0.0003189708,0.0001472068,0.00007761118,0.00005326889,0.00005079672],"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":[0.0003790973,0.0001446516,0.008948442,0.0002405686,0.00009582778,0.0004954193,0.000664836,0.53968,0.3104786,0.1268388,0.0005842076,0.01144958],"study_design_scores_gemma":[0.00001125789,0.00003304047,0.00274117,0.000009940275,0.000006327414,0.00005316829,0.00004397276,0.9601972,0.02152684,0.01518674,0.0001603213,0.00002995178],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9372917,0.000223744,0.06041742,0.0001779802,0.000008001866,0.00002112178,0.00005168678,0.0001228454,0.001685383],"genre_scores_gemma":[0.9962376,0.00004763862,0.003524601,0.000007672523,0.000002051949,0.00001580756,0.00001732046,0.00003403595,0.0001132475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008653451,"threshold_uncertainty_score":0.006278515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01443403163574109,"score_gpt":0.2388572710789424,"score_spread":0.2244232394432013,"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."}}