{"id":"W2604003743","doi":"10.1038/nature21425","title":"Using coherence to enhance function in chemical and biophysical systems","year":2017,"lang":"en","type":"review","venue":"Nature","topic":"Spectroscopy and Quantum Chemical Studies","field":"Physics and Astronomy","cited_by":679,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Basic Energy Sciences; U.S. Department of Energy","keywords":"Coherence (philosophical gambling strategy); Superposition principle; Computer science; Statistical physics; Physics; Nanotechnology; Quantum mechanics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000537011,0.0002549352,0.0008842031,0.00003567072,0.00007457053,0.0000695639,0.0001698185,0.0006156055,0.0000117876],"category_scores_gemma":[0.00001566047,0.0001963112,0.0001127642,0.0001121621,0.00004368771,0.0000473884,0.0001181047,0.001796962,0.00001371312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005504286,"about_ca_system_score_gemma":0.00004054475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007670811,"about_ca_topic_score_gemma":8.122241e-7,"domain_scores_codex":[0.9990631,0.00002218808,0.0002039374,0.0003853012,0.0001122753,0.0002131485],"domain_scores_gemma":[0.9994966,0.00005777029,0.000142608,0.000214641,0.0000237341,0.00006463016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003070079,0.0001459345,0.0001307942,0.006436688,0.0002720226,0.000006438922,0.00005562256,9.982739e-7,0.003301114,0.006901994,0.001694851,0.9810228],"study_design_scores_gemma":[0.00007123975,0.00001997213,0.000008809685,0.007923883,0.0001909484,0.000001665585,0.00001342868,0.00002416581,0.000495904,0.0002727784,0.9906042,0.00037307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001727302,0.9966425,0.00005532106,0.00001347962,0.0003260659,0.0003500524,0.00004878585,0.00001164559,0.0008249014],"genre_scores_gemma":[0.09274529,0.9024927,0.000307788,0.00005002448,0.003590558,0.000258207,0.0001185901,0.00007428948,0.0003625623],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9889093,"threshold_uncertainty_score":0.8005341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04694525276714184,"score_gpt":0.3966913126545238,"score_spread":0.349746059887382,"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."}}