{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005528811,0.001058168,0.001028299,0.001652084,0.0003098377,0.00103348,0.0007607598,0.001110183,0.0023196],"category_scores_gemma":[0.000702798,0.0003293495,0.0002623468,0.001496368,0.001105015,0.001924356,0.001073278,0.001777232,0.001123164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005169737,"about_ca_system_score_gemma":0.0007889054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006981253,"about_ca_topic_score_gemma":0.001532295,"domain_scores_codex":[0.9998834,0.00001596315,0.00001220385,0.00002512779,0.00005010654,0.00001326546],"domain_scores_gemma":[0.9997619,0.0001300822,0.0000308294,0.00001219332,0.00004453856,0.00002043898],"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":[0.00004846064,0.00006343374,0.0001252222,0.01151305,0.00005712449,0.0002108331,0.00007813445,0.0005784283,0.008527417,0.01975143,0.0137762,0.9452702],"study_design_scores_gemma":[0.00001887668,0.00006678995,0.0004599392,0.002265026,0.00007408134,0.001051456,0.00006578471,0.0002537098,0.003341535,0.01491126,0.9774544,0.00003716379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002935302,0.9960062,0.0009041889,0.0003029325,0.0002916379,0.00000744594,0.00001633928,0.00001200672,0.002165796],"genre_scores_gemma":[0.00257172,0.9945176,0.0008316592,0.000311187,0.0003737812,0.00001455028,0.00002652085,0.000005144245,0.001347853],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0023196,"threshold_uncertainty_score":0.007759869,"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."}}