{"id":"W4315784035","doi":"10.1021/acscentsci.2c01114","title":"Electronic Energy Migration in Microtubules","year":2023,"lang":"en","type":"article","venue":"ACS Central Science","topic":"Microtubule and mitosis dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Army Research Office; Chungbuk National University; Nova Southeastern University; University of Central Florida; Templeton World Charity Foundation; U.S. Department of Defense","keywords":"Microtubule; Tubulin; Biophysics; Chromophore; Chemistry; Tryptophan; Photochemistry; Photoexcitation; Polymerization; Chemical physics; Amino acid; Excited state; Biochemistry; Organic chemistry; Physics; Atomic physics; Polymer; Biology","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":[0.0001794474,0.00007283562,0.00005229262,0.00007791175,0.00007312897,0.00002995484,0.0002617957,0.00005179458,0.000004223289],"category_scores_gemma":[0.00003514215,0.00007001742,0.00002445518,0.0005567984,0.0001178387,0.000008130681,0.00008845817,0.0000437087,0.00001401146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004226849,"about_ca_system_score_gemma":0.0001901723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001574376,"about_ca_topic_score_gemma":0.001748348,"domain_scores_codex":[0.9989211,0.00001471453,0.000100187,0.0002862666,0.00011013,0.0005676255],"domain_scores_gemma":[0.999752,0.000003343218,0.00002413628,0.0001380293,0.00002559584,0.00005686548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00000582049,0.0000134952,0.005215381,0.000001444195,0.000001568845,0.000001271218,0.0000322503,0.0001080848,0.9902708,0.00126738,0.0007434396,0.002339072],"study_design_scores_gemma":[0.0001687555,0.00006580881,0.03816452,0.000005788406,0.0000019235,0.000005695666,0.00004508889,0.0008321948,0.916001,0.0002731745,0.04429459,0.0001414913],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988923,0.0001727515,0.0003138899,0.0002175704,0.00008129816,0.00005509701,0.000002961209,0.00001470931,0.0002494262],"genre_scores_gemma":[0.9979414,0.001229207,0.00004900552,0.0002146162,0.00006015079,0.000008974811,0.00004691011,0.00000600166,0.0004437081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07426982,"threshold_uncertainty_score":0.2855227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004583145366360912,"score_gpt":0.2251279953577364,"score_spread":0.2205448499913755,"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."}}