{"id":"W2486857906","doi":"10.1039/c6cp03865d","title":"Prediction of two-photon absorption enhancement in red fluorescent protein chromophores made from non-canonical amino acids","year":2016,"lang":"en","type":"article","venue":"Physical Chemistry Chemical Physics","topic":"Nonlinear Optical Materials Studies","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Western Canada Research Grid","keywords":"Chromophore; Fluorescence; Absorption (acoustics); Two-photon absorption; Photochemistry; Fluorescent protein; Amino acid; Chemistry; Photon; Materials science; Optics; Green fluorescent protein; Physics; Biochemistry; Laser","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004922822,0.0003265677,0.0005170085,0.00001125367,0.00001725609,0.00001392206,0.0002261572,0.0001251252,0.0001005887],"category_scores_gemma":[0.00005044506,0.000266363,0.0001333721,0.0001508626,0.0002012588,0.0001173804,0.0001382128,0.0002281956,0.00004604744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003069202,"about_ca_system_score_gemma":0.00002357763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001864133,"about_ca_topic_score_gemma":3.942296e-7,"domain_scores_codex":[0.9983308,0.00001415241,0.0004722463,0.0004138702,0.0003658451,0.0004031194],"domain_scores_gemma":[0.9992782,0.00009030665,0.00007818908,0.0003707188,0.00005971118,0.0001228316],"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":[0.00007878122,0.0004384982,0.0000862345,0.0002334116,0.00005186846,0.000001997345,0.00005786321,0.00006832343,0.9981582,0.00003373597,0.0000792924,0.0007118606],"study_design_scores_gemma":[0.00118748,0.00003220722,0.000391519,0.000333741,0.00002882019,2.91963e-7,0.0000057062,0.006772199,0.9867482,0.004218282,0.00002523801,0.0002562931],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972508,0.00002028469,0.001099106,0.00005745563,0.00006609983,0.0002712275,0.0001980564,0.0001174054,0.0009195677],"genre_scores_gemma":[0.997745,0.00001806524,0.0009183972,0.000004791057,0.0009986275,0.0001485115,0.0000886709,0.00004951504,0.00002845823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01140991,"threshold_uncertainty_score":0.9999788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01144510261839413,"score_gpt":0.219567792924946,"score_spread":0.2081226903065519,"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."}}