{"id":"W2887114054","doi":"10.26508/lsa.201800072","title":"Beetle luciferases with naturally red- and blue-shifted emission","year":2018,"lang":"en","type":"article","venue":"Life Science Alliance","topic":"bioluminescence and chemiluminescence research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Synchrotron; York University; Agence Nationale de la Recherche; Abu Dhabi Education Council; New York University Abu Dhabi","keywords":"Luciferases; Bioluminescence; Luciferase; Light emission; Mutagenesis; Firefly protocol; Blue light; Lampyridae; Biology; Active site; Luciferin; Chemistry; Biophysics; Biochemistry; Enzyme; Evolutionary biology; Optics; Physics; Mutation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002603254,0.0001463272,0.0001082159,0.0000332852,0.0003171655,0.00008534786,0.0004730275,0.0000930229,0.00002134624],"category_scores_gemma":[0.0002344883,0.0001080717,0.00002066046,0.0004489158,0.001809645,0.00003617796,0.000182035,0.0001050942,0.00001434004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001170161,"about_ca_system_score_gemma":0.0003219355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001111068,"about_ca_topic_score_gemma":0.00002348587,"domain_scores_codex":[0.9984036,0.00001500992,0.0001258041,0.0006153914,0.0003787919,0.0004613866],"domain_scores_gemma":[0.9989768,0.000008060249,0.00005333054,0.0003875381,0.0002857762,0.0002885304],"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":[0.00009974118,0.00002443843,0.01508165,0.00001345748,0.000005044731,0.000003021493,0.00004202294,2.918141e-7,0.9809652,0.00001811167,0.002362643,0.001384406],"study_design_scores_gemma":[0.0002964381,0.0004526801,0.01466216,0.00007937446,0.000004209029,0.00002331839,0.0001389546,0.0001328017,0.9660764,0.00001665269,0.01788449,0.0002324957],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997063,0.0006032147,0.00009552817,0.001037594,0.00007320695,0.0001258516,0.000003438063,0.00001793084,0.0009802198],"genre_scores_gemma":[0.9954904,0.0003329476,0.001457829,0.000597875,0.0003402358,0.00001139258,0.00001000177,0.00001114201,0.001748156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01552185,"threshold_uncertainty_score":0.6667711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01161192386785687,"score_gpt":0.2793047272440737,"score_spread":0.2676928033762168,"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."}}