{"id":"W2100347657","doi":"10.1002/bio.688","title":"Protein structure and bioluminescent spectra for firefly bioluminescence","year":2002,"lang":"en","type":"article","venue":"Luminescence","topic":"bioluminescence and chemiluminescence research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Bioluminescence; Luciferases; Chemistry; Active site; Luciferase; Spectral line; Firefly protocol; Mutant; Amino acid; Biophysics; Biochemistry; Enzyme; Biology; Physics; Zoology","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":[0.0005021318,0.0005508214,0.0002569057,0.001066424,0.0002901122,0.0004390397,0.0006941712,0.0006625042,0.002663808],"category_scores_gemma":[0.001151821,0.000271471,0.000423478,0.0009216417,0.0005671632,0.0006817979,0.0002447095,0.00139729,0.001099739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005495965,"about_ca_system_score_gemma":0.0002007643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002139267,"about_ca_topic_score_gemma":0.0001361505,"domain_scores_codex":[0.9996371,0.0001140801,0.00001618058,0.00007492678,0.0001276704,0.00003003568],"domain_scores_gemma":[0.9996436,0.0001409794,0.00006846515,0.00003892231,0.0000786121,0.00002930217],"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":[0.0001408319,0.00004806314,0.0007477546,0.0002213833,0.00001186821,0.0001495499,0.0001241542,0.001662674,0.9596176,0.03011157,0.0006798716,0.006484714],"study_design_scores_gemma":[0.00006354157,0.0003629696,0.008994335,0.00006695358,0.00003400525,0.001715608,0.000103779,0.02720007,0.9153374,0.02420882,0.02185059,0.00006191196],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.568007,0.007894792,0.4032807,0.001220307,0.000414254,0.0001299749,0.001747503,0.001466311,0.01583919],"genre_scores_gemma":[0.8567655,0.003681698,0.1318725,0.0003313952,0.00008447479,0.0002913614,0.002546243,0.0003000992,0.004126698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002663808,"threshold_uncertainty_score":0.008911371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01651929728543973,"score_gpt":0.2529265861198933,"score_spread":0.2364072888344535,"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."}}