{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002094493,0.0005417255,0.0003960035,0.0001234208,0.0003158827,0.0001229055,0.0006575649,0.0003953745,0.0001161821],"category_scores_gemma":[0.0003752776,0.0005033872,0.0001656389,0.0004327837,0.0006098659,0.00004228851,0.0002446065,0.0002338934,0.00002578817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003449826,"about_ca_system_score_gemma":0.00005378632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003370187,"about_ca_topic_score_gemma":0.0000483898,"domain_scores_codex":[0.9968433,0.0000507873,0.0004852569,0.001239035,0.0003672267,0.001014396],"domain_scores_gemma":[0.9982983,0.00003101212,0.0001663514,0.0008202221,0.000320401,0.000363717],"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":[0.00009409293,0.0001433979,0.0130838,0.0002196428,0.00003053676,0.000006880551,0.00006406537,3.168448e-7,0.9727355,0.0001220449,0.007114602,0.006385081],"study_design_scores_gemma":[0.001411415,0.0006811218,0.002583608,0.000178968,0.00003287593,0.0001388071,0.0001414046,0.001166319,0.9516577,0.00007893817,0.04091858,0.00101031],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922563,0.002551739,0.00134943,0.001348521,0.000264106,0.001600182,0.0001492303,0.0000898345,0.0003905904],"genre_scores_gemma":[0.9891173,0.0005316979,0.003804569,0.0002923662,0.0009208329,0.0002149929,0.0001690732,0.0000769481,0.004872196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03380398,"threshold_uncertainty_score":0.9997418,"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."}}