{"id":"W2033055721","doi":"10.1016/s0006-291x(03)01530-4","title":"Bright stable luminescent yeast using bacterial luciferase as a sensor","year":2003,"lang":"en","type":"article","venue":"Biochemical and Biophysical Research Communications","topic":"bioluminescence and chemiluminescence research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Luciferase; Vibrio harveyi; Decanal; Bioluminescence; Yeast; Photobacterium; Luminescence; Biochemistry; Flavin group; Light emission; Biology; Chemistry; Bacteria; Vibrio; Enzyme; Chromatography; Gene; Materials science","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":[0.0006921962,0.0008231995,0.000629703,0.0006289405,0.0005000948,0.001257587,0.001311025,0.0007732556,0.002840503],"category_scores_gemma":[0.0004503825,0.0007166649,0.0005342117,0.0006056374,0.0007182371,0.0008265978,0.000893475,0.002258755,0.003189325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001185778,"about_ca_system_score_gemma":0.0006828276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008234112,"about_ca_topic_score_gemma":0.001595484,"domain_scores_codex":[0.9995086,0.00006909356,0.00004615124,0.0001348006,0.0001757724,0.00006564669],"domain_scores_gemma":[0.9995257,0.00008005368,0.0000605799,0.00009964027,0.00008517672,0.0001489763],"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":[0.0002766928,0.0001037706,0.0002999393,0.00009844396,0.00001414508,0.00005390211,0.00006725438,0.00008977728,0.991807,0.001344362,0.0008417379,0.005002866],"study_design_scores_gemma":[0.00005122936,0.0001129552,0.0007008129,0.00001087983,0.00001313452,0.0001076519,0.0000299036,0.0007339807,0.990628,0.0003736407,0.007222242,0.00001568412],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6800734,0.00338612,0.277817,0.001345346,0.000888114,0.0004734165,0.007873478,0.01449293,0.01365017],"genre_scores_gemma":[0.7960272,0.002755657,0.1478403,0.0005823356,0.000156266,0.0005394318,0.01577407,0.001906324,0.03441837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002840503,"threshold_uncertainty_score":0.009502411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07311339090845913,"score_gpt":0.3750369873373709,"score_spread":0.3019235964289118,"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."}}