{"id":"W1977444694","doi":"10.4236/abb.2011.24032","title":"Effect of assay conditions on the measurement of dehydrogenase activity of <i>Streptomyces venezuelae</i> using triphenyl tetrazolium chloride","year":2011,"lang":"en","type":"article","venue":"Advances in Bioscience and Biotechnology","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Tetrazolium chloride; Formazan; Incubation; Population; Incubation period; Bacteria; Yield (engineering); Chemistry; Biochemistry; Food science; Lactate dehydrogenase; Bacterial growth; Biology; Chromatography; Enzyme","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":[],"consensus_categories":[],"category_scores_codex":[0.001530658,0.000266409,0.0006305954,0.0004253791,0.000130902,0.00000588088,0.000363651,0.0003107693,0.00006874496],"category_scores_gemma":[0.001611821,0.0001597884,0.0001212874,0.001083875,0.002018734,0.0001804145,0.0001197855,0.0003240586,0.000003827463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007518793,"about_ca_system_score_gemma":0.00008392084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009308158,"about_ca_topic_score_gemma":0.0003851888,"domain_scores_codex":[0.9980437,0.0001369903,0.0004819238,0.0005384139,0.0004147017,0.0003843318],"domain_scores_gemma":[0.9983734,0.0002883607,0.0004626801,0.0006550496,0.0001567124,0.0000638283],"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":[0.0005063214,0.000265688,0.001201915,0.0001877861,0.0000337758,0.000002100222,0.00009004596,0.000005820152,0.986053,0.0004634987,0.0000183374,0.0111717],"study_design_scores_gemma":[0.0004726562,0.0006644089,0.0009654206,0.0004307734,0.0001101563,0.00003432996,0.00002488993,0.00001124827,0.9919374,0.0002685603,0.004917821,0.0001623185],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958733,0.002194755,0.0001240726,0.0007055754,0.0002391829,0.0005535141,0.0000636113,0.00003421045,0.0002117369],"genre_scores_gemma":[0.9969474,0.00155752,0.001369113,0.00005741561,0.00002965602,0.000004740361,0.000004624823,0.00001076617,0.00001874269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01100938,"threshold_uncertainty_score":0.743811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03986821974346667,"score_gpt":0.2993321164489968,"score_spread":0.2594638967055301,"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."}}