{"id":"W1989725878","doi":"10.3109/10520295.2010.492733","title":"An innovative brilliant blue FCF method for fluorescent staining of fungi and bacteria","year":2010,"lang":"en","type":"article","venue":"Biotechnic & Histochemistry","topic":"Microbial Metabolism and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Agriculture - Saskatchewan","keywords":"Staining; Brilliant green; Bacillus subtilis; Trichoderma harzianum; Bacteria; Fluorescent staining; Microbiology; Fluorescence; Biology; Chemistry; Food science; Botany; Biological pest control; Organic chemistry","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":[0.0002263597,0.0001544916,0.0001813724,0.00002797651,0.00007459796,0.00001248607,0.0002122668,0.0003079805,0.00001716045],"category_scores_gemma":[0.00007371588,0.0001590781,0.0000511466,0.0001135668,0.0001388209,0.000003766693,0.00007368665,0.0001397135,5.726478e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009333318,"about_ca_system_score_gemma":0.0001058862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001911446,"about_ca_topic_score_gemma":0.000006736124,"domain_scores_codex":[0.9991053,0.00001289399,0.00024921,0.0003915372,0.00005812629,0.0001829009],"domain_scores_gemma":[0.999064,0.00001164964,0.0001590632,0.0005041088,0.0001799341,0.00008123775],"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":[0.00004805265,0.00005276617,0.0000142656,0.00005308616,0.00001630093,1.546521e-7,0.00004232618,3.928805e-7,0.9850323,0.0002923096,0.001140072,0.013308],"study_design_scores_gemma":[0.0002843782,0.00006698538,0.000274209,0.000009095467,0.00001781639,0.00001188031,0.00003941079,0.00002782867,0.8877406,0.00002827085,0.1113355,0.0001640258],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552854,0.0005874452,0.04318279,0.00008707555,0.0000889931,0.0003546412,0.00030531,0.00002392533,0.00008437711],"genre_scores_gemma":[0.8731339,0.00009536938,0.1258813,0.00009671509,0.0002364962,0.00009003516,0.0003101618,0.00002439201,0.000131647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1101954,"threshold_uncertainty_score":0.6487015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007004819731981833,"score_gpt":0.2880175488011432,"score_spread":0.2810127290691613,"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."}}