{"id":"W4200033751","doi":"10.3390/nitrogen2040032","title":"Changes in BNR Microbial Community in Response to Different Selection Pressure","year":2021,"lang":"en","type":"article","venue":"Nitrogen","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nitrospira; Flavobacterium; Nitrification; Microbiology; Chemistry; Sequencing batch reactor; Biofilm; Environmental chemistry; Autotroph; Microbial population biology; Extracellular polymeric substance; Biology; Bacteria; Food science; Wastewater; Pseudomonas; Nitrogen; Environmental engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002956119,0.0004067929,0.0005349633,0.0002754159,0.0002804488,0.0005190377,0.0002474975,0.00034053,0.0008303382],"category_scores_gemma":[0.0005756271,0.0001420043,0.0002249601,0.0002022325,0.0001847964,0.0003921915,0.0006298394,0.0003732647,0.0002607728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002319846,"about_ca_system_score_gemma":0.000248362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001117408,"about_ca_topic_score_gemma":0.001500343,"domain_scores_codex":[0.9993886,0.0000832452,0.00003346236,0.0001919356,0.0001988295,0.0001039132],"domain_scores_gemma":[0.9996682,0.00003179828,0.00007818108,0.00001780395,0.0001048167,0.00009910376],"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":[0.0002321701,0.00004885923,0.006286443,0.00003984072,0.00001068615,0.00007285047,0.0000803386,0.00003874575,0.9882252,0.00002197169,0.00003282062,0.004910012],"study_design_scores_gemma":[0.00004027804,0.00237904,0.5438685,0.00003768686,0.00008109429,0.0009553981,0.0009437569,0.002235946,0.4433621,0.00027755,0.005748873,0.00006983115],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983634,0.0002602374,0.0005225647,0.00004388366,0.00001605406,0.00001507583,0.0001718844,0.00001724056,0.0005895646],"genre_scores_gemma":[0.9947038,0.0003856782,0.001774682,0.0001639554,0.00002219721,0.00006450734,0.0008483654,0.00002225032,0.002014493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001117408,"threshold_uncertainty_score":0.002777815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01450968405457583,"score_gpt":0.2294838995477859,"score_spread":0.21497421549321,"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."}}