{"id":"W2056004079","doi":"10.1080/09593330.2011.579182","title":"A novel fluidized bed respirometric technique for determination of<i>in situ</i>biofilm kinetics","year":2011,"lang":"en","type":"article","venue":"Environmental Technology","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Respirometer; Respirometry; Fluidized bed; Biomass (ecology); Bioreactor; Chemistry; Pulp and paper industry; Saturation (graph theory); Fluidization; Environmental chemistry; Environmental engineering; Environmental science; Ecology; Oxygen; Biology; Biochemistry; Mathematics","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":[0.0007171162,0.001120028,0.001010506,0.0006689911,0.0002455265,0.0007812134,0.001304689,0.001114676,0.0005082822],"category_scores_gemma":[0.001143964,0.0004065789,0.0004806263,0.0004880016,0.0003309257,0.001014871,0.000522968,0.001113365,0.0005725086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005021749,"about_ca_system_score_gemma":0.0003713166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007094503,"about_ca_topic_score_gemma":0.00117394,"domain_scores_codex":[0.9991358,0.0001711862,0.00007906648,0.0002620217,0.0003059571,0.00004591473],"domain_scores_gemma":[0.9991559,0.0002151723,0.0002324452,0.00007068257,0.0002642632,0.00006152309],"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":[0.00002201245,0.00001353056,0.0005804228,0.0001068068,0.000008344123,0.00002228712,0.00001513655,0.00008683531,0.9940871,0.00004354331,0.00005526203,0.004958761],"study_design_scores_gemma":[0.000009534759,0.0003150272,0.004578601,0.00001634839,0.00004451351,0.0004380402,0.00003127332,0.005026756,0.9863049,0.00007505243,0.003114724,0.00004522243],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3783298,0.01417724,0.60013,0.0003366435,0.0004483152,0.0005050076,0.001712235,0.002220596,0.00214009],"genre_scores_gemma":[0.4896443,0.006969794,0.4972384,0.0003184901,0.0001347689,0.000714623,0.001436901,0.000164476,0.003378284],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001304689,"threshold_uncertainty_score":0.003792524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01727512450565226,"score_gpt":0.2191299221984716,"score_spread":0.2018547976928193,"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."}}