{"id":"W2051091417","doi":"10.1002/bit.20603","title":"Detachment of multi species biofilm in circulating fluidized bed bioreactor","year":2005,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Anoxic waters; Biofilm; Bioreactor; Chemistry; Biomass (ecology); Volatile suspended solids; Fluidized bed; Environmental chemistry; Microbiology; Biology; Bacteria; Environmental engineering; Suspended solids; Ecology; Environmental science; Wastewater; Organic chemistry","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":[0.0005197171,0.0006507275,0.0006604443,0.0002605784,0.0004349675,0.0006515051,0.0004706142,0.0005879343,0.0003277808],"category_scores_gemma":[0.0007878791,0.0002026696,0.0004247884,0.0001671519,0.0002125276,0.0007318081,0.0006084731,0.0005441629,0.0001970277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006571847,"about_ca_system_score_gemma":0.0004800686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002931619,"about_ca_topic_score_gemma":0.003417118,"domain_scores_codex":[0.9994174,0.00007877705,0.00003539417,0.0001163396,0.0002541388,0.00009797428],"domain_scores_gemma":[0.9996327,0.00008312146,0.00007681805,0.00002315758,0.0001214699,0.000062707],"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":[0.0001080918,0.00002730407,0.001266858,0.00008762119,0.000008417535,0.00005678248,0.00007043892,0.0004805244,0.9918969,0.00004444018,0.00004731283,0.005905356],"study_design_scores_gemma":[0.00003840593,0.001010731,0.01215856,0.00002461639,0.00004961061,0.0005295156,0.0001652284,0.01679199,0.9667966,0.0001441787,0.002252963,0.00003770748],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897819,0.001312595,0.008429122,0.00007524793,0.00005370255,0.00001805181,0.00003214521,0.00004242246,0.0002548072],"genre_scores_gemma":[0.9831517,0.0007510053,0.01430578,0.00007528349,0.00002208091,0.00002171738,0.0002026747,0.00001395165,0.001455903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002931619,"threshold_uncertainty_score":0.005829096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01270555654952834,"score_gpt":0.2065477024844835,"score_spread":0.1938421459349551,"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."}}