{"id":"W2960389526","doi":"10.1080/10962247.2019.1631904","title":"Effect of diffusion limitation and substrate inhibition on steady states of a biofilm reactor treating a single pollutant","year":2019,"lang":"en","type":"article","venue":"Journal of the Air & Waste Management Association","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; University of Calgary","funders":"","keywords":"Steady state (chemistry); Biofilter; Kinetics; Diffusion; Chemistry; Saturation (graph theory); Biofilm; Degradation (telecommunications); Thermodynamics; Drop (telecommunication); Bioreactor; Environmental engineering; Environmental science; Mathematics; Physics; Physical chemistry; Bacteria; 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":[0.0005847945,0.0004049632,0.0005423597,0.0002540687,0.0002825858,0.0008709137,0.0004328151,0.0005632129,0.001212185],"category_scores_gemma":[0.001180442,0.0002718906,0.000433391,0.0001759067,0.0003564107,0.0005135172,0.0003719763,0.0006622308,0.0002885506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000508228,"about_ca_system_score_gemma":0.0005541679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001619153,"about_ca_topic_score_gemma":0.001230635,"domain_scores_codex":[0.9995789,0.00006110885,0.00005601698,0.0001016972,0.0001249981,0.00007731507],"domain_scores_gemma":[0.9988132,0.0007904622,0.0001275573,0.00006172298,0.0001255816,0.00008148498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001131664,0.0002449897,0.001584452,0.0001320265,0.00003286076,0.00008843454,0.0001069644,0.001352956,0.9909909,0.0001717025,0.00007504756,0.00408804],"study_design_scores_gemma":[0.00001843293,0.0007300242,0.003186306,0.000007840439,0.00002589059,0.00003695875,0.00004073764,0.00525633,0.9903861,0.00005330827,0.0002427669,0.00001543959],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996902,0.0004546767,0.001686832,0.00008376058,0.00003150952,0.00001374925,0.0001886469,0.00004646505,0.0005924014],"genre_scores_gemma":[0.9984843,0.0001864084,0.0008421566,0.0000233228,0.000005042207,0.00001861521,0.000115933,0.000007829194,0.0003164475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001619153,"threshold_uncertainty_score":0.004055142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005541361470557951,"score_gpt":0.2058065299590018,"score_spread":0.2002651684884438,"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."}}