{"id":"W2049843321","doi":"10.1002/bit.10426","title":"Determination of biomass detachment rate coefficients in anaerobic fluidized‐bed‐GAC reactors","year":2002,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Biomass (ecology); Fluidized bed; Chemistry; Bioreactor; Anaerobic exercise; Particle size; Chromatography; Pulp and paper industry; Analytical Chemistry (journal); Ecology; Biology; 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":[0.001153861,0.0008718241,0.0008439147,0.001194163,0.0003742911,0.0007713267,0.0005567887,0.0005827575,0.0001354253],"category_scores_gemma":[0.002509892,0.000439087,0.0003779392,0.0008178748,0.0003795104,0.0005440525,0.0003337519,0.0009872697,0.0001985311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009910696,"about_ca_system_score_gemma":0.0005615239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004739438,"about_ca_topic_score_gemma":0.004486553,"domain_scores_codex":[0.9991098,0.0001423279,0.00006529204,0.0001244915,0.0004465008,0.0001115468],"domain_scores_gemma":[0.9989578,0.0004727507,0.0001598598,0.00006530178,0.0002714744,0.00007287775],"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":[0.0001510379,0.00005344933,0.002904581,0.00008566737,0.00001381906,0.00004022258,0.0001039622,0.002145887,0.9879401,0.0001323048,0.00002713192,0.006401955],"study_design_scores_gemma":[0.00001710967,0.0002216976,0.01513653,0.00001609839,0.00002586928,0.0001054789,0.00007465363,0.02010109,0.9630801,0.0001394849,0.001036792,0.00004513916],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758361,0.001464586,0.02185979,0.00005394559,0.00002174307,0.00005841092,0.0001473432,0.0001055874,0.000452422],"genre_scores_gemma":[0.9677792,0.001782217,0.02910293,0.00002777364,0.000007408392,0.00009406704,0.0004060444,0.00002638599,0.0007739615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004739438,"threshold_uncertainty_score":0.009423673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007403972165927805,"score_gpt":0.189445582830684,"score_spread":0.1820416106647562,"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."}}