{"id":"W4387310511","doi":"10.2175/193864718825158990","title":"Coca Cola Membrane Bioreactor Wastewater Treatment System","year":2023,"lang":"en","type":"article","venue":"Proceedings of the Water Environment Federation","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Membrane bioreactor; Wastewater; Effluent; Sewage treatment; Waste management; Bioreactor; Aeration; Environmental science; Pulp and paper industry; Engineering; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003361601,0.001391569,0.000980034,0.001478269,0.001128714,0.001389815,0.0009402162,0.001118921,0.01513693],"category_scores_gemma":[0.0003923525,0.0002651979,0.0006684485,0.001665655,0.0001956114,0.0005332332,0.0007668015,0.0007180209,0.01128195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0020235,"about_ca_system_score_gemma":0.00185469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01956985,"about_ca_topic_score_gemma":0.01596516,"domain_scores_codex":[0.998657,0.000141273,0.0001295991,0.0002926924,0.0005727515,0.0002066668],"domain_scores_gemma":[0.9995239,0.00002177533,0.00004887283,0.00002563936,0.0003072069,0.00007266691],"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":[0.0006699456,0.0005036165,0.004294461,0.001409828,0.00006456573,0.0005949824,0.00009226632,0.00167962,0.9025846,0.0006082425,0.02317566,0.06432238],"study_design_scores_gemma":[0.0002549249,0.001399807,0.02370244,0.0003087186,0.000216052,0.001308973,0.0002870523,0.01124474,0.6919546,0.0001996158,0.2689703,0.0001529746],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6108528,0.01500697,0.1086727,0.004387269,0.002809439,0.006381156,0.04254467,0.01998241,0.1893626],"genre_scores_gemma":[0.7408921,0.006363368,0.07863559,0.002036268,0.0002159585,0.003217985,0.04465277,0.0006588771,0.1233271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01956985,"threshold_uncertainty_score":0.05063808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0115165310404712,"score_gpt":0.1785503000996077,"score_spread":0.1670337690591365,"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."}}