{"id":"W1488978869","doi":"10.6000/1929-6037.2015.04.02.5","title":"A Pilot-Plant Test of a Membrane Bioreactor with a Novel Membrane Made from Chlorinated Poly (Vinyl Chloride) (CPVC) and Hydroxy-Propyl Cellulose","year":2015,"lang":"en","type":"article","venue":"Journal of Membrane and Separation Technology","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chlorinated polyvinyl chloride; Membrane; Vinyl chloride; Cellulose; Chemistry; Polyvinyl chloride; Chloride; Polymer chemistry; Nuclear chemistry; Organic chemistry; Biochemistry; Polymer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0006130583,0.0008978071,0.0008390801,0.0002600575,0.0005090158,0.000440923,0.0008103908,0.001364544,0.0008662492],"category_scores_gemma":[0.0005985262,0.0002665315,0.001041279,0.0002782192,0.0002537532,0.0004753989,0.0003617044,0.0009337261,0.0003551502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003047527,"about_ca_system_score_gemma":0.0003956559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002489255,"about_ca_topic_score_gemma":0.001647787,"domain_scores_codex":[0.9995083,0.0001069901,0.00004594246,0.0001166076,0.0001359056,0.00008619783],"domain_scores_gemma":[0.9993246,0.0002735657,0.00008737967,0.00006563856,0.0001468017,0.0001022118],"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":[0.0004775515,0.0009485474,0.0005659899,0.0001606322,0.00003490482,0.0001668293,0.00004674989,0.0003253495,0.995462,0.00002003777,0.00004589746,0.001745594],"study_design_scores_gemma":[0.0000945812,0.01062207,0.003879799,0.000009507247,0.0000694546,0.0001764102,0.00006889334,0.001453184,0.9831524,0.00001768944,0.0004377596,0.00001822931],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954175,0.0001845925,0.003338407,0.00008350107,0.0000577781,0.0001981201,0.0002435866,0.0001101233,0.0003664732],"genre_scores_gemma":[0.9900548,0.0003051744,0.007756738,0.00008594659,0.00001884947,0.0001699166,0.0004378507,0.00001998012,0.00115067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002489255,"threshold_uncertainty_score":0.00494957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0214470916105897,"score_gpt":0.2397007145992902,"score_spread":0.2182536229887005,"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."}}