{"id":"W2335989635","doi":"10.1016/j.biortech.2016.04.080","title":"Influences of acid–base property of membrane on interfacial interactions related with membrane fouling in a membrane bioreactor based on thermodynamic assessment","year":2016,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University","funders":"Natural Science Foundation of Zhejiang Province; National Natural Science Foundation of China","keywords":"Membrane; Polyvinylidene fluoride; Membrane fouling; Fouling; Membrane bioreactor; Chemistry; Chemical engineering; Bioreactor; Chromatography; Organic chemistry; Biochemistry; Engineering","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":[0.0003915112,0.0002019786,0.0002123696,0.0001950951,0.0002383314,0.000367578,0.0001911759,0.0002540285,0.0004460668],"category_scores_gemma":[0.0005339785,0.0001389854,0.0003069832,0.0001733761,0.0001894157,0.0003164523,0.0001901736,0.000326195,0.00009762897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002592,"about_ca_system_score_gemma":0.0001886409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00126691,"about_ca_topic_score_gemma":0.001474183,"domain_scores_codex":[0.999821,0.00005068445,0.00001486373,0.00002529146,0.00006394003,0.00002423462],"domain_scores_gemma":[0.9997701,0.00009628393,0.00003351085,0.00001095153,0.00006544351,0.00002371964],"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":[0.0003628128,0.00003420676,0.001016301,0.00003807526,0.00001458432,0.00003973329,0.00002102947,0.0004537044,0.9957173,0.0000543216,0.000014825,0.002232948],"study_design_scores_gemma":[0.000004515037,0.0001273429,0.003022917,0.000001939759,0.00002387398,0.00002691619,0.00002365729,0.004368351,0.9922661,0.00002021102,0.0001075321,0.000006542369],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973184,0.0003369553,0.001958896,0.00002696541,0.00001049792,0.000005270729,0.00002694926,0.00001047348,0.0003056946],"genre_scores_gemma":[0.9990029,0.0001587632,0.0006250329,0.000009345815,0.000003470102,0.000004036418,0.00001945336,0.000002391941,0.0001746139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00126691,"threshold_uncertainty_score":0.002519071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01295170089399054,"score_gpt":0.2542619590779739,"score_spread":0.2413102581839834,"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."}}