{"id":"W2350269550","doi":"","title":"Control of membrane fouling and regeneration in microfiltration separating of attapulgite by ceramics membranes","year":2013,"lang":"en","type":"article","venue":"","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Microfiltration; Membrane; Fouling; Ceramic membrane; Membrane fouling; Materials science; Ceramic; Flushing; Filter cake; Chemical engineering; Filtration (mathematics); Chromatography; Membrane technology; Chemistry; Composite material; Engineering; Mathematics","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":[0.0003510758,0.0003305549,0.0004185494,0.0002743696,0.000237638,0.0002827392,0.0002595593,0.0002554469,0.0002605812],"category_scores_gemma":[0.0003063558,0.0002073755,0.0004304771,0.0002105032,0.0002787598,0.0002864501,0.0002008306,0.0003184188,0.00008156699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002657401,"about_ca_system_score_gemma":0.0002480281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001103127,"about_ca_topic_score_gemma":0.001542088,"domain_scores_codex":[0.9997534,0.00003697186,0.00002585624,0.00004305617,0.00009172388,0.00004887565],"domain_scores_gemma":[0.9998699,0.00003509391,0.00003773006,0.00001411178,0.00002643405,0.00001661975],"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":[0.00006547301,0.00001407049,0.0001186417,0.00004553814,0.00000410063,0.00001501263,0.00002009924,0.0001215171,0.9978142,0.00001579985,0.000007935456,0.001757698],"study_design_scores_gemma":[0.000002762893,0.00007462144,0.0007642976,0.000001068915,0.000005855185,0.00001825948,0.000006341237,0.0005011137,0.9984663,0.000004898497,0.0001514105,0.000003191059],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975811,0.0006207498,0.001558586,0.00001910162,0.000006652915,0.000009452705,0.00001525893,0.00003204644,0.0001570908],"genre_scores_gemma":[0.9954485,0.0006265877,0.003391413,0.00001046459,0.000004429409,0.00001181792,0.00003821492,0.00001138276,0.0004572438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001103127,"threshold_uncertainty_score":0.002193391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007792008669382849,"score_gpt":0.2202379558821262,"score_spread":0.2124459472127434,"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."}}