{"id":"W4400697411","doi":"10.1016/j.seppur.2024.128834","title":"Antibiotic oxidation and fouling control of ceramic microfiltration membrane through effective heterogeneous electro-Fenton process based on nitrogen-doped carbon nanotubes and Cu-Fe bimetallic oxides","year":2024,"lang":"en","type":"article","venue":"Separation and Purification Technology","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"Natural Science Foundation of Fujian Province; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Bimetallic strip; Carbon nanotube; Microfiltration; Materials science; Ceramic membrane; Fouling; Chemical engineering; Membrane; Membrane fouling; Carbon fibers; Ceramic; Chemistry; Nanotechnology; Metallurgy; Metal; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001240334,0.000231787,0.0001869518,0.0001635639,0.0001803682,0.0001792162,0.0002298919,0.0003119064,0.0001943925],"category_scores_gemma":[0.000121042,0.0001155051,0.0002720674,0.00009564229,0.0001574615,0.0001951947,0.0001379649,0.0002035876,0.00004680093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002599603,"about_ca_system_score_gemma":0.0001902079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001202584,"about_ca_topic_score_gemma":0.002176248,"domain_scores_codex":[0.9998803,0.0000102683,0.00000927754,0.00002580107,0.0000448914,0.00002942573],"domain_scores_gemma":[0.9999455,0.00000929734,0.00001665022,0.000003974829,0.00001710967,0.000007375099],"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":[0.00005319206,0.00001407021,0.0001109839,0.00002589806,0.000003245367,0.00002033945,0.000009759897,0.00009450009,0.9983924,0.00004169657,0.00001925827,0.001214743],"study_design_scores_gemma":[0.00000295104,0.00006340963,0.0006867285,8.904194e-7,0.000006385015,0.00002666532,0.000006545738,0.001273338,0.9977155,0.000007587449,0.0002071895,0.000002735467],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972948,0.0004093273,0.001838984,0.00003269615,0.00001938236,0.000006539729,0.00001938535,0.00003004588,0.0003488171],"genre_scores_gemma":[0.9982107,0.000193579,0.001075054,0.0000111441,0.000004248255,0.0000042797,0.00001878303,0.000002410723,0.0004797546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001202584,"threshold_uncertainty_score":0.00239116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007736987800118896,"score_gpt":0.2591484248825928,"score_spread":0.2514114370824739,"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."}}