{"id":"W4386099018","doi":"10.3390/membranes13090750","title":"A Comparative Study of the Self-Cleaning and Filtration Performance of Suspension Plasma-Sprayed TiO2 Ultrafiltration and Microfiltration Membranes","year":2023,"lang":"en","type":"article","venue":"Membranes","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Microfiltration; Membrane; Ultrafiltration (renal); Filtration (mathematics); Materials science; Fouling; Suspension (topology); Titanium dioxide; Chemical engineering; Chromatography; Membrane fouling; Chemistry; 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":[0.0006190437,0.0003612474,0.0004618827,0.0003088783,0.0002596472,0.0004137507,0.0002900234,0.0006790387,0.000305874],"category_scores_gemma":[0.0007042859,0.0001317819,0.0006064611,0.0002380714,0.0001837289,0.0007045436,0.0001590227,0.0003251276,0.0001314525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003461985,"about_ca_system_score_gemma":0.0002094028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000864834,"about_ca_topic_score_gemma":0.0007086036,"domain_scores_codex":[0.999572,0.00006384399,0.00003137096,0.00007474597,0.0001834131,0.00007470905],"domain_scores_gemma":[0.9996245,0.0001264325,0.00006901404,0.00002689282,0.0001306085,0.00002258572],"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":[0.00003037701,0.00001127082,0.0001975853,0.00004670376,0.00001063128,0.00002256973,0.00002102684,0.00005245239,0.9979075,0.00001666084,0.00001025744,0.001673099],"study_design_scores_gemma":[0.000002224625,0.0001395327,0.002690203,0.000002121323,0.00001641253,0.0001014999,0.00001743876,0.0004620416,0.9961283,0.00001067436,0.0004240646,0.000005373326],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907662,0.002344536,0.006327555,0.00005237641,0.00002058534,0.00001468394,0.00006311834,0.00005081509,0.0003602651],"genre_scores_gemma":[0.9915171,0.001377962,0.006038569,0.00004608023,0.0000167181,0.00001666398,0.0001578806,0.00002272051,0.0008064728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000864834,"threshold_uncertainty_score":0.003273845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02120126217898727,"score_gpt":0.2462747958268376,"score_spread":0.2250735336478503,"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."}}