{"id":"W4309462642","doi":"10.3390/coatings12111764","title":"TiO2 Photocatalytic Ultrafiltration Membrane Developed with Suspension Plasma Spray Process","year":2022,"lang":"en","type":"article","venue":"Coatings","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Concordia University","funders":"","keywords":"Materials science; Membrane; Suspension (topology); Titanium dioxide; Photocatalysis; Ultrafiltration (renal); Chemical engineering; Microstructure; Particle size; Porosity; Aqueous solution; Chromatography; Composite material; Chemistry; Organic chemistry","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":[0.0002968014,0.000498139,0.0004771224,0.0003021591,0.0002582313,0.0003189463,0.0004971161,0.0007570353,0.0005311544],"category_scores_gemma":[0.0002127053,0.0002377051,0.0005797067,0.0003519655,0.0001949558,0.0005576345,0.0002684511,0.0005997736,0.0003268839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005287626,"about_ca_system_score_gemma":0.0003007775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00139773,"about_ca_topic_score_gemma":0.001299678,"domain_scores_codex":[0.9997588,0.00002096271,0.00001572027,0.00006397198,0.0001021453,0.00003837259],"domain_scores_gemma":[0.9999092,0.000008765223,0.00001887116,0.000008926492,0.00004650718,0.000007768358],"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":[0.00001002855,0.000006275435,0.00002994117,0.00002933913,0.000002734231,0.00002142079,0.000007188197,0.00004519688,0.9988142,0.00004778456,0.00002244717,0.0009635424],"study_design_scores_gemma":[0.000007477051,0.00005988904,0.000557533,0.000001559419,0.000007045904,0.0001118155,0.000005547911,0.001361024,0.9966428,0.00002243033,0.001218312,0.000004538509],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9035079,0.002595596,0.0890104,0.0002462396,0.0001108101,0.0001555976,0.00034389,0.0007222635,0.003307317],"genre_scores_gemma":[0.9493421,0.001550857,0.04477449,0.00008670341,0.00002977725,0.0001201937,0.0003774518,0.0000506982,0.00366773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00139773,"threshold_uncertainty_score":0.003836513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01568272918245648,"score_gpt":0.2388854770238306,"score_spread":0.2232027478413741,"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."}}