{"id":"W3201476756","doi":"10.1002/app.51661","title":"Physicochemical characteristics of polysulfone nanofiber membranes with iron oxide nanoparticles via electrospinning","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Ministry of Education – Kingdom of Saudi Arabi; Universiti Teknologi Malaysia; Polytechnique Montréal","keywords":"Polysulfone; Electrospinning; Materials science; Membrane; Contact angle; Nanofiber; Wetting; Chemical engineering; Porosity; Nanoparticle; Scanning electron microscope; Composite material; Nanotechnology; Polymer; Chemistry","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":[0.0003262945,0.0003901093,0.0001487095,0.0002905991,0.0001671627,0.0001911479,0.0001172396,0.0003383368,0.0004134475],"category_scores_gemma":[0.0004005969,0.0001496378,0.0002421008,0.0001642804,0.0001793772,0.0003495969,0.0001195316,0.0002314228,0.0001374841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002725623,"about_ca_system_score_gemma":0.0001398466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007818241,"about_ca_topic_score_gemma":0.001176045,"domain_scores_codex":[0.9998599,0.00001505247,0.00001374886,0.00002777766,0.00006253932,0.00002094509],"domain_scores_gemma":[0.9997721,0.00005567021,0.00008148221,0.000009976056,0.0000599114,0.0000207224],"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":[0.00001071613,0.000004064215,0.00005599588,0.00001390837,0.000001514866,0.00001668933,0.00001106734,0.00005122138,0.9994444,0.00001890449,0.000007153023,0.0003643289],"study_design_scores_gemma":[0.000003223968,0.00005132371,0.002004503,0.000003785902,0.000005652938,0.00004233453,0.00001206209,0.0006915792,0.9968159,0.00001322778,0.0003520501,0.000004370152],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952938,0.0005390511,0.003267654,0.00005076592,0.00001630892,0.00001759103,0.0001057908,0.00004438825,0.0006646209],"genre_scores_gemma":[0.9946268,0.0004639085,0.00345903,0.00002172399,0.000009110435,0.00002842346,0.0001284882,0.00001577391,0.001246629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007818241,"threshold_uncertainty_score":0.001977563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004735952338280013,"score_gpt":0.2235086288809254,"score_spread":0.2187726765426454,"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."}}