{"id":"W2221277184","doi":"10.11113/jt.v77.5455","title":"WATER TREATMENT PERFOMANCE: APPLICATION OF ELECTROSPUN NANOFIBERS","year":2015,"lang":"en","type":"article","venue":"Jurnal Teknologi","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Electrospinning; Membrane; Microfiltration; Nanofiber; Filtration (mathematics); Materials science; Permeability (electromagnetism); Water treatment; Chemical engineering; Composite material; Chemistry; Environmental engineering; Environmental science; Polymer; 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":[0.0002230837,0.0004417542,0.0001501677,0.0002746421,0.0002168786,0.0002498885,0.0001219766,0.0004940694,0.0009509388],"category_scores_gemma":[0.0002218566,0.00008229405,0.0002125892,0.0001090411,0.0001361089,0.000526051,0.0001561519,0.0001478997,0.0001730859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001646745,"about_ca_system_score_gemma":0.0001036493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003067536,"about_ca_topic_score_gemma":0.0006251667,"domain_scores_codex":[0.9998503,0.00002126223,0.000008480209,0.00003717068,0.00006069414,0.00002216677],"domain_scores_gemma":[0.9999039,0.00002241492,0.00002950168,0.000005725698,0.0000291297,0.000009301547],"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":[0.00001912827,0.00001680816,0.00006969584,0.00005414919,0.000002250958,0.00004496119,0.000009729381,0.00007118144,0.9975096,0.00002606824,0.000008276305,0.002168094],"study_design_scores_gemma":[0.000002234162,0.0002106815,0.0006854686,0.000004404513,0.000005057766,0.00007142679,0.00001248632,0.0002358949,0.99803,0.00001408938,0.0007246675,0.000003528379],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836142,0.003714803,0.00968299,0.0000866412,0.00004845229,0.00006851269,0.00008136611,0.00008741038,0.002615634],"genre_scores_gemma":[0.9851257,0.001863342,0.01050628,0.00004682214,0.00003239599,0.00003534422,0.0000779065,0.00001911628,0.002293155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009509388,"threshold_uncertainty_score":0.003181159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01798017182719453,"score_gpt":0.2721140095560504,"score_spread":0.2541338377288559,"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."}}