{"id":"W3202356826","doi":"10.21127/yaoyigc20200022","title":"Electrospinning as an Important Tool for Fabrication of Nanofibers for Advanced Applications—a Brief Review","year":2021,"lang":"en","type":"article","venue":"General Chemistry","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Electrospinning; Nanofiber; Fabrication; Nanotechnology; Materials science; Computer science; Composite material; Polymer; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000440248,0.0001591425,0.0003024684,0.00001202545,0.0001514281,0.00002447308,0.0003340309,0.0001088772,0.0001588259],"category_scores_gemma":[0.0001517121,0.000167013,0.0001264093,0.0003356251,0.00008368275,0.00009734152,0.00004023846,0.00005583357,0.000004546529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000943723,"about_ca_system_score_gemma":0.0003348376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003492409,"about_ca_topic_score_gemma":7.554227e-7,"domain_scores_codex":[0.9982495,0.00001798869,0.0006025285,0.0005616948,0.0002240266,0.0003442584],"domain_scores_gemma":[0.9982452,0.00008917342,0.0003557861,0.0006292862,0.0005742747,0.000106287],"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":[0.00001825269,0.00007594111,0.00001756729,0.0009897617,0.000008584239,1.729419e-7,0.000007983159,0.000001938716,0.9898027,0.0015931,0.002480629,0.005003374],"study_design_scores_gemma":[0.0003337823,0.00004842747,0.00001249196,0.0000983516,0.00005166033,0.00001401663,0.000005486504,0.00008289124,0.9314772,0.004362609,0.06332625,0.0001868003],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3145743,0.02573836,0.6489875,0.003604173,0.0002114103,0.004879266,0.0006351707,0.0003542551,0.001015495],"genre_scores_gemma":[0.0297957,0.003793539,0.9411331,0.003081477,0.0009411044,0.01306118,0.003791511,0.0001084824,0.004293941],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2921456,"threshold_uncertainty_score":0.6810592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007480880613004099,"score_gpt":0.2908429228480573,"score_spread":0.2833620422350532,"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."}}