{"id":"W4409198577","doi":"10.1016/b978-0-443-22228-3.00015-x","title":"Application of electrospun/electrosprayed bioactive-loaded structures in films and coatings","year":2025,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Materials science; Nanotechnology; Chemical engineering; Engineering","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":[0.000135291,0.000393941,0.0001672724,0.0002803173,0.0001989918,0.0005537339,0.0003223621,0.0004271819,0.00200527],"category_scores_gemma":[0.00008897091,0.0002535632,0.0002457169,0.0002195923,0.0001998915,0.0006480177,0.000253745,0.0004890845,0.0005350347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003895469,"about_ca_system_score_gemma":0.0001246833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003109178,"about_ca_topic_score_gemma":0.001201965,"domain_scores_codex":[0.9999356,0.000002099959,0.000003465432,0.00002038323,0.0000304609,0.000007889043],"domain_scores_gemma":[0.9999686,0.00001010818,0.000006730108,0.000003440066,0.000007405407,0.000003711452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009844121,0.000009715248,0.00001120024,0.00007589604,0.00000239772,0.00005213752,0.00001871042,0.00008699167,0.9908118,0.0004456369,0.0001697432,0.008306078],"study_design_scores_gemma":[0.000005910717,0.00008139768,0.0003816865,0.00001849102,0.000009670007,0.0002096518,0.00001847298,0.00100035,0.9868491,0.0003304816,0.01108847,0.000006403975],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6937442,0.09165154,0.09052411,0.0009490654,0.001765805,0.0002325265,0.000568885,0.001415901,0.119148],"genre_scores_gemma":[0.8143548,0.03614357,0.04509576,0.0004704936,0.0003233245,0.0001018212,0.0003899594,0.0003408219,0.1027794],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00200527,"threshold_uncertainty_score":0.006708324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005661674677758896,"score_gpt":0.2390696957356074,"score_spread":0.2334080210578485,"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."}}