{"id":"W1975905953","doi":"10.1016/j.biotechadv.2013.01.002","title":"Electrospun cellulose acetate nanofibers: The present status and gamut of biotechnological applications","year":2013,"lang":"en","type":"review","venue":"Biotechnology Advances","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":340,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Electrospinning; Nanofiber; Nanotechnology; Context (archaeology); Cellulose acetate; Materials science; Textile; Nanocomposite; Nanocellulose; Cellulose; Chemical engineering; Polymer; Engineering; Composite material; Biology","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003660397,0.0006116444,0.001533731,0.0003419069,0.0003041336,0.00005702643,0.001825804,0.001719124,0.0001331633],"category_scores_gemma":[0.00007472798,0.0003625795,0.000229244,0.001467205,0.004467322,0.0001444297,0.0007473564,0.0008901884,0.0002781722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001301789,"about_ca_system_score_gemma":0.0002046101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002209794,"about_ca_topic_score_gemma":0.000005877145,"domain_scores_codex":[0.996365,0.0001654502,0.001054528,0.001112888,0.0003666227,0.0009355822],"domain_scores_gemma":[0.9965529,0.0006814114,0.001056169,0.001480814,0.00009729659,0.0001313516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000305504,0.0001006277,9.861105e-7,0.001665945,0.00005254192,0.00000152113,0.000008851644,8.200609e-8,0.01741702,0.02873356,0.0003934027,0.9516224],"study_design_scores_gemma":[0.0001007679,0.0001486928,4.736918e-7,0.0003843598,0.00023729,0.00005931322,0.00001955063,0.000002519534,0.07987808,0.008729207,0.910099,0.0003407629],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004240949,0.9849563,0.00978081,0.001326079,0.000113673,0.003001916,0.0001125247,0.0005246118,0.0001416323],"genre_scores_gemma":[0.00002567187,0.960521,0.03555525,0.00002938114,0.00007772167,0.003380739,0.00004905978,0.00004924275,0.0003119516],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9512817,"threshold_uncertainty_score":0.9998826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01836929287372979,"score_gpt":0.3060097611608762,"score_spread":0.2876404682871465,"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."}}