{"id":"W4360613147","doi":"10.1002/0471440264.pst689","title":"Polymer Nanofibers","year":2023,"lang":"en","type":"other","venue":"Encyclopedia of Polymer Science and Technology","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Nanofiber; Materials science; Nanotechnology; Polymer; Computer science; Composite material","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":[0.000132455,0.0004780288,0.0001438261,0.0008075998,0.0003134296,0.0003431627,0.0002136719,0.0004105945,0.01208393],"category_scores_gemma":[0.0001448156,0.0001088949,0.0001898714,0.0003409814,0.0001067259,0.0005555226,0.0002158311,0.0003796963,0.00452572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002510154,"about_ca_system_score_gemma":0.0001146026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002106915,"about_ca_topic_score_gemma":0.0003505881,"domain_scores_codex":[0.9998363,0.00001007678,0.00001033173,0.00005051734,0.00007532935,0.00001736825],"domain_scores_gemma":[0.999922,0.00001520249,0.00002029203,0.000006122396,0.00002769075,0.000008758893],"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":[0.00008219794,0.00009780387,0.000174569,0.001103863,0.00002815639,0.0005741845,0.00007544417,0.0008832131,0.7790722,0.008310281,0.01133894,0.1982592],"study_design_scores_gemma":[0.00001729128,0.0002244027,0.0008687,0.0001357405,0.0000181441,0.0008565013,0.00002887361,0.001342721,0.6087901,0.001295217,0.3863997,0.00002257622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1732593,0.09934281,0.1137215,0.002247907,0.004406941,0.0006969862,0.002962974,0.002908866,0.6004528],"genre_scores_gemma":[0.4872115,0.05100869,0.05964568,0.001576626,0.0007934583,0.0005938978,0.002409535,0.0003095916,0.396451],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01208393,"threshold_uncertainty_score":0.04042482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004300500178780021,"score_gpt":0.23843501015241,"score_spread":0.23413450997363,"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."}}