{"id":"W908357607","doi":"10.1016/j.polymer.2015.07.018","title":"An analysis of the tensile properties of nanofiber mats","year":2015,"lang":"en","type":"article","venue":"Polymer","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Nanofiber; Ultimate tensile strength; Materials science; Composite material; Porosity; Modulus; Tensile testing; Fiber","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002053254,0.00006432855,0.0001903064,0.00007195772,0.00003586726,0.00000941798,0.0003759613,0.00004348659,0.0002019516],"category_scores_gemma":[0.00001915744,0.00003611312,0.00006971532,0.0007409899,0.000357435,0.00006574665,0.00006235435,0.00002555577,0.00002384984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001736668,"about_ca_system_score_gemma":0.00007087704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003324212,"about_ca_topic_score_gemma":0.00002446918,"domain_scores_codex":[0.9991046,0.0000582704,0.0002297621,0.0001456904,0.0003224848,0.000139238],"domain_scores_gemma":[0.9991327,0.00001970666,0.0001315082,0.0005288658,0.00011648,0.00007073648],"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":[0.000008495669,0.00007038639,0.00253439,0.000005204512,0.00003284684,3.948809e-8,0.0003319026,0.000004603883,0.9957134,0.0008721664,0.0003121104,0.0001144942],"study_design_scores_gemma":[0.0000686786,0.00002615522,0.003606342,0.000007063394,0.0001797338,6.833453e-7,0.00006088919,0.0002135679,0.9955229,0.0001039047,0.00016099,0.00004913416],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980522,0.0004643745,0.0002420376,0.0003802545,0.00008926463,0.00009258163,0.0000219197,0.00001710891,0.000640298],"genre_scores_gemma":[0.9984777,0.000001782455,0.0008113285,0.0001363456,0.00002088252,0.00001684409,0.000002567245,0.000006479543,0.0005260567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001071952,"threshold_uncertainty_score":0.2211229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0246345508512093,"score_gpt":0.2598205758308102,"score_spread":0.2351860249796009,"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."}}