{"id":"W2946775955","doi":"10.3390/jfb10020023","title":"Development of Highly pH-Sensitive Hybrid Membranes by Simultaneous Electrospinning of Amphiphilic Nanofibers Reinforced with Graphene Oxide","year":2019,"lang":"en","type":"article","venue":"Journal of Functional Biomaterials","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Materials science; Membrane; Electrospinning; Nanofiber; Graphene; Scanning electron microscope; Chemical engineering; Oxide; Fiber; Polymer; Polymer chemistry; Composite material; Nanotechnology; Chemistry","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":[0.0002596774,0.0001997282,0.0005890296,0.0001010993,0.00003305936,0.00001152714,0.0001166042,0.00008454634,0.0001797758],"category_scores_gemma":[0.0001152289,0.000151211,0.0001396806,0.0001626013,0.00007643541,0.0001108213,0.00002062803,0.00006703023,0.000006744572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007105491,"about_ca_system_score_gemma":0.00009793608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006295079,"about_ca_topic_score_gemma":1.258323e-7,"domain_scores_codex":[0.9981498,0.0000206666,0.0009621728,0.0001496456,0.0004988271,0.0002189637],"domain_scores_gemma":[0.9984297,0.00024785,0.0007144519,0.0001126049,0.0003877276,0.0001077171],"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":[0.001280279,0.00003195083,0.00002368432,0.0002128025,0.000398784,0.00001826183,0.00005228951,0.01086489,0.9869605,0.00008480286,0.00004591077,0.00002579262],"study_design_scores_gemma":[0.0008415598,0.0001569569,0.0000424385,0.0002009339,0.00006946824,0.0001683929,0.00006826856,0.0009132528,0.9970473,0.00001443701,0.000302951,0.0001740107],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962116,0.0000497082,0.003357203,0.0000433634,0.0001123433,0.00006784577,0.00002193635,0.00001581706,0.0001201879],"genre_scores_gemma":[0.9966601,0.00001069422,0.002916846,0.00002814533,0.00006961571,8.6201e-7,0.00002988722,0.00001954204,0.0002643555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01008678,"threshold_uncertainty_score":0.6166204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006357475166139599,"score_gpt":0.1936190193126341,"score_spread":0.1872615441464945,"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."}}