{"id":"W4378364152","doi":"10.1016/j.polymer.2023.126045","title":"Highly porous biobased membranes via electrospinning of PBS and CTAB","year":2023,"lang":"en","type":"article","venue":"Polymer","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Université Laval","funders":"","keywords":"Membrane; Chemical engineering; Electrospinning; Materials science; Nanofiber; Pulmonary surfactant; Crystallinity; Contact angle; Polymer; Thermal stability; Absorption of water; Porosity; Polymer chemistry; Nanotechnology; Composite material; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002292893,0.0003462284,0.000154689,0.0002929137,0.0001628244,0.0002895631,0.0002083595,0.0003596804,0.000965881],"category_scores_gemma":[0.0001904444,0.0002454233,0.000155149,0.0001391884,0.0002233742,0.000528364,0.000225675,0.0004795735,0.0004021878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002931771,"about_ca_system_score_gemma":0.0002876307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005984853,"about_ca_topic_score_gemma":0.001687197,"domain_scores_codex":[0.9998927,0.000006795865,0.000006969681,0.00002904823,0.0000383493,0.00002611387],"domain_scores_gemma":[0.9998906,0.00002845386,0.00003703266,0.000008819824,0.00001831914,0.00001674606],"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":[0.00001074998,0.000004072562,0.00001166044,0.00001288569,0.000001258426,0.00001327586,0.000007298739,0.00002650409,0.9992617,0.00008284958,0.00001819516,0.0005495584],"study_design_scores_gemma":[0.000002944124,0.00001185857,0.0002796753,0.00000223258,0.000001939334,0.00002034604,0.000003125557,0.0002530253,0.9988387,0.00002370841,0.0005606362,0.000001863766],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565111,0.002440412,0.03365432,0.0003605101,0.0001236618,0.00009577961,0.0003149205,0.0005374776,0.005961797],"genre_scores_gemma":[0.98298,0.0009864694,0.01048367,0.00009680576,0.00003207782,0.00005885874,0.0001736133,0.00006632249,0.005122102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000965881,"threshold_uncertainty_score":0.003231227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008026988940706295,"score_gpt":0.2447709665733757,"score_spread":0.2367439776326694,"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."}}