{"id":"W4213452015","doi":"10.1186/s42252-022-00029-5","title":"Superhydrophobic micro-nanofibers from PHBV-SiO2 biopolymer composites produced by electrospinning","year":2022,"lang":"en","type":"article","venue":"Functional Composite Materials","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada; Université du Québec à Chicoutimi","keywords":"Electrospinning; Stearic acid; Materials science; Nanofiber; Biopolymer; Wetting; Fiber; Fourier transform infrared spectroscopy; Composite material; Chemical engineering; Nanoparticle; Polylactic acid; Polymer; Nanotechnology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001382844,0.0004761451,0.0001982842,0.0002783164,0.000129576,0.0002064394,0.0001114713,0.0002472711,0.0007373397],"category_scores_gemma":[0.0001015829,0.0002254755,0.0002600547,0.0001080816,0.0001603948,0.0002476507,0.000154527,0.0003075697,0.0002490126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001590444,"about_ca_system_score_gemma":0.00009732084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004220791,"about_ca_topic_score_gemma":0.001179326,"domain_scores_codex":[0.9999158,0.00000611321,0.000005445037,0.00001967284,0.00003494143,0.00001798322],"domain_scores_gemma":[0.9999083,0.00001942444,0.00003255173,0.000004869732,0.00001747804,0.00001732726],"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":[0.000004569825,0.00000221081,0.00001388219,0.000008793502,9.614549e-7,0.00001180512,0.000002969994,0.00003138248,0.9997333,0.000006647795,0.000003341928,0.0001802261],"study_design_scores_gemma":[0.000003792418,0.00004635858,0.0009042413,0.000002424713,0.000003558657,0.0000408591,0.000007221977,0.0006730802,0.9980193,0.00001310078,0.0002831881,0.000002828124],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895186,0.0006999383,0.008048017,0.00003462272,0.00002783601,0.00003589455,0.0001328258,0.0001263875,0.001375869],"genre_scores_gemma":[0.9910303,0.0004899388,0.006804495,0.0000323388,0.00001670097,0.00002835409,0.0001329935,0.00003453338,0.001430308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007373397,"threshold_uncertainty_score":0.002466619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006975933037307426,"score_gpt":0.205916303180237,"score_spread":0.1989403701429296,"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."}}