{"id":"W2323807857","doi":"10.1021/am404624z","title":"Cellulose Nanowhiskers and Fiber Alignment Greatly Improve Mechanical Properties of Electrospun Prolamin Protein Fibers","year":2014,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Electrospinning; Cellulose; Fiber; Composite material; Prolamin; Nanofiber; Cellulose fiber; Chemical engineering; Polymer","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":[0.0001128357,0.0003969046,0.0001167384,0.000173367,0.00009359771,0.0001790959,0.0001368838,0.0002105995,0.0003827189],"category_scores_gemma":[0.0001607215,0.0001828578,0.0001613478,0.0001255895,0.0001220286,0.0002605755,0.0001627553,0.0003004742,0.0001205591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001588166,"about_ca_system_score_gemma":0.00008933877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004470509,"about_ca_topic_score_gemma":0.001365877,"domain_scores_codex":[0.999897,0.000009022582,0.000009812938,0.00002680576,0.00003852751,0.00001886674],"domain_scores_gemma":[0.9998637,0.00002254451,0.0000545435,0.00001076796,0.00002498069,0.00002325088],"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":[0.000006252878,0.00000318317,0.00006589764,0.000007378597,0.000001513871,0.000007822936,0.000003923201,0.00003505987,0.9993918,0.00001117591,0.000002942267,0.0004630945],"study_design_scores_gemma":[0.000002051615,0.00003246956,0.001497184,0.000001192176,0.000003803825,0.00002546973,0.000006483212,0.0006209945,0.9975696,0.000005087092,0.0002337224,0.00000191335],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938025,0.000298618,0.005202702,0.00002264471,0.00001061525,0.00001040631,0.00003457813,0.00003960578,0.0005783063],"genre_scores_gemma":[0.9923423,0.0002429223,0.006373068,0.00002650882,0.000005576899,0.00001128996,0.00006596254,0.00001961766,0.0009127688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004470509,"threshold_uncertainty_score":0.001280308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006620198993138962,"score_gpt":0.2016990921321453,"score_spread":0.1950788931390064,"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."}}