{"id":"W2163171090","doi":"10.1002/mame.201300473","title":"Hybrid Bio‐Based Composites from UPE/EML Blends, Natural Fibers, and Nanoclay","year":2014,"lang":"en","type":"article","venue":"Macromolecular Materials and Engineering","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Materials science; Composite material; Toughness; Ultimate tensile strength; Natural fiber; Fiber; Fracture toughness; Moisture; Stiffness","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":[0.0001617275,0.0003918497,0.0001684721,0.0003230522,0.0001101805,0.0002199268,0.0001307536,0.0002221788,0.0008583761],"category_scores_gemma":[0.0001176412,0.000199991,0.0001974317,0.0001708387,0.0001805793,0.0002656719,0.0001696977,0.0002393064,0.0001495036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001693744,"about_ca_system_score_gemma":0.0001114651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003170007,"about_ca_topic_score_gemma":0.001797269,"domain_scores_codex":[0.9999108,0.00001081036,0.000008331551,0.000025696,0.00002382146,0.00002042489],"domain_scores_gemma":[0.9998984,0.00001965479,0.00003173159,0.000009593765,0.00001620754,0.00002435074],"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":[0.00003475625,0.000009098152,0.0000672952,0.0000220061,0.000003983561,0.00001531969,0.000005441492,0.00005614585,0.9992668,0.00002083404,0.000004523722,0.000493766],"study_design_scores_gemma":[0.000003329021,0.0001212327,0.0009749401,0.000002531895,0.0000129398,0.00004620422,0.000008002342,0.0002314255,0.9982151,0.000006862263,0.0003746917,0.000002722221],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959918,0.0004353728,0.002523827,0.00001163488,0.000008784252,0.00001680784,0.0001155361,0.00005542671,0.0008408581],"genre_scores_gemma":[0.993965,0.000280456,0.004374974,0.00001485617,0.000002744864,0.00002546342,0.0001560294,0.0000220471,0.001158453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008583761,"threshold_uncertainty_score":0.002871513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00291603505995692,"score_gpt":0.1756421079895261,"score_spread":0.1727260729295692,"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."}}