{"id":"W206913766","doi":"10.1533/9781782421276.5.700","title":"The use of curaua fibers as reinforcements in composites","year":2014,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Nanocellulose; Cellulose; Materials science; Composite material; Natural fiber; Fiber; Synthetic fiber; Cellulose fiber; Raw material; Composite number; Synthetic polymer; Polymer; Ecology; Engineering; Chemical engineering; Biology","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":[0.0002258654,0.0005143963,0.0002217386,0.0007280872,0.000458359,0.0008662637,0.0003518676,0.000547037,0.004160709],"category_scores_gemma":[0.0001491859,0.0002815658,0.0002876003,0.00058635,0.0005242607,0.001229879,0.0003487751,0.0006977887,0.001508625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006686692,"about_ca_system_score_gemma":0.0002267954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007810508,"about_ca_topic_score_gemma":0.002010769,"domain_scores_codex":[0.9999239,0.000006668921,0.000003355711,0.00001866261,0.00003695321,0.00001046233],"domain_scores_gemma":[0.9999391,0.00003114067,0.000005991176,0.000008145747,0.00001094662,0.000004730429],"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":[0.00008570241,0.0001352076,0.0002022649,0.001230787,0.00002014865,0.0003636648,0.0004394322,0.001874931,0.5423375,0.0953486,0.006769188,0.3511926],"study_design_scores_gemma":[0.000009229338,0.0001461366,0.001255513,0.0002344647,0.00002156634,0.0007053636,0.00009163188,0.002537238,0.5154059,0.01763634,0.4619189,0.00003771008],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1164771,0.2961082,0.06850567,0.001741333,0.002811009,0.000124149,0.0002815724,0.001251291,0.5126997],"genre_scores_gemma":[0.3904556,0.1287383,0.06039144,0.0007035406,0.0005824291,0.0001335523,0.0002190957,0.0005604808,0.4182156],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004160709,"threshold_uncertainty_score":0.01391894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03908482577976491,"score_gpt":0.2872270140611146,"score_spread":0.2481421882813497,"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."}}