{"id":"W4383368695","doi":"10.3390/bioengineering10070804","title":"Plant Fibers as Composite Reinforcements for Biomedical Applications","year":2023,"lang":"en","type":"review","venue":"Bioengineering","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Materials science; Toughness; Composite material; Durability; Composite number; Biocomposite; Natural fiber","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002002797,0.0004608615,0.0009838435,0.0003745719,0.0001390299,0.0001335534,0.0007442881,0.0003011761,0.00004661575],"category_scores_gemma":[0.00003610655,0.000391954,0.0003675215,0.0004991632,0.00005120186,0.0001001463,0.0002321067,0.0002218786,0.001617001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000189629,"about_ca_system_score_gemma":0.0001062315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000139194,"about_ca_topic_score_gemma":2.590988e-7,"domain_scores_codex":[0.9978767,0.00001530924,0.0007329943,0.0004834135,0.0003380594,0.0005535419],"domain_scores_gemma":[0.9987186,0.0003321739,0.0002259509,0.0004745802,0.00003883457,0.0002098124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005514549,0.00008150429,2.987638e-7,0.1816964,0.001289382,0.00009614375,0.0001693666,0.002049095,0.03687711,0.02358012,0.01435768,0.7397478],"study_design_scores_gemma":[0.000129902,0.00004708914,3.198386e-8,0.0041087,0.0002274276,0.00004460805,0.000002070145,0.0006014684,0.0006248869,0.00003203952,0.9937425,0.0004392749],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009380159,0.9796122,0.01469762,0.00001715802,0.001004948,0.002714272,0.0008393294,0.0009331959,0.0001718561],"genre_scores_gemma":[0.00000469055,0.9853089,0.008040895,0.0000249581,0.0005836632,0.002063634,0.002557592,0.0001597129,0.001255949],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9793848,"threshold_uncertainty_score":0.9998533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04343790020006106,"score_gpt":0.3234060986210203,"score_spread":0.2799681984209593,"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."}}