{"id":"W4391035962","doi":"10.1016/j.ijlmm.2024.01.003","title":"The prospects of natural fiber composites: A brief review","year":2024,"lang":"en","type":"review","venue":"International Journal of Lightweight Materials and Manufacture","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"SISAL; Kenaf; Coir; Natural fiber; Bamboo; Composite material; Materials science; Fiber; Composite number; Biocomposite; Environmentally friendly; Biodegradation; Synthetic fiber; Pulp and paper industry; Polymer science; Engineering; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0007103912,0.0005237547,0.001845604,0.0002116564,0.00009231798,0.0006002245,0.001446316,0.0002123828,0.0004652568],"category_scores_gemma":[0.00008224703,0.0002423448,0.0005564072,0.0001148713,0.0001598639,0.0003019783,0.0004201498,0.0005089954,0.0001013782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001113322,"about_ca_system_score_gemma":0.0001847458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008042686,"about_ca_topic_score_gemma":0.00000187643,"domain_scores_codex":[0.9964248,0.0001957589,0.001909556,0.0003044003,0.0009037985,0.0002616842],"domain_scores_gemma":[0.9966164,0.0003347091,0.00213943,0.0002950754,0.0005137493,0.000100638],"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":[0.0006048845,0.0001698563,6.341566e-7,0.169999,0.005727115,0.00166168,0.0003720342,0.000002079251,0.08549442,0.01502716,0.1428348,0.5781063],"study_design_scores_gemma":[0.0001460381,0.00007492009,9.316224e-7,0.0583526,0.001060368,0.001943641,0.000001242382,1.77646e-7,0.04652352,0.0005692873,0.8910834,0.0002438455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006861392,0.9917198,0.000002088845,0.0007079419,0.005939717,0.000537833,0.0002120811,0.0000219044,0.0001725038],"genre_scores_gemma":[0.0005156041,0.9966304,0.0003088798,0.0001307405,0.001097035,0.00001445893,0.0000498489,0.00004774799,0.00120525],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7482486,"threshold_uncertainty_score":0.9882535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01275460275009039,"score_gpt":0.301261014806274,"score_spread":0.2885064120561837,"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."}}