{"id":"W1539006126","doi":"10.1002/9781118097298.weoc159","title":"Natural Composites: Fiber Modification","year":2012,"lang":"en","type":"other","venue":"Wiley Encyclopedia of Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Composite material; Surface modification; Materials science; Natural fiber; Fiber; Adhesion; Polymer; Mechanical engineering; Engineering","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":[0.000114575,0.0004021895,0.0001569901,0.0003038357,0.0002031002,0.0003451557,0.0002281912,0.0003069879,0.006148756],"category_scores_gemma":[0.00009139119,0.0001056777,0.0001687934,0.0002630532,0.000176328,0.0004368902,0.0003088303,0.000345697,0.002066829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00023333,"about_ca_system_score_gemma":0.0001433644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002794962,"about_ca_topic_score_gemma":0.0006694207,"domain_scores_codex":[0.9998927,0.00001209482,0.000004816669,0.00002672677,0.00005073151,0.00001294713],"domain_scores_gemma":[0.9999593,0.000006196179,0.00001206121,0.000005796652,0.00001101191,0.000005614483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006879915,0.0001020148,0.0003374916,0.001092436,0.00001860963,0.0003250965,0.00008468091,0.0009531715,0.8558912,0.008459374,0.004634943,0.1280322],"study_design_scores_gemma":[0.000007593928,0.0001800061,0.001340529,0.00009158965,0.00002100305,0.001170684,0.00003658535,0.001620919,0.7387944,0.001483557,0.2552351,0.00001804288],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3506185,0.1480645,0.1396422,0.001354466,0.002511083,0.0003871834,0.001099616,0.001865609,0.3544569],"genre_scores_gemma":[0.7499418,0.04860065,0.05786239,0.0007749936,0.0003381282,0.0001862869,0.0006575736,0.0002488267,0.1413893],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.006148756,"threshold_uncertainty_score":0.02056962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009873440469058359,"score_gpt":0.2449321522666439,"score_spread":0.2350587117975855,"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."}}