{"id":"W4399892197","doi":"10.1016/b978-0-443-18602-8.00012-7","title":"Green braided composites","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Composite material; Materials science","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":[0.0001170035,0.001163598,0.0005240753,0.001374335,0.0009583745,0.001643312,0.0007156593,0.001101534,0.1422629],"category_scores_gemma":[0.0001456908,0.0005357144,0.0004403218,0.001081042,0.0004690268,0.001693661,0.001254486,0.001480228,0.0630915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006642099,"about_ca_system_score_gemma":0.0004831006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001226175,"about_ca_topic_score_gemma":0.005764303,"domain_scores_codex":[0.9998571,0.000005781258,0.000003263615,0.00003099661,0.00008372278,0.00001926125],"domain_scores_gemma":[0.999954,0.000008705203,0.000003005802,0.000011266,0.00001623676,0.000006839115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004256145,0.00009079213,0.00008274794,0.0004751156,0.00001006204,0.0002106488,0.000282341,0.00117062,0.02694156,0.08651016,0.2168647,0.6673188],"study_design_scores_gemma":[0.00000206107,0.00001294572,0.0001622652,0.0001063616,0.000003687053,0.0002002455,0.00004153754,0.0003385189,0.004347049,0.009150792,0.9856277,0.0000068666],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001991868,0.01184833,0.008184015,0.0003258105,0.0013034,0.00002706908,0.0001839701,0.0005374638,0.975598],"genre_scores_gemma":[0.00307419,0.00300631,0.001702839,0.0001139725,0.00004220406,0.00001170979,0.00008571842,0.0001366681,0.9918264],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1422629,"threshold_uncertainty_score":0.4759167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01356831015049683,"score_gpt":0.238498687441117,"score_spread":0.2249303772906202,"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."}}