{"id":"W4399892153","doi":"10.1016/b978-0-443-18602-8.00011-5","title":"Manufacturing processes for braided composite materials","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Innovations in Concrete and Construction Materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Ottawa; University of Alberta","funders":"","keywords":"Composite number; Materials science; Composite material","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":[0.0001537002,0.0007974819,0.0004053573,0.0007598881,0.0004904327,0.001067776,0.0008934321,0.0005818451,0.02523845],"category_scores_gemma":[0.0001724479,0.0006219202,0.0004811298,0.0008171484,0.0003402705,0.0009206175,0.0005424326,0.001318304,0.01028891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004154152,"about_ca_system_score_gemma":0.0003591652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005180007,"about_ca_topic_score_gemma":0.001651742,"domain_scores_codex":[0.9997448,0.00001121954,0.000009812547,0.00003203626,0.000181353,0.00002071465],"domain_scores_gemma":[0.9999357,0.00002138456,0.000005444756,0.00001339829,0.00002078807,0.000003237765],"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":[0.00005760444,0.0001263406,0.00009950992,0.001232799,0.00001465943,0.0004711332,0.0003920825,0.00790889,0.3830895,0.06856818,0.01480289,0.5232366],"study_design_scores_gemma":[0.00001581137,0.0001534157,0.001042941,0.00031122,0.00001752351,0.001272697,0.0001282192,0.008356095,0.2051783,0.02598737,0.7575049,0.00003157093],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02739429,0.03508737,0.411098,0.0003457816,0.001829253,0.0002704991,0.0005208151,0.001858109,0.5215959],"genre_scores_gemma":[0.06256258,0.01734428,0.1826025,0.0002165484,0.0001411477,0.0001684425,0.0009815887,0.0005484982,0.7354345],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02523845,"threshold_uncertainty_score":0.08443105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317076814586547,"score_gpt":0.2253934921861845,"score_spread":0.212222724040319,"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."}}