{"id":"W4399892217","doi":"10.1016/b978-0-443-18602-8.00010-3","title":"Introduction to braided composites","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":1,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000103563,0.0005047501,0.0005223795,0.0002791694,0.00004270414,0.0001168756,0.0003149236,0.0003163735,0.0008537677],"category_scores_gemma":[0.000006559876,0.0005218564,0.0002283748,0.00002426807,0.00003104422,0.00003583838,0.0001429821,0.0006788179,0.00652837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001619063,"about_ca_system_score_gemma":0.00001374267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.767285e-8,"about_ca_topic_score_gemma":0.000004227384,"domain_scores_codex":[0.9984169,0.000006687521,0.0004545607,0.0005011845,0.0003235857,0.0002970925],"domain_scores_gemma":[0.9989911,0.00004383256,0.00003519041,0.0006487732,0.00005719627,0.0002238472],"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":[0.000009590464,0.00000392986,2.638576e-7,0.0002935636,0.0001721505,0.00004911632,0.00007953328,0.0001694929,0.03768866,0.04486027,0.01292696,0.9037465],"study_design_scores_gemma":[0.00005845613,0.00005882242,0.000001539926,0.0003355177,0.0001820122,0.00002746852,7.430024e-7,0.0001199804,0.007846318,0.01080369,0.9800243,0.0005411688],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001462164,0.001304581,0.00006985007,0.0004333105,0.002368953,0.0005528148,0.00003664681,0.001157572,0.99393],"genre_scores_gemma":[0.0009618864,0.00002637643,0.001622643,0.000129556,0.002679394,0.00004889952,0.0000479043,0.0002725938,0.9942107],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9670973,"threshold_uncertainty_score":0.9997233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01071455654134089,"score_gpt":0.2229803033201817,"score_spread":0.2122657467788408,"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."}}