{"id":"W2160680505","doi":"10.1002/pc.20999","title":"Elastic properties of large‐open‐mesh 2D braided composites: Model predictions and initial experimental findings","year":2010,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta; University of Ottawa","keywords":"Materials science; Composite material; Stiffness; Wire mesh","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000485512,0.0006012612,0.0004207828,0.0004739153,0.0003085319,0.0005116447,0.0006910106,0.001244739,0.001831893],"category_scores_gemma":[0.0008045113,0.0003994013,0.0004144268,0.0004176336,0.0008084648,0.0005416413,0.000278909,0.0004089004,0.0004579161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004325484,"about_ca_system_score_gemma":0.0004051261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001830541,"about_ca_topic_score_gemma":0.00215559,"domain_scores_codex":[0.9997824,0.00003387709,0.000008112616,0.00003847016,0.0001066919,0.00003048605],"domain_scores_gemma":[0.9995921,0.0001893859,0.00005358207,0.00007238579,0.00007084221,0.00002156066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002563288,0.0001841792,0.001339615,0.0001188001,0.00001196572,0.0001667575,0.0001007334,0.89571,0.09376273,0.001313385,0.0003404038,0.00669502],"study_design_scores_gemma":[0.00002043939,0.0001176982,0.001843897,0.00001340963,0.000007528372,0.00003577358,0.00003041077,0.9779176,0.01905571,0.0004609431,0.0004775355,0.00001906374],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9537203,0.0006136274,0.03389712,0.0001026011,0.00003624791,0.00005359689,0.0003868594,0.0003087617,0.01088094],"genre_scores_gemma":[0.9946253,0.0001131276,0.003812289,0.000009104419,0.000003387139,0.00003793975,0.0001039556,0.00001833602,0.001276515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001831893,"threshold_uncertainty_score":0.006128252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01313521381639476,"score_gpt":0.23465047070253,"score_spread":0.2215152568861352,"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."}}