{"id":"W2802684881","doi":"10.1139/tcsme-2008-0006","title":"A STUDY ON BUCKLING BEHAVIOR OF COMPOSITE SHEETS REINFORCED BY HYBRID WOVEN FABRICS","year":2008,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Composite material; Materials science; Polyester; Brittleness; Woven fabric; Buckling; Composite number; Glass fiber","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001577332,0.0002477618,0.0003852705,0.0000802959,0.0002090791,0.00001183072,0.0004661622,0.0001395027,0.00002474768],"category_scores_gemma":[0.00001904705,0.0002447834,0.0006521501,0.000302003,0.00003669239,0.00008035704,0.00000988273,0.0004021397,0.000001435954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003085326,"about_ca_system_score_gemma":0.00006929997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001098121,"about_ca_topic_score_gemma":0.0002818538,"domain_scores_codex":[0.998588,0.0000107245,0.0004869579,0.0001982291,0.000320495,0.0003956176],"domain_scores_gemma":[0.9990056,0.0001361508,0.00005697171,0.0004523635,0.00007411787,0.0002748491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002009678,0.0001673194,0.000031217,0.0001496512,0.0003785638,0.000005502773,0.0005715115,0.4167314,0.5801025,0.0004956915,0.0004988965,0.0008476897],"study_design_scores_gemma":[0.001390285,0.0005430444,0.0002720747,0.0001253688,0.0004569528,0.00003593851,0.0001493574,0.1880842,0.808015,0.00001508227,0.0003598069,0.000552867],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8372581,0.00005565612,0.1605728,0.00005474806,0.0004377411,0.001081966,0.0003398672,0.000166803,0.00003229176],"genre_scores_gemma":[0.9955991,0.000009999261,0.004080563,0.00002451773,0.00001927647,0.0001333739,0.00001044061,0.00007260022,0.0000501232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2286472,"threshold_uncertainty_score":0.9981977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676099570349131,"score_gpt":0.2152962481124396,"score_spread":0.1985352524089483,"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."}}