{"id":"W4408652041","doi":"10.3390/ma18061380","title":"A Study on the Failure Behavior and Force Transmission of Composite Skin-Stringer Structures Under a Compressive Load","year":2025,"lang":"en","type":"article","venue":"Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Fundamental Research Funds for the Central Universities","keywords":"Stringer; Materials science; Composite number; Structural engineering; Compressive strength; Ultimate tensile strength; Shear (geology); Composite material; Fiber; Ultimate load; Finite element method; Ultimate failure; Engineering","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":[0.0002308038,0.000447748,0.0002891253,0.0004676146,0.0002509893,0.0001399814,0.0003178322,0.0004555923,0.001185438],"category_scores_gemma":[0.0004191579,0.0001486955,0.0002325779,0.0002001098,0.0003017132,0.0003697045,0.0001399511,0.0002406745,0.0001946941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001679122,"about_ca_system_score_gemma":0.0001902121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001386183,"about_ca_topic_score_gemma":0.001717477,"domain_scores_codex":[0.9998697,0.00001102356,0.000005189657,0.00003301795,0.00006250309,0.00001851786],"domain_scores_gemma":[0.9997537,0.00008298529,0.00004451572,0.00003942871,0.0000580841,0.0000213256],"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":[0.0001398715,0.0001720972,0.007917568,0.0001104755,0.00001525415,0.0005955723,0.0002141084,0.08007126,0.888441,0.0006368148,0.0001620321,0.02152387],"study_design_scores_gemma":[0.000009258928,0.0009116208,0.02498645,0.00001229412,0.00001881974,0.0003749453,0.00009268156,0.6723689,0.3002173,0.0002160992,0.0007636704,0.00002782479],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903928,0.00006643692,0.008623637,0.00001146764,0.000004430363,0.00001171885,0.00005577354,0.00006240957,0.0007713303],"genre_scores_gemma":[0.9965227,0.00006800711,0.00265476,0.000003837664,0.000001550462,0.000007583294,0.000046313,0.00000673235,0.0006886731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001386183,"threshold_uncertainty_score":0.003965735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01444796594630215,"score_gpt":0.2579655023709082,"score_spread":0.2435175364246061,"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."}}