{"id":"W4229000048","doi":"10.1177/00219983221096888","title":"Experimental and numerical investigation of damage evolution in carbon fiber reinforced polymer stiffened panel in post-buckling regime","year":2022,"lang":"en","type":"article","venue":"Journal of Composite Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Buckling; Materials science; Structural engineering; Finite element method; Stiffness; Deflection (physics); Composite material; Experimental data; Carbon fiber reinforced polymer; Composite number; Engineering","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":[0.0002607156,0.0002756173,0.0002310145,0.0003930456,0.0003024648,0.0001454899,0.0003327448,0.0005705217,0.001934494],"category_scores_gemma":[0.0003109524,0.0001382178,0.0002047065,0.000312499,0.0004186584,0.0002584101,0.0002227619,0.0003119941,0.0001406444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001391586,"about_ca_system_score_gemma":0.0001269387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009676841,"about_ca_topic_score_gemma":0.002163215,"domain_scores_codex":[0.9998418,0.00001016156,0.000008624003,0.00002825174,0.00008419687,0.00002698014],"domain_scores_gemma":[0.9996588,0.0001028062,0.00005840669,0.00006261517,0.00008944805,0.00002787104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002229344,0.0002159646,0.006125999,0.0002280345,0.00001511561,0.0004730646,0.0003078832,0.0648874,0.9144468,0.0003622549,0.0002928566,0.01242173],"study_design_scores_gemma":[0.00001770105,0.001260995,0.04210827,0.00002694228,0.00002871206,0.0003330345,0.0003831303,0.4004854,0.5537812,0.0002822141,0.001246671,0.00004573905],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945215,0.0000798118,0.003959392,0.00002132715,0.000009393548,0.00000997414,0.000134092,0.00008134404,0.001183163],"genre_scores_gemma":[0.995644,0.0000584194,0.0033954,0.000004805973,0.000001640783,0.00001128344,0.00007287634,0.000006376056,0.0008052883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001934494,"threshold_uncertainty_score":0.006471515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0135054778327913,"score_gpt":0.2269621832710844,"score_spread":0.2134567054382931,"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."}}