{"id":"W4402335613","doi":"10.1177/10996362241282863","title":"Numerical study on structured sandwich panels exposed to spherical air explosions","year":2024,"lang":"en","type":"article","venue":"Journal of Sandwich Structures & Materials","topic":"Structural Response to Dynamic Loads","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Structural engineering; Materials science; Mechanics; Aerospace engineering; Environmental science; Engineering; Physics","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":[0.0003992677,0.0006345712,0.001084716,0.0004774097,0.0001122758,0.0003631774,0.000676593,0.0002338353,0.001234591],"category_scores_gemma":[0.0003015749,0.0004444977,0.0002469384,0.000603869,0.0000480566,0.0002972418,0.00009112778,0.0005907551,0.0000669385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003218271,"about_ca_system_score_gemma":0.0001175245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008648882,"about_ca_topic_score_gemma":0.000001651271,"domain_scores_codex":[0.996326,0.0002793127,0.001334853,0.0004251481,0.001000557,0.000634073],"domain_scores_gemma":[0.9983664,0.0003730024,0.0001622249,0.0004837738,0.0001407346,0.0004738552],"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":[0.0009164433,0.00004291945,0.0001928622,0.0001351316,0.0004987544,0.0007045895,0.002509403,0.01362311,0.9740188,0.0001390692,0.003077826,0.004141083],"study_design_scores_gemma":[0.002855516,0.0029711,0.1979106,0.0006243353,0.0004466535,0.001643695,0.001280055,0.0007849425,0.7824925,0.004474561,0.003042342,0.001473751],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990943,0.0003851931,0.0009094575,0.0002083907,0.006348662,0.0005855337,0.00008910688,0.0004059334,0.0001247931],"genre_scores_gemma":[0.9965305,0.00002489498,0.001649461,0.0001732998,0.001410588,0.00002019168,0.000006368607,0.0001441253,0.00004054474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1977177,"threshold_uncertainty_score":0.9998007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01790557955758992,"score_gpt":0.2792497235328942,"score_spread":0.2613441439753043,"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."}}