{"id":"W2001760738","doi":"10.1016/s0263-8231(03)00048-x","title":"Component testing and finite element modeling of standing seam roofs","year":2003,"lang":"en","type":"article","venue":"Thin-Walled Structures","topic":"Structural Analysis of Composite Materials","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Finite element method; Component (thermodynamics); Structural engineering; Computer science; Engineering; Geology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002144244,0.0002566835,0.0004405602,0.0001397483,0.0001104189,0.00007214337,0.0001543942,0.00006921007,0.0001338077],"category_scores_gemma":[0.0001323639,0.0002206504,0.00006089159,0.0001502022,0.00003182481,0.00009589855,0.00005335904,0.0001343774,0.000001327917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005385002,"about_ca_system_score_gemma":0.00001068296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004355954,"about_ca_topic_score_gemma":0.00000733137,"domain_scores_codex":[0.9986633,0.00006186952,0.0004942085,0.0002108662,0.0002800276,0.0002897253],"domain_scores_gemma":[0.9993466,0.0001782972,0.00008957963,0.0002279561,0.00007182111,0.00008578303],"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":[0.00001309279,0.000002622307,0.0004285893,0.0001148745,0.0001312673,0.000003055619,0.000381222,0.8710189,0.1253922,0.002144682,0.00001472025,0.0003547721],"study_design_scores_gemma":[0.0006715387,0.00004193199,0.001377641,0.00008094991,0.00009820862,0.00002160697,0.0001769123,0.8953822,0.07454524,0.02713582,0.00005997293,0.000407998],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900817,0.0007518835,0.007020725,0.000012551,0.0002302461,0.0001601154,0.000014344,0.0001668131,0.001561645],"genre_scores_gemma":[0.9797528,0.00003234592,0.02009755,0.00001715434,0.00004971625,0.000004114027,0.000006957889,0.00003153542,0.000007863521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05084696,"threshold_uncertainty_score":0.8997863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02145168739489776,"score_gpt":0.2261494320727439,"score_spread":0.2046977446778462,"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."}}