{"id":"W4403752152","doi":"10.1139/cjce-2024-0139","title":"Experimental and numerical studies on the proposed stiffener detailing of integral bridge steel H piles to alleviate the combined adverse effects of axial load and cyclic thermal displacements","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Structural engineering; Bridge (graph theory); Finite element method; Thermal; Materials science; Engineering; Physics","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":[0.0002165518,0.000184712,0.0003156624,0.0001855189,0.00005381786,0.0000356393,0.000152936,0.00003414988,0.000008967699],"category_scores_gemma":[0.0001913686,0.0001117283,0.00009158179,0.0001895917,0.00007284037,0.0000784064,0.00002751712,0.0002516611,5.728076e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001535343,"about_ca_system_score_gemma":0.00006305548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002436384,"about_ca_topic_score_gemma":0.0008998684,"domain_scores_codex":[0.9991204,0.00003134255,0.0003315444,0.0001036822,0.0002000108,0.0002129859],"domain_scores_gemma":[0.9993172,0.0002793858,0.00005227529,0.0001159302,0.00005076559,0.0001843978],"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":[0.00008383112,0.00001155801,0.002047948,0.000845172,0.00227409,0.0001443765,0.01070648,0.2954426,0.6864188,0.0007149125,0.0002166656,0.001093492],"study_design_scores_gemma":[0.00177874,0.001075037,0.1046157,0.004684418,0.0007164053,0.0001328596,0.002611418,0.2139721,0.6692842,0.00004806005,0.0003173372,0.0007637185],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944025,0.004541141,0.0002594153,0.0001163803,0.0004853801,0.0001471882,0.000005767687,0.00001492541,0.00002729098],"genre_scores_gemma":[0.9997991,0.0000224605,0.00005301567,0.00001406854,0.00006933571,0.000004422755,3.468526e-7,0.00002764381,0.000009589866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1025678,"threshold_uncertainty_score":0.4556148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009548672499941522,"score_gpt":0.2189918085201339,"score_spread":0.2094431360201924,"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."}}