{"id":"W2928191258","doi":"10.11159/icsect19.143","title":"Effect of Corrugation Angle in Strength of Trapezoidal Corrugated Web Steel Built-up Beam","year":2019,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Civil, Structural, and Environmental Engineering","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Beam (structure); Structural engineering; Composite material; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003541968,0.0003752813,0.0001766653,0.0004238528,0.0001619435,0.0002896288,0.0002579044,0.0004039642,0.002025662],"category_scores_gemma":[0.001532716,0.0002904894,0.000180168,0.0002276651,0.000452046,0.0002579036,0.0001920207,0.0002057312,0.0002028904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001530438,"about_ca_system_score_gemma":0.0001626357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000980792,"about_ca_topic_score_gemma":0.002569473,"domain_scores_codex":[0.999564,0.00005179777,0.00002574182,0.00006896782,0.0002091009,0.00008040611],"domain_scores_gemma":[0.9979786,0.0006104978,0.0005135585,0.0002106186,0.0005512572,0.0001354454],"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":[0.0003720432,0.0000459712,0.01375323,0.0001365603,0.00003481694,0.0004044615,0.0001496466,0.003166109,0.9735819,0.0001803244,0.0001019046,0.008073061],"study_design_scores_gemma":[0.00003046504,0.001628807,0.169647,0.00003349195,0.0001346275,0.0007164028,0.0004960442,0.008654494,0.8168682,0.0001123368,0.001629538,0.00004852974],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971948,0.0001742872,0.001922959,0.00001304086,0.00001123588,0.000005707544,0.0000299743,0.00003800433,0.0006099142],"genre_scores_gemma":[0.9992067,0.00005186451,0.0005730408,0.000008287265,0.000001927184,0.000002044223,0.00001759848,0.000003411348,0.0001350555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002025662,"threshold_uncertainty_score":0.006776512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002586402045114548,"score_gpt":0.1760864896928254,"score_spread":0.1735000876477109,"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."}}