{"id":"W4400235425","doi":"10.11159/iccste24.251","title":"Numerical Investigation on Buckling Response of Cylindrical Steel Storage Tanks Under Static Loading","year":2024,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Civil, Structural and Transportation Engineering","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Buckling; Structural engineering; Materials science; 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":[0.0002697005,0.0003966134,0.0004293126,0.0005456998,0.0005213539,0.0004318931,0.0004985031,0.0009665609,0.001940795],"category_scores_gemma":[0.001140913,0.0002118462,0.0004363271,0.0004393139,0.0007066305,0.0003006668,0.0004047442,0.000327668,0.0001642296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003837702,"about_ca_system_score_gemma":0.0005787172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008901294,"about_ca_topic_score_gemma":0.007254033,"domain_scores_codex":[0.9998533,0.00002218818,0.000009746663,0.00002204593,0.00005340662,0.00003935779],"domain_scores_gemma":[0.9993862,0.0003323113,0.0001046603,0.00004331274,0.00009180717,0.00004169562],"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":[0.0001780807,0.0001115008,0.006387881,0.0001698592,0.00002883501,0.0005704655,0.0002163255,0.934948,0.05027379,0.001503214,0.0004253901,0.005186626],"study_design_scores_gemma":[0.000008886383,0.00006598602,0.0018422,0.000009496302,0.000005422111,0.00004028128,0.00007231005,0.9943299,0.003285489,0.0001462536,0.0001842346,0.000009534507],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805114,0.000159024,0.01062771,0.0001520131,0.00002316001,0.00003811502,0.0003365492,0.0002035438,0.007948445],"genre_scores_gemma":[0.994886,0.00006359113,0.003695377,0.00001916341,0.000004049948,0.00002483263,0.0001253221,0.00001950467,0.001162185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008901294,"threshold_uncertainty_score":0.017699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0174741218648822,"score_gpt":0.2359503600296325,"score_spread":0.2184762381647503,"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."}}