{"id":"W4412379087","doi":"10.26634/jste.14.1.22066","title":"Study on dynamic analysis of irregular shape structure with time history and response spectrum analysis","year":2025,"lang":"en","type":"article","venue":"i-manager’s Journal on Structural Engineering","topic":"Structural Response to Dynamic Loads","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Response analysis; Response spectrum; Computer science; Structural engineering; Engineering","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"],"consensus_categories":[],"category_scores_codex":[0.0003745342,0.0006679232,0.001267823,0.005186341,0.0001115583,0.0001104215,0.000486046,0.0001639491,0.0003052815],"category_scores_gemma":[0.0001400467,0.0005409847,0.0003719332,0.003422576,0.00008405482,0.0002496806,0.00007421421,0.0008934516,0.00000271092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001333694,"about_ca_system_score_gemma":0.00005943405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001114363,"about_ca_topic_score_gemma":0.00003104108,"domain_scores_codex":[0.9973288,0.0001556598,0.0007455118,0.0005228223,0.0006922869,0.0005549489],"domain_scores_gemma":[0.9983323,0.0004527418,0.0002034576,0.0007074671,0.00009039485,0.0002136937],"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":[0.001158598,0.00001213828,0.002098931,0.00004511133,0.01492338,0.0003080977,0.0005064255,0.9652356,0.01375066,0.0001433903,0.00002337097,0.001794272],"study_design_scores_gemma":[0.0007237938,0.0002876695,0.4813921,0.00005981696,0.004163945,0.00004956402,0.0001128614,0.5124379,0.0002292625,0.00004559561,0.00008728358,0.0004101852],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970334,0.0006200513,0.001199494,0.00006442257,0.0004044795,0.0002891522,0.00004467765,0.0002224177,0.0001218613],"genre_scores_gemma":[0.9988944,0.0000218045,0.0005763266,0.00003771808,0.00003355528,0.000004949798,0.00001468023,0.0000698911,0.0003466808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4792932,"threshold_uncertainty_score":0.9997042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003604648580825056,"score_gpt":0.2131821882974406,"score_spread":0.2095775397166156,"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."}}