{"id":"W6981055743","doi":"","title":"Design, Modeling, and Nonlinear Response of Linked Column Frame with Multiple Links under Crustal and Subduction Zone Earthquakes.","year":2022,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"German Social Sciences and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"OpenSees; Subduction; Nonlinear system; Frame (networking); Braced frame; Backup; Residual; Seismic analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003582049,0.0006176641,0.0003706822,0.0004520264,0.0003579965,0.0005429286,0.0008119805,0.000854629,0.002798712],"category_scores_gemma":[0.0004038827,0.0004124708,0.0006043121,0.0001533135,0.0002466344,0.0002897749,0.0003662039,0.00029352,0.0003970155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005341206,"about_ca_system_score_gemma":0.0006185572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008258301,"about_ca_topic_score_gemma":0.007819096,"domain_scores_codex":[0.9998957,0.00002319086,0.000004625299,0.00002103043,0.00003473712,0.00002078383],"domain_scores_gemma":[0.9998473,0.00003929875,0.00003970227,0.00001211564,0.00004461876,0.00001703868],"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":[0.0001254709,0.00005830773,0.00171784,0.00009194288,0.0000236893,0.0001597939,0.0000639926,0.9620897,0.02220125,0.0006772331,0.0001938118,0.01259692],"study_design_scores_gemma":[0.00001226304,0.0003053144,0.0008611034,0.000008078598,0.00002702985,0.00002213619,0.00003328659,0.9948154,0.003167188,0.0001272657,0.0006134823,0.000007501754],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6893071,0.0005560046,0.2916178,0.0001779791,0.00007104992,0.0002167711,0.0003268506,0.0005264654,0.01720002],"genre_scores_gemma":[0.9855857,0.000114479,0.0118453,0.00001110364,0.000003572955,0.00006362837,0.00006701543,0.00001671759,0.002292472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008258301,"threshold_uncertainty_score":0.01642048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03610792518034987,"score_gpt":0.2950785940251948,"score_spread":0.2589706688448449,"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."}}