{"id":"W4205609673","doi":"10.1016/j.jobe.2022.104010","title":"Inelastic displacement demand for non‐degrading bilinear SDOF oscillators with self-centering viscous-hysteretic devices","year":2022,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Bilinear interpolation; Displacement (psychology); Structural engineering; Hysteresis; Physics; Engineering; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0004043151,0.0002301213,0.0003877952,0.0004734012,0.0001626042,0.00006614118,0.000247635,0.00002954633,0.00001268941],"category_scores_gemma":[0.00001660889,0.0002020925,0.0001521015,0.0003821078,0.000007813284,0.0002779729,0.00005462344,0.0003032989,5.098503e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003203207,"about_ca_system_score_gemma":0.00003021014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001654376,"about_ca_topic_score_gemma":6.832509e-7,"domain_scores_codex":[0.9986464,0.000008413649,0.0004990511,0.0001406039,0.0003467179,0.000358832],"domain_scores_gemma":[0.9994597,0.00008678084,0.0001544354,0.000135618,0.00005338758,0.0001101029],"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":[0.00002389217,0.000019395,0.001680148,0.0003325295,0.000312655,0.00001817331,0.0002910197,0.9810547,0.01590277,0.00001047295,0.0000749488,0.0002793283],"study_design_scores_gemma":[0.0008615283,0.0002579844,0.0003641873,0.000314054,0.0002078781,0.0001922806,0.0002576057,0.9901071,0.0031316,0.000002917453,0.004027713,0.0002751636],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7403703,0.0003484823,0.2586428,0.00002010548,0.0004287393,0.00009495636,0.000004635252,0.00008032334,0.000009685907],"genre_scores_gemma":[0.9866692,0.00005025269,0.01289243,0.00002073808,0.0002657568,0.00002271573,0.000002024474,0.00006830382,0.000008600851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2462989,"threshold_uncertainty_score":0.8241091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004437443597274829,"score_gpt":0.1998747180210385,"score_spread":0.1954372744237636,"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."}}