{"id":"W4319316457","doi":"10.3390/met13020321","title":"Effectiveness of Design Procedures in Counteracting Second Order Effects in Steel Moment Resisting Frames","year":2023,"lang":"en","type":"article","venue":"Metals","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Moment (physics); Structural engineering; Seismic analysis; Nonlinear system; Generalization; Set (abstract data type); Order (exchange); Limit (mathematics); Mathematics; Computer science; Engineering; Mathematical analysis; Physics; Economics","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":[0.001450491,0.0008650491,0.0003751756,0.000879473,0.0002239811,0.0004937257,0.0006652267,0.0004777188,0.0009266757],"category_scores_gemma":[0.002891144,0.0002640283,0.0004573094,0.0002034235,0.0004834032,0.0004047534,0.0003249888,0.0003282833,0.0002114303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003006204,"about_ca_system_score_gemma":0.0005836814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007215085,"about_ca_topic_score_gemma":0.0007568921,"domain_scores_codex":[0.9989391,0.000349077,0.0000625726,0.0001252917,0.0004465467,0.00007741553],"domain_scores_gemma":[0.9981111,0.0008073623,0.0005428916,0.0002320708,0.0002789321,0.00002763311],"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":[0.0005406582,0.000301568,0.003522228,0.0004135144,0.00006573318,0.0002377821,0.0004231609,0.4460703,0.2217221,0.01566023,0.0003179887,0.3107247],"study_design_scores_gemma":[0.00006561543,0.002528511,0.004248332,0.00005833536,0.00009650052,0.0003254685,0.0000983584,0.8770567,0.1078886,0.003369502,0.004216489,0.00004761312],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2076761,0.0002458449,0.7872257,0.00004842755,0.00002862001,0.0001035268,0.00001916797,0.0005536086,0.004098999],"genre_scores_gemma":[0.8075864,0.0001552552,0.1909026,0.00002636119,0.00001909498,0.00009447071,0.00002566659,0.0000767427,0.00111348],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001450491,"threshold_uncertainty_score":0.007671058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01340947226401616,"score_gpt":0.2552014635283996,"score_spread":0.2417919912643835,"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."}}