{"id":"W4299539301","doi":"","title":"Modeling energy: a paradigm for performance-based engineering of RC moment-resisting frame in seismic loading","year":2011,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Frame (networking); Moment (physics); Structural engineering; Computer science; Energy (signal processing); Engineering; Physics; Telecommunications","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000971454,0.001149614,0.0009192178,0.001013688,0.0005215793,0.001843243,0.002296366,0.001565166,0.003381105],"category_scores_gemma":[0.001695142,0.000552243,0.001020157,0.0008248333,0.001407656,0.00279786,0.001409571,0.001219977,0.0006255231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008385269,"about_ca_system_score_gemma":0.0007172782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00254843,"about_ca_topic_score_gemma":0.002787187,"domain_scores_codex":[0.9996783,0.0001258305,0.0000203038,0.00004428673,0.0001032088,0.00002813597],"domain_scores_gemma":[0.9996144,0.0001553197,0.00005193552,0.00006923901,0.00007737632,0.00003177435],"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":[0.00001789766,0.00005331538,0.0002512236,0.00006884569,0.00002541382,0.00006019983,0.00009952601,0.6081131,0.003277217,0.3735429,0.0005703091,0.01392004],"study_design_scores_gemma":[0.000003446702,0.0000106082,0.00004369504,0.000007618643,0.000006679102,0.000009150553,0.00001877719,0.919193,0.0003483902,0.0786668,0.001685434,0.000006426109],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008353965,0.0001928673,0.9847974,0.0003633137,0.00005920586,0.0000259176,0.00005155106,0.00008230619,0.006073499],"genre_scores_gemma":[0.6112584,0.001696863,0.3661408,0.000321877,0.0004058458,0.0003683021,0.0002390664,0.0005773664,0.01899152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003381105,"threshold_uncertainty_score":0.01131094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01665861173884049,"score_gpt":0.2028839062745119,"score_spread":0.1862252945356714,"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."}}