{"id":"W7075656001","doi":"","title":"Developing a Plastic Hinge Model for RC Beams Prone to Progressive Collapse","year":2015,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Progressive collapse; Plastic hinge; Hinge; Beam (structure); Bending moment; Seismic analysis; Span (engineering); Displacement (psychology); Finite element method; Statically indeterminate; Bending","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":[0.0003857996,0.0006644311,0.0005001268,0.0006261969,0.0004988796,0.0008444046,0.001859277,0.001672493,0.004502092],"category_scores_gemma":[0.0005809784,0.0007085652,0.001098172,0.0004068429,0.0003827008,0.0005797065,0.0007043314,0.0008249595,0.001099342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006376903,"about_ca_system_score_gemma":0.001449126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0179086,"about_ca_topic_score_gemma":0.01316619,"domain_scores_codex":[0.9998362,0.00003340658,0.00001073879,0.00003191775,0.00005849471,0.00002923713],"domain_scores_gemma":[0.9998248,0.00006110855,0.0000294195,0.0000136048,0.00006049929,0.00001045664],"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":[0.00001587646,0.00002025089,0.0006623452,0.0000454404,0.000007279803,0.000144356,0.00006349378,0.9870323,0.003848647,0.003537155,0.0003704777,0.00425232],"study_design_scores_gemma":[0.000002856996,0.00001093047,0.0001715441,0.00001023104,0.000004378323,0.00002588398,0.00002303271,0.9977952,0.0005555971,0.0003179198,0.001077187,0.000005234433],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08259928,0.0006113132,0.8794004,0.0002951579,0.0001152019,0.0002726096,0.0008553164,0.0006656251,0.0351851],"genre_scores_gemma":[0.861615,0.0009908848,0.1022227,0.0001456278,0.00004990983,0.000612587,0.0008442333,0.000349835,0.03316914],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0179086,"threshold_uncertainty_score":0.03560871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06921730408665379,"score_gpt":0.3427551806761296,"score_spread":0.2735378765894758,"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."}}