{"id":"W2598504428","doi":"10.7712/120115.3447.585","title":"AN INTEGRATED FRAMEWORK FOR THE ANALYSIS OF MIXED-TYPE REINFORCED CONCRETE STRUCTURES","year":2015,"lang":"en","type":"article","venue":"","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Materials 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":[0.0001076247,0.0001148456,0.0002392726,0.0001790802,0.0000266159,0.00003055761,0.0001749162,0.00008348742,0.0001495552],"category_scores_gemma":[0.0001476798,0.00007064606,0.0001273768,0.00115339,0.00003127159,0.00007506154,0.000006087339,0.00008921862,0.00000138515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002281841,"about_ca_system_score_gemma":0.000013924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009120292,"about_ca_topic_score_gemma":0.0000205478,"domain_scores_codex":[0.9994467,0.00001134163,0.0002133237,0.00009122874,0.0001207013,0.000116628],"domain_scores_gemma":[0.9992508,0.0001600461,0.00003161377,0.0003069673,0.0001702326,0.00008031596],"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":[0.00001242769,1.011594e-7,0.00004035077,0.000005570671,0.001058551,7.193066e-8,0.0001549757,0.9806449,0.001083487,0.01477526,0.0003652663,0.001859006],"study_design_scores_gemma":[0.00009804015,0.00002894402,0.0007112848,0.000002240216,0.0006577105,2.741077e-7,0.0006222799,0.9866564,0.01023932,0.0002549812,0.0006269129,0.0001015705],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1270975,0.0001042971,0.8721299,0.00002045418,0.0002573293,0.00007209309,0.00001556138,0.0002022172,0.0001006355],"genre_scores_gemma":[0.9765748,0.000009703192,0.02316744,0.00002925509,0.00003600969,0.000005143524,0.00008887549,0.00001399818,0.00007477761],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8494773,"threshold_uncertainty_score":0.2880863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02164153006204602,"score_gpt":0.2723192179389644,"score_spread":0.2506776878769184,"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."}}