{"id":"W3158391117","doi":"10.1016/j.engstruct.2021.112374","title":"Modeling structural behavior of reinforced-concrete pipe with single, double and triple cage reinforcement","year":2021,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Reinforcement; Structural engineering; Finite element method; Cage; Deflection (physics); Full scale; Parametric statistics; Nonlinear system; Engineering; Mathematics","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":[0.0002424198,0.0004664306,0.0004444931,0.0003564624,0.0003721999,0.000606321,0.001131621,0.00155747,0.002321415],"category_scores_gemma":[0.0007750349,0.0005245396,0.0006507197,0.0003207866,0.0006198206,0.0004984689,0.0003205934,0.0004433539,0.0002175324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007555618,"about_ca_system_score_gemma":0.0009508184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.021248,"about_ca_topic_score_gemma":0.01390855,"domain_scores_codex":[0.999913,0.00002132404,0.000003352514,0.00001749018,0.00002119218,0.00002361644],"domain_scores_gemma":[0.9996089,0.0002099615,0.00006093819,0.00002171935,0.00005916389,0.00003946242],"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":[0.00001056361,0.00001820312,0.0003859434,0.000006020272,0.000003428436,0.00002088663,0.000009177491,0.9977444,0.0007722992,0.0005004494,0.00003615293,0.0004924347],"study_design_scores_gemma":[0.000001579829,0.000005250522,0.0001087387,5.845263e-7,0.000001229661,0.000002074647,0.000003397355,0.9996669,0.000124112,0.00006146118,0.0000238783,8.556516e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9365624,0.0001290509,0.04881722,0.0001787971,0.00003411254,0.00004437308,0.0002161904,0.0002455442,0.01377223],"genre_scores_gemma":[0.992204,0.00005071273,0.004239119,0.00001256935,0.000006323769,0.0000218445,0.00008123037,0.00003109064,0.003353208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.021248,"threshold_uncertainty_score":0.04224861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00782015537397802,"score_gpt":0.194152236391248,"score_spread":0.1863320810172699,"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."}}