{"id":"W2967584386","doi":"10.1139/cjce-2019-0030","title":"Shear analysis and static load test of single-box and multicell composite girders with corrugated steel webs: a case study","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Structural engineering; Shear (geology); Girder; Transverse plane; Materials science; Shear force; Diaphragm (acoustics); Geotechnical engineering; Composite material; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001804241,0.000226159,0.0005694316,0.0008704818,0.00004013565,0.00008334913,0.0001039728,0.00005029672,0.00004193811],"category_scores_gemma":[0.0000515117,0.0002100998,0.00007350716,0.0007916584,0.00004240749,0.0001732625,0.00001082017,0.0002547704,8.427401e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001824135,"about_ca_system_score_gemma":0.00009736062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006047283,"about_ca_topic_score_gemma":0.1215205,"domain_scores_codex":[0.998902,0.00001869327,0.0004259938,0.0001522913,0.0002090594,0.0002919413],"domain_scores_gemma":[0.9988789,0.0001865944,0.0001166897,0.0001883524,0.0001578766,0.0004715926],"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":[0.00000928735,0.00001416505,0.1764091,0.0001780711,0.001637964,0.001434211,0.002175424,0.7894403,0.02852843,9.760464e-7,0.000008233337,0.0001638777],"study_design_scores_gemma":[0.003356987,0.001039397,0.1166727,0.0004897761,0.004448402,0.003422146,0.006613351,0.8574731,0.005471972,0.000002314836,0.0001186376,0.0008912197],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998041,0.0007539829,0.0008796078,0.000009977728,0.00006811066,0.0001369614,0.00001557484,0.00002380957,0.00007099407],"genre_scores_gemma":[0.9987412,0.000009703765,0.001168099,0.000004979783,0.00001657763,9.980727e-7,0.000001259966,0.00003946755,0.00001771554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1154732,"threshold_uncertainty_score":0.9141724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004940265171526457,"score_gpt":0.1724169392287636,"score_spread":0.1674766740572372,"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."}}