{"id":"W7089690063","doi":"10.1007/978-981-96-9626-0_52","title":"Seismic Responses and Failure Modes of Ductile Iron Pipelines Subjected to Dip Slip Faults Motion","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Joint (building); Slip (aerodynamics); Finite element method; Pipeline transport; Displacement (psychology); Pipeline (software); Deformation (meteorology)","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":[0.0001397819,0.0002512055,0.0002194747,0.0003927638,0.0001859649,0.0002110558,0.0002574268,0.000319154,0.002793827],"category_scores_gemma":[0.0005309848,0.0002048359,0.0001585094,0.0002525696,0.0002864062,0.0001890747,0.0002348676,0.0002292423,0.0003083037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000151132,"about_ca_system_score_gemma":0.00007462373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001359045,"about_ca_topic_score_gemma":0.001452002,"domain_scores_codex":[0.999948,0.00001096528,0.000002217789,0.000008240559,0.00001408313,0.00001638053],"domain_scores_gemma":[0.9998259,0.00008926859,0.00002238265,0.0000112899,0.00002445733,0.00002675758],"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":[0.004879047,0.0004092575,0.05133253,0.0002020413,0.0001383475,0.004360697,0.001857588,0.4556913,0.4089934,0.002751397,0.002585036,0.06679939],"study_design_scores_gemma":[0.0000515031,0.00128288,0.2636392,0.00003741035,0.00005942019,0.0008518472,0.001839605,0.6868532,0.04248021,0.001694066,0.001158532,0.00005213606],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965287,0.00002278497,0.001452195,0.00001624551,0.000003390011,0.000004506524,0.00007491315,0.00002403861,0.001873204],"genre_scores_gemma":[0.9989296,0.0000210659,0.00009140433,0.00000250225,0.000001390058,0.000001557468,0.00004424626,0.000004101332,0.0009042295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002793827,"threshold_uncertainty_score":0.009346247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005428897232016431,"score_gpt":0.1939577766281708,"score_spread":0.1885288793961544,"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."}}