{"id":"W2312584792","doi":"10.1115/ipc2002-27343","title":"Deformation Analysis of a Pipeline River Crossing","year":2002,"lang":"en","type":"article","venue":"4th International Pipeline Conference, Parts A and B","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"TransCanada (Canada); BGC Engineering (Canada)","funders":"","keywords":"Geology; Hydrogeology; Deformation (meteorology); Geotechnical engineering; Pipeline transport; Artesian aquifer; Instability; Aquifer; Groundwater; Engineering; Mechanics; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001646643,0.0003451658,0.0003204403,0.001008161,0.0006843889,0.0006638406,0.0003861026,0.0005937645,0.001450111],"category_scores_gemma":[0.0003476547,0.0003046653,0.0005624485,0.001531675,0.0004759462,0.0001735268,0.0003827085,0.000298684,0.0002488749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00156918,"about_ca_system_score_gemma":0.0008554628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1238749,"about_ca_topic_score_gemma":0.1753129,"domain_scores_codex":[0.9998697,0.00001261417,0.000007159841,0.00003826228,0.0000346391,0.00003752365],"domain_scores_gemma":[0.999902,0.000009552415,0.00001873103,0.00001315248,0.0000358952,0.0000207051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003679137,0.0002958874,0.3648962,0.00009643812,0.0001664865,0.003311747,0.001555495,0.509249,0.07682797,0.001361346,0.001766606,0.04010491],"study_design_scores_gemma":[0.00003454496,0.0002744792,0.5775006,0.00001593836,0.00003182977,0.0003459977,0.0008440386,0.4135836,0.00481252,0.00024848,0.00224958,0.00005839664],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974641,0.00001908405,0.0008164151,0.00003385044,0.000003318341,0.00001595113,0.000323858,0.00007569866,0.001247732],"genre_scores_gemma":[0.9975489,0.00003149088,0.0008599436,0.000009157928,0.00000118747,0.000005954758,0.0007844558,0.00001032104,0.0007485555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1238749,"threshold_uncertainty_score":0.2463077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01818540227033016,"score_gpt":0.229487479643494,"score_spread":0.2113020773731638,"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."}}