{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006481516,0.0001206583,0.000202484,0.0002722666,0.00004376266,0.00008258935,0.0001069228,0.00006676769,0.0004094466],"category_scores_gemma":[0.0000368694,0.0001058846,0.0000745313,0.0002267744,0.00007740174,0.0001371782,0.00002280079,0.0001069388,0.000005909184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001706692,"about_ca_system_score_gemma":0.000004657338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002844342,"about_ca_topic_score_gemma":0.00002130974,"domain_scores_codex":[0.9992688,0.000006509677,0.0003078134,0.0001165361,0.0001742626,0.0001260514],"domain_scores_gemma":[0.9996426,0.00003092221,0.00004696426,0.0001038337,0.0001198927,0.0000558573],"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":[0.00002673074,0.0001075098,0.003378196,0.0001332668,0.001050853,0.000009315205,0.001989076,0.8539083,0.002983526,0.02683225,0.007257067,0.1023239],"study_design_scores_gemma":[0.0002068759,0.000009325231,0.004747819,0.00002105664,0.000105228,0.000004728025,0.00002002914,0.9794337,0.0002228796,0.0005236013,0.01458495,0.0001198687],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5191754,0.0005255357,0.4537011,0.0003757816,0.0006359862,0.0001108937,0.0001021508,0.0003070931,0.02506606],"genre_scores_gemma":[0.998289,0.0001180993,0.0006408091,0.00003396667,0.00007004354,0.000003934819,0.00005358304,0.000007742574,0.0007828569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4791136,"threshold_uncertainty_score":0.4483153,"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."}}