{"id":"W2188611198","doi":"10.1115/ipc2000-120","title":"Screw Anchor Buoyancy Control Saves an Estimated $12 Million for Enbridge Pipeline","year":2000,"lang":"en","type":"article","venue":"","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pipeline transport; Pipeline (software); Buoyancy; Terrain; Capital cost; Engineering; Marine engineering; Environmental science; Petroleum engineering; Civil engineering; Environmental engineering; Mechanical engineering; Geography; Electrical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005210995,0.0007873789,0.00020289,0.001226333,0.0007947205,0.0009532397,0.0007916851,0.0004282274,0.0496609],"category_scores_gemma":[0.001326083,0.0002203156,0.0002656813,0.0007187393,0.0003624985,0.0008031176,0.001001471,0.0003347675,0.009542186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001568701,"about_ca_system_score_gemma":0.001852094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02933118,"about_ca_topic_score_gemma":0.07114504,"domain_scores_codex":[0.9990138,0.00006451384,0.00002043701,0.000043564,0.0007802029,0.00007743292],"domain_scores_gemma":[0.9993388,0.0000542247,0.00004979898,0.00008935752,0.000378472,0.00008929713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004802533,0.0002425739,0.006390098,0.0001393789,0.00002745088,0.0004210659,0.0002314164,0.004173669,0.03158416,0.006715215,0.1519308,0.7976639],"study_design_scores_gemma":[0.0001042328,0.001056639,0.03326746,0.00007208982,0.00005583216,0.0009140883,0.0008626874,0.01143021,0.02582297,0.001700653,0.9246504,0.00006281008],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3749276,0.001628272,0.06523723,0.005892976,0.001447762,0.0004951876,0.002850106,0.01024794,0.5372729],"genre_scores_gemma":[0.4691315,0.001447947,0.02870586,0.0002502223,0.0001279075,0.0001543227,0.004236175,0.0004077481,0.4955384],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0496609,"threshold_uncertainty_score":0.1661322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0110098113426908,"score_gpt":0.2259871574209797,"score_spread":0.2149773460782889,"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."}}