{"id":"W2000140831","doi":"10.1115/ipc2014-33238","title":"Development of a 150°C Geopig Inertial Mapping Tool for Pipeline Strain Monitoring","year":2014,"lang":"en","type":"article","venue":"","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Suncor Energy (Canada)","funders":"Suncor Energy Incorporated","keywords":"Pipeline (software); Pipeline transport; Inertial measurement unit; Engineering; Computer science; Process (computing); Systems engineering; Engineering drawing; Marine engineering; Mechanical engineering; Manufacturing engineering; Reliability engineering; Aerospace engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002303972,0.0001087812,0.0002025064,0.00007217487,0.00004726869,0.00001412731,0.0001064857,0.0000807715,0.00006448856],"category_scores_gemma":[0.00009132166,0.00008877161,0.00009158456,0.0001139086,0.00001807484,0.00005736894,0.00001908188,0.00009180033,0.000005069633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003844715,"about_ca_system_score_gemma":0.00001200514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001967173,"about_ca_topic_score_gemma":0.00002352013,"domain_scores_codex":[0.999229,0.000008126828,0.0003679012,0.0001160079,0.0001068573,0.0001721752],"domain_scores_gemma":[0.999675,0.00007635103,0.00002539299,0.0001254244,0.00006331755,0.00003451991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002491507,0.00003721514,0.001465084,0.0009894142,0.0003254429,4.133539e-7,0.002576772,0.05748228,0.4367603,0.001954375,0.0003939253,0.4979899],"study_design_scores_gemma":[0.0007625195,0.00002928455,0.008335741,0.0001412987,0.00005987232,0.000002352799,0.0008869733,0.4659681,0.4943609,0.0009225058,0.02800659,0.0005238257],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7208518,0.00002717128,0.2779835,0.0000394018,0.0002607222,0.00009864134,0.000004778792,0.0001051652,0.0006287961],"genre_scores_gemma":[0.8872347,0.000003914707,0.1123329,0.000008000669,0.0001979437,0.00001547927,0.000009331811,0.000009766861,0.0001878689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4974661,"threshold_uncertainty_score":0.3620001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02006624467848795,"score_gpt":0.237821307189215,"score_spread":0.2177550625107271,"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."}}