{"id":"W2318126575","doi":"10.1115/ipc2002-27357","title":"Right-of-Way and Pipeline Monitoring in Permafrost: The Norman Wells Pipeline Experience","year":2002,"lang":"en","type":"article","venue":"4th International Pipeline Conference, Parts A and B","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pipeline transport; Pipeline (software); Permafrost; Terrain; Government (linguistics); Petroleum; Engineering; Civil engineering; Marine engineering; Geology; Geography; Environmental engineering; Mechanical engineering; Oceanography","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":[0.003885302,0.0001603949,0.00009183393,0.0004195609,0.001869702,0.001236909,0.0008395687,0.0008927376,0.002725153],"category_scores_gemma":[0.003230241,0.0002189559,0.00009219052,0.0007410068,0.001479784,0.002497721,0.001349813,0.0009263147,0.0002553648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005300263,"about_ca_system_score_gemma":0.009641339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2792039,"about_ca_topic_score_gemma":0.6620843,"domain_scores_codex":[0.9979511,0.0006120523,0.00005346233,0.0001751238,0.0009180303,0.0002903243],"domain_scores_gemma":[0.9975166,0.000673692,0.00022556,0.0001233623,0.0008206736,0.0006401258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004691024,0.001588334,0.2517704,0.0003544322,0.00002893891,0.005420672,0.09868829,0.002929573,0.01176647,0.01396979,0.04907101,0.5639431],"study_design_scores_gemma":[0.00004400117,0.001015519,0.3598701,0.0004581233,0.00001731424,0.002487487,0.1110283,0.004170793,0.009096709,0.00302367,0.5086111,0.0001768642],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8868302,0.002883182,0.005254349,0.02618689,0.0001077572,0.0002124122,0.0005177001,0.000142184,0.07786541],"genre_scores_gemma":[0.9551355,0.002987965,0.006146095,0.001223846,0.00003264022,0.00005518144,0.0003046407,0.00004784801,0.03406631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7207961,"threshold_uncertainty_score":0.5551575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05661161045795848,"score_gpt":0.2671553432527766,"score_spread":0.2105437327948181,"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."}}