{"id":"W2168443425","doi":"10.1115/ipc2002-27321","title":"Satellite-Based Monitoring of Subsidence Ground Movement Impacting Pipeline Integrity","year":2002,"lang":"en","type":"article","venue":"4th International Pipeline Conference, Parts A and B","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"Southern California Gas Company","keywords":"Synthetic aperture radar; Satellite; Pipeline transport; Interferometric synthetic aperture radar; San Joaquin; Pipeline (software); Remote sensing; Ground subsidence; Global Positioning System; Subsidence; Geology; Ground movement; Mining engineering; Environmental science; Engineering; Geotechnical engineering; Telecommunications; Geomorphology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001554765,0.000155813,0.0001913712,0.00007847579,0.00004604526,0.00005918715,0.0001653658,0.00005229243,0.0002274813],"category_scores_gemma":[0.0000777697,0.0001408772,0.00005598203,0.0001144103,0.00006820289,0.0001247895,0.00003222148,0.0002051651,0.00001690848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002790179,"about_ca_system_score_gemma":0.00001208635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008360476,"about_ca_topic_score_gemma":0.000008970043,"domain_scores_codex":[0.9990314,0.0000199214,0.0003632954,0.000189478,0.0002204759,0.0001754245],"domain_scores_gemma":[0.999327,0.0001418084,0.00007922586,0.0001501582,0.0002070823,0.00009471113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006955829,0.0009350882,0.08788841,0.000437137,0.0002054685,0.00001780544,0.001865701,0.005833459,0.1461623,0.06318804,0.002095454,0.6913016],"study_design_scores_gemma":[0.001055168,0.00008934675,0.0531928,0.0004335182,0.00005365649,0.000005045668,0.0004551176,0.8703747,0.04849367,0.01060356,0.01464748,0.0005959308],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8834997,0.0005355452,0.1006426,0.001026659,0.0006926872,0.0002359938,0.0000587913,0.0001530314,0.01315493],"genre_scores_gemma":[0.9921641,0.0002927714,0.006732127,0.00004842396,0.0002872577,0.00002589375,0.00001276593,0.00001264138,0.0004240477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8645412,"threshold_uncertainty_score":0.5744805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0672062175731244,"score_gpt":0.3003070149901637,"score_spread":0.2331007974170393,"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."}}