{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001199406,0.00009701386,0.00009740895,0.0005688882,0.00009420849,0.0001529395,0.00009753044,0.0001220971,0.000333821],"category_scores_gemma":[0.0003596224,0.00006405402,0.00004959564,0.0006731129,0.0001170572,0.0001633268,0.000128773,0.00008422174,0.00007802044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000219625,"about_ca_system_score_gemma":0.0001641294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008224989,"about_ca_topic_score_gemma":0.02118999,"domain_scores_codex":[0.9999099,0.00001653364,0.000003555934,0.00001850285,0.00004062471,0.00001085042],"domain_scores_gemma":[0.999787,0.000030916,0.00007443956,0.00001840711,0.00007232014,0.00001679422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004133732,0.0001647018,0.6809046,0.0001142864,0.000072021,0.0002680901,0.0006983628,0.02601858,0.155938,0.0003425241,0.001253764,0.1338118],"study_design_scores_gemma":[0.00002901482,0.000409218,0.9270817,0.00001434311,0.00004686688,0.0002746294,0.0003369421,0.0468371,0.02308711,0.0001327321,0.001735805,0.00001454389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975768,0.00004157868,0.001217275,0.00001411268,0.000001252498,0.000004576038,0.0001821869,0.00003703611,0.000925142],"genre_scores_gemma":[0.996801,0.00006516334,0.00238721,0.000004977444,0.000002735604,0.000003398131,0.0004018257,0.000003137062,0.0003306255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008224989,"threshold_uncertainty_score":0.01635426,"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."}}