{"id":"W4312296513","doi":"10.1115/ipc2022-87809","title":"High Fidelity Distributed Fiber Optic Sensing for Landslide Detection","year":2022,"lang":"en","type":"article","venue":"Volume 3: Operations, Monitoring, and Maintenance; Materials and Joining","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Husky Energy (Canada); Stantec (Canada)","funders":"","keywords":"Landslide; Inclinometer; Geology; Geophone; Remote sensing; Warning system; Pipeline transport; Accelerometer; Fiber optic sensor; Geotechnical engineering; Optical fiber; Seismology; Environmental science; Geodesy; Engineering; Computer science; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002267658,0.0002144133,0.0001130713,0.0004513001,0.0001844373,0.0002924368,0.0002819736,0.0002250542,0.0009793927],"category_scores_gemma":[0.000347575,0.0001031129,0.00009279981,0.0003592566,0.0001450293,0.0003250789,0.0002715448,0.0002228834,0.0002029899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003746643,"about_ca_system_score_gemma":0.0003002941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005282459,"about_ca_topic_score_gemma":0.01950003,"domain_scores_codex":[0.9997894,0.00002253905,0.000006494715,0.00005018303,0.0001130134,0.00001839858],"domain_scores_gemma":[0.999747,0.00003467483,0.00006479038,0.00002520428,0.0001140286,0.00001421072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002497036,0.0002697112,0.08773871,0.0002052622,0.00005752463,0.0002014831,0.000293142,0.02659015,0.5640223,0.0009191455,0.004535522,0.3149173],"study_design_scores_gemma":[0.00005202683,0.0005901317,0.2204762,0.00009397566,0.00007784929,0.0004139873,0.0005178592,0.5024436,0.2553116,0.001446139,0.01846786,0.0001088183],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.871218,0.0005810834,0.1159654,0.0003429875,0.0001166279,0.00009768266,0.0009253582,0.001413285,0.009339533],"genre_scores_gemma":[0.9704516,0.0001093542,0.02774221,0.00006332868,0.00001755015,0.00001772847,0.0001584431,0.00001290034,0.001426926],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005282459,"threshold_uncertainty_score":0.01050341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007152047996781124,"score_gpt":0.2018675926577276,"score_spread":0.1947155446609465,"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."}}