{"id":"W2613045166","doi":"10.1680/jgeot.16.p.161","title":"Distributed fibre optic sensing of strains on buried full-scale PVC pipelines crossing a normal fault","year":2017,"lang":"en","type":"article","venue":"Géotechnique","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University","keywords":"Strain gauge; Stiffness; Pipeline transport; Vibrating wire; Structural engineering; Bending moment; Bending; Spring (device); Deformation (meteorology); Geotechnical engineering; Beam (structure); Optical fiber; Canalisation; Materials science; Engineering; Piping; Composite material; Mechanical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002453458,0.0003473309,0.0002880319,0.0003995356,0.0001977993,0.0001893939,0.000600484,0.0004123433,0.0005866091],"category_scores_gemma":[0.0007001454,0.0001924997,0.0001205678,0.0003189554,0.0005648707,0.0003443358,0.0003708498,0.000269032,0.0001289975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002791255,"about_ca_system_score_gemma":0.0001525017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001759964,"about_ca_topic_score_gemma":0.002760463,"domain_scores_codex":[0.9997005,0.00003170399,0.000009620017,0.00007549531,0.0001407881,0.00004194564],"domain_scores_gemma":[0.9994164,0.000154376,0.0001520937,0.00006128694,0.0001737077,0.00004209732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000340774,0.00009012194,0.006906928,0.00005842788,0.00000706262,0.000135748,0.0002480367,0.001827636,0.9794791,0.00003512655,0.00003076382,0.01084024],"study_design_scores_gemma":[0.00005920599,0.003006194,0.1315862,0.00002815597,0.00004724916,0.0004297601,0.0004657794,0.03376756,0.8300574,0.0001172166,0.0003788963,0.00005636516],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981571,0.00001172208,0.001662793,0.000004458322,0.000002331559,0.000006721703,0.00002783203,0.0000282062,0.00009871397],"genre_scores_gemma":[0.9984955,0.00001617929,0.001281552,0.00000290899,0.000001359329,0.000005464875,0.00001614594,0.000003006669,0.0001778921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001759964,"threshold_uncertainty_score":0.003499389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009444396116807464,"score_gpt":0.2347364138208704,"score_spread":0.2252920177040629,"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."}}