{"id":"W2001923207","doi":"10.2118/03-08-tb","title":"An Update on Fibre Optic Distributed Temperature Systems","year":2003,"lang":"en","type":"article","venue":"Journal of Canadian Petroleum Technology","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"SIGNAL (programming language); Distributed acoustic sensing; Computer science; Optical fiber; Raman scattering; Thermal; Raman spectroscopy; Optics; Materials science; Environmental science; Telecommunications; Fiber optic sensor; Physics; Meteorology","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":[0.002029898,0.0009813799,0.0006039658,0.002164067,0.0007588848,0.002103748,0.001379412,0.003095335,0.03513134],"category_scores_gemma":[0.004820284,0.0004248004,0.0004246285,0.002171152,0.0007550223,0.005466622,0.001148017,0.002682833,0.02408694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001743299,"about_ca_system_score_gemma":0.001706705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004398774,"about_ca_topic_score_gemma":0.004589019,"domain_scores_codex":[0.9985893,0.0001459705,0.0001196692,0.0001760813,0.0008413363,0.0001276153],"domain_scores_gemma":[0.9956247,0.0005281774,0.000168346,0.0002350396,0.003170091,0.0002736134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008900582,0.00006476157,0.000490581,0.0007600662,0.00002067529,0.0002144096,0.00009673891,0.000869931,0.002811044,0.01569896,0.2803929,0.6984909],"study_design_scores_gemma":[0.000002461739,0.00003365361,0.0001431445,0.0001904922,0.000005091088,0.0001617911,0.00001554505,0.0001599173,0.0003521681,0.0008925693,0.9980335,0.00000967083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005533662,0.4592492,0.07281244,0.06079962,0.09924567,0.0004142804,0.001944895,0.003654017,0.2963461],"genre_scores_gemma":[0.03353753,0.4062858,0.04280011,0.01968916,0.03950113,0.0002739336,0.002872496,0.0009143385,0.4541256],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03513134,"threshold_uncertainty_score":0.1175261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006398223035639488,"score_gpt":0.2202685991829123,"score_spread":0.2138703761472728,"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."}}