{"id":"W2059923426","doi":"10.2118/128304-ms","title":"Well Integrity Monitoring & Analysis Using Distributed Acoustic Fiber Optic Sensors","year":2010,"lang":"en","type":"article","venue":"IADC/SPE Drilling Conference and Exhibition","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Husky Energy (Canada); Encana (Canada)","funders":"","keywords":"Computer science; Signal processing; Fiber optic sensor; Real-time computing; Optical fiber; Electronic engineering; Computer hardware; Digital signal processing; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002198897,0.000302895,0.0003613748,0.0002770096,0.0001660483,0.0002030469,0.0001051516,0.0002396548,0.0001466023],"category_scores_gemma":[0.00005532662,0.0003198474,0.0001252661,0.0005099445,0.00006130575,0.0002423531,0.00002925613,0.0007090782,0.00006794557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005609521,"about_ca_system_score_gemma":0.00001870399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000877118,"about_ca_topic_score_gemma":0.00005259498,"domain_scores_codex":[0.998683,0.00001952965,0.0003359732,0.000339534,0.0001984458,0.0004235453],"domain_scores_gemma":[0.9992541,0.0000894374,0.00005315965,0.0002983846,0.0001256108,0.0001792739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004839445,0.00001329873,0.001426702,0.00008962406,0.0001580664,0.000008897239,0.0002532201,0.9180713,0.07893334,0.00009647587,0.0000179523,0.0009263366],"study_design_scores_gemma":[0.0001801326,0.000009888627,0.001199063,0.0001465452,0.0003875693,0.00002114532,0.0001059416,0.9869545,0.009829222,0.0001859012,0.0005469183,0.0004331796],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8051547,0.00007226392,0.1933109,0.00001346905,0.0005868523,0.00008022675,0.00003133317,0.0003838741,0.0003663234],"genre_scores_gemma":[0.9912797,0.0001426602,0.007976898,0.000002970692,0.0003508953,0.000006136054,0.0001345071,0.00004045096,0.00006573274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.186125,"threshold_uncertainty_score":0.9999254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02208787510012431,"score_gpt":0.2462694442594529,"score_spread":0.2241815691593286,"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."}}