{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001949005,0.0003081429,0.00022739,0.0006735107,0.0001947732,0.000474972,0.0003660008,0.0002215904,0.001733556],"category_scores_gemma":[0.0005080085,0.0001093368,0.0001467589,0.0005493909,0.0001621053,0.0005252473,0.0002221853,0.0001941439,0.0003605919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004604296,"about_ca_system_score_gemma":0.0004056828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00326806,"about_ca_topic_score_gemma":0.00377197,"domain_scores_codex":[0.99975,0.00001637207,0.00001071527,0.00005879367,0.0001504167,0.0000137975],"domain_scores_gemma":[0.999663,0.00004799839,0.00006206372,0.00003493709,0.0001792298,0.00001274922],"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":[0.0004358523,0.0002501047,0.02306804,0.0001531175,0.00005523486,0.0002476491,0.0001533291,0.08325777,0.5923378,0.0009349358,0.002072552,0.2970336],"study_design_scores_gemma":[0.0000301042,0.0002935429,0.01981773,0.00001652756,0.00002971797,0.0001592994,0.0001151248,0.6186119,0.3561985,0.0006860887,0.003997736,0.00004368479],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6875885,0.0001665354,0.3029403,0.0001780936,0.00004534226,0.00009340834,0.0008970712,0.003905502,0.004185359],"genre_scores_gemma":[0.9344854,0.00005823871,0.06306425,0.00001601082,0.000005293275,0.00003334514,0.0002798374,0.00004433171,0.002013168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00326806,"threshold_uncertainty_score":0.006498098,"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."}}