{"id":"W2584761480","doi":"10.2118/0916-0078-jpt","title":"SAGD and Fiber-Optic Distributed Acoustic and Temperature Sensing","year":2016,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Optical fiber; Distributed acoustic sensing; Fiber optic sensor; Completion (oil and gas wells); Petroleum engineering; Environmental science; Engineering; Telecommunications","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":[0.0009632265,0.0004554789,0.0002130177,0.0009181922,0.0003852265,0.001324467,0.0007303192,0.001074587,0.00241372],"category_scores_gemma":[0.0009405727,0.0003776997,0.000243519,0.0009057218,0.0009699926,0.001885383,0.001232019,0.001194564,0.0008382446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113855,"about_ca_system_score_gemma":0.0007431344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002734911,"about_ca_topic_score_gemma":0.003652959,"domain_scores_codex":[0.9986993,0.00009675534,0.00003469847,0.0002569917,0.0008317704,0.00008051388],"domain_scores_gemma":[0.9994093,0.0001507255,0.00007372948,0.00005466573,0.0002780553,0.00003350948],"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":[0.0003151417,0.00007951077,0.005840989,0.0007784223,0.00004293897,0.0009572202,0.0007221689,0.005040755,0.3778627,0.02951368,0.03060526,0.5482413],"study_design_scores_gemma":[0.00003521156,0.0003715013,0.01028858,0.0002737494,0.00003591362,0.00137416,0.0005458453,0.02527191,0.2569091,0.01310808,0.691633,0.0001530323],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1634865,0.07404732,0.5372773,0.0249399,0.01569829,0.000446798,0.001849858,0.003438105,0.1788159],"genre_scores_gemma":[0.6688126,0.03135586,0.194396,0.003084732,0.004297601,0.0002054225,0.001097179,0.0005196107,0.09623102],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.002734911,"threshold_uncertainty_score":0.008260846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005032121936436511,"score_gpt":0.220301987497041,"score_spread":0.2152698655606045,"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."}}