{"id":"W2086895963","doi":"10.2118/115816-ms","title":"Monitoring Inflow Distribution in Multi-zone, Velocity String Gas Wells Using Slickline Deployed Fiber Optic Distributed Temperature Measurements","year":2008,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Gas lift; Inflow; Annulus (botany); Workover; Optical fiber; Coiled tubing; Petroleum engineering; Optical fiber cable; Lift (data mining); Geology; Artificial lift; Optics; Materials science; Computer science","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":[0.0001242552,0.0002675453,0.000180485,0.0008242351,0.0003153497,0.0003740905,0.0002721676,0.0002044999,0.0005205523],"category_scores_gemma":[0.0001692935,0.0001159491,0.0001161486,0.0004932323,0.0001268544,0.0003818588,0.0002501007,0.0001859885,0.0001004891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005810905,"about_ca_system_score_gemma":0.0002963527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008600581,"about_ca_topic_score_gemma":0.02024995,"domain_scores_codex":[0.9998556,0.00001016203,0.00000646696,0.00005140482,0.00005869914,0.00001769182],"domain_scores_gemma":[0.9998017,0.00002497988,0.00006038053,0.00001054355,0.00007492652,0.00002743323],"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":[0.0007154446,0.0001829439,0.2476946,0.000108544,0.00004358164,0.0005319639,0.0005099009,0.01199778,0.6521213,0.0002207628,0.000548468,0.08532462],"study_design_scores_gemma":[0.00004317914,0.000668051,0.4190766,0.00004503055,0.00006788304,0.0004892732,0.0007159018,0.161928,0.4143927,0.0001714651,0.002321487,0.00008044246],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935684,0.00004412378,0.005014209,0.000008455249,0.000005363055,0.00001600977,0.0002577243,0.000304664,0.0007811],"genre_scores_gemma":[0.9920448,0.00002383067,0.007468159,0.000005602206,0.000001331048,0.00000713181,0.0001117838,0.000009080375,0.0003282499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008600581,"threshold_uncertainty_score":0.01710105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04991505402792482,"score_gpt":0.2714149374947565,"score_spread":0.2214998834668317,"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."}}