{"id":"W2004347771","doi":"10.2118/155202-ms","title":"Combination of Dual String Single Trip Multi-Zone Completion Systems and High Rate Formation Pack as a Proven Completion Methodology for an Unconsolidated Reservoir: Case Study Tunu Field","year":2012,"lang":"en","type":"article","venue":"SPE Oil and Gas India Conference and Exhibition","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Completion (oil and gas wells); Geology; Oil shale; Petroleum engineering; Permeability (electromagnetism); Mining engineering; Natural gas field; Geotechnical engineering; Petrology; Engineering; Natural gas","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001600261,0.0005630828,0.0005918547,0.0008469735,0.0006851579,0.0009302789,0.001301975,0.0008248232,0.003334171],"category_scores_gemma":[0.001453751,0.0003070728,0.0006234177,0.000517218,0.000452828,0.0006817504,0.000880035,0.0005944544,0.0006269209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008195291,"about_ca_system_score_gemma":0.001320855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007533549,"about_ca_topic_score_gemma":0.007767626,"domain_scores_codex":[0.9991683,0.0002595488,0.00005929107,0.0001372852,0.0002422822,0.0001333178],"domain_scores_gemma":[0.9987009,0.000376559,0.0001528692,0.0002059406,0.0003625527,0.0002012742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"case_report","study_design_scores_codex":[0.001826132,0.001938693,0.01402196,0.000923215,0.00009849472,0.004121972,0.001122258,0.5953504,0.06799998,0.003648829,0.001896625,0.3070514],"study_design_scores_gemma":[0.0001349997,0.002987037,0.005115546,0.00004213298,0.00007305235,0.0005956565,0.0006831037,0.9515013,0.03254457,0.001096792,0.005166738,0.00005914882],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6455725,0.0002928911,0.3435512,0.0001828118,0.00004770068,0.001099721,0.0001575233,0.001644748,0.007450901],"genre_scores_gemma":[0.881258,0.00008284069,0.1150279,0.00001301253,0.000006475775,0.0001449942,0.00007637867,0.0000570589,0.003333301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007533549,"threshold_uncertainty_score":0.01497942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1042820578351752,"score_gpt":0.3101216793475289,"score_spread":0.2058396215123537,"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."}}