{"id":"W1988897321","doi":"10.2118/165878-ms","title":"Multilateral Well Completion Design Using a 3D Reservoir Simulator: Real Application in Offshore Western Australia","year":2013,"lang":"en","type":"article","venue":"SPE Asia Pacific Oil and Gas Conference and Exhibition","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Submarine pipeline; Completion (oil and gas wells); Inflow; Oil field; Petroleum engineering; Reservoir simulation; North sea; Calibration; Field (mathematics); Computer science; Well control; Field trial; Production (economics); Simulation modeling; Software; Marine engineering; Drilling; Engineering; Geology; Mechanical engineering","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":[0.0005957879,0.0005607842,0.0005379182,0.0004596307,0.0005758627,0.0007323355,0.0009027102,0.0009118068,0.002128409],"category_scores_gemma":[0.001286113,0.0003992985,0.0004904666,0.000402857,0.0005463674,0.0005160307,0.0006410238,0.0006595753,0.0002458795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001242194,"about_ca_system_score_gemma":0.001326788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04602617,"about_ca_topic_score_gemma":0.03611127,"domain_scores_codex":[0.9997998,0.00004748094,0.00001308129,0.00003356212,0.00006975534,0.00003632053],"domain_scores_gemma":[0.9991983,0.0003461034,0.00005813726,0.00007604832,0.0002032897,0.0001181624],"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":[0.000133243,0.0003075208,0.007505162,0.00006637954,0.00001587537,0.0004759258,0.0001749409,0.9773918,0.005197947,0.000484571,0.0004233555,0.007823213],"study_design_scores_gemma":[0.00003187803,0.0001663646,0.00141569,0.000004897922,0.000006325109,0.00001877803,0.00008591043,0.995342,0.002337623,0.0001360782,0.0004432749,0.00001126637],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857837,0.00004675365,0.009437812,0.0001271355,0.0000166618,0.00008895413,0.0001959835,0.0004410162,0.003861824],"genre_scores_gemma":[0.9914151,0.00003459815,0.006739413,0.00001440753,0.000001540232,0.00003893838,0.0001215328,0.00003343529,0.001601062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04602617,"threshold_uncertainty_score":0.09151655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05094746206085667,"score_gpt":0.2857485610416034,"score_spread":0.2348010989807467,"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."}}