{"id":"W4387447148","doi":"10.2118/215101-ms","title":"Overcoming the Obstacle of Reservoir Stimulation Through ICD Completion - The First Approach of Valvular Conduit for Inflow and Outflow Control Devices","year":2023,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Conestoga Meat Packers (Canada)","funders":"","keywords":"Inflow; Outflow; Electrical conduit; Pressure drop; Fluid dynamics; Volumetric flow rate; Nozzle; Petroleum engineering; Environmental science; Flow (mathematics); Drop (telecommunication); Mechanics; Geology; Computer science; Engineering; Mechanical engineering; Physics","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":[0.0003352686,0.0002743741,0.0003186873,0.0001796129,0.0002677926,0.0009492415,0.0005053027,0.0004430854,0.001707085],"category_scores_gemma":[0.0005901387,0.0001867851,0.0003736538,0.0001141346,0.0003439263,0.000511215,0.0005201698,0.0004465873,0.0003179219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003132363,"about_ca_system_score_gemma":0.0007055168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001074291,"about_ca_topic_score_gemma":0.001374507,"domain_scores_codex":[0.9997991,0.00003087247,0.00001401255,0.00002963132,0.00008054468,0.00004578666],"domain_scores_gemma":[0.9997422,0.00009003132,0.00004454129,0.00004352377,0.00004956219,0.00003004897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005622348,0.0002546736,0.009801281,0.0007080982,0.00003467422,0.0008210888,0.0003426993,0.2946191,0.6253963,0.007346865,0.001486163,0.05862693],"study_design_scores_gemma":[0.00004458141,0.001132182,0.003665398,0.00005543503,0.00003222909,0.0004301611,0.0001638223,0.632016,0.3503919,0.001167691,0.01085225,0.00004829649],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7539046,0.0006795411,0.2319501,0.0003307495,0.0001642184,0.0001692549,0.0003080464,0.001005117,0.01148848],"genre_scores_gemma":[0.9781854,0.0001629495,0.01933031,0.00002296264,0.000005578325,0.00003877775,0.00006882097,0.0000318311,0.002153293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001707085,"threshold_uncertainty_score":0.005710721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0494395410833873,"score_gpt":0.2992644695091061,"score_spread":0.2498249284257188,"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."}}