{"id":"W4389002313","doi":"10.2118/217423-ms","title":"Flow Control Device and Liner Floatation: Key Technology Driver in Extreme Extended Reach Shallow Steam Assisted Gravity Drainage Wells","year":2023,"lang":"en","type":"article","venue":"","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Petroleum engineering; Steam-assisted gravity drainage; Drilling; Directional drilling; Steam injection; Well control; Footprint; Oil well; Multiphase flow; Drill; Oil production; Drainage; Flow (mathematics); Environmental science; Engineering; Geology; Mechanical engineering; Oil sands; Materials science; Mechanics","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":[0.0005524555,0.0003125673,0.0002327316,0.0004221524,0.0003465911,0.0009475685,0.0006778645,0.0005331425,0.001411425],"category_scores_gemma":[0.0006048111,0.0001925706,0.0002149459,0.0002815719,0.0003942936,0.0012088,0.0004949622,0.000345858,0.0004029968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008255431,"about_ca_system_score_gemma":0.0005828066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003395876,"about_ca_topic_score_gemma":0.003766714,"domain_scores_codex":[0.9996167,0.00004125334,0.00001878928,0.00006412021,0.0001909113,0.00006808346],"domain_scores_gemma":[0.9996074,0.0000774143,0.0001156096,0.00002599195,0.0001362858,0.00003728728],"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":[0.0004997434,0.0003161376,0.02882444,0.0007202394,0.00005009895,0.00180754,0.0006180012,0.08318833,0.6618148,0.0119051,0.002376038,0.2078796],"study_design_scores_gemma":[0.00007148151,0.002200065,0.03744276,0.0002120744,0.0001136911,0.001042122,0.001249365,0.3488579,0.5578695,0.004160741,0.04657852,0.0002017181],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8329186,0.001782986,0.1423718,0.000954852,0.00008332314,0.0002889466,0.0002123091,0.0009671883,0.02041998],"genre_scores_gemma":[0.9884374,0.0003477454,0.008949783,0.00003080065,0.000007331399,0.00002633258,0.0000466586,0.00001649102,0.002137587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003395876,"threshold_uncertainty_score":0.006752253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01936684083483825,"score_gpt":0.2115410988321806,"score_spread":0.1921742579973424,"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."}}