{"id":"W3203347224","doi":"10.2118/204523-ms","title":"SAGD ESP Intake Design Improvement","year":2021,"lang":"en","type":"article","venue":"","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Flashing; Engineering; Boiler feedwater pump; Water intake; Environmental science; Petroleum engineering; Marine engineering; Waste management; Boiler (water heating); Steam drum; Materials science","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":[0.0007366661,0.0006287699,0.0005115882,0.0007848757,0.0003408962,0.001071011,0.001468384,0.0007799578,0.005926697],"category_scores_gemma":[0.0008912401,0.000356139,0.0005224337,0.0005104328,0.0001911718,0.001077366,0.00100955,0.0006070287,0.002558671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007372599,"about_ca_system_score_gemma":0.0005273867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001007153,"about_ca_topic_score_gemma":0.001314539,"domain_scores_codex":[0.999101,0.00007641415,0.00005953979,0.0001176635,0.000587756,0.00005753665],"domain_scores_gemma":[0.9991333,0.00004421179,0.00006068434,0.00006470987,0.0006669415,0.0000301485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008222163,0.0002479791,0.005550199,0.001639185,0.0001126637,0.0005320624,0.0003736942,0.03149353,0.5903943,0.003439954,0.01112703,0.3542672],"study_design_scores_gemma":[0.0001656353,0.003405133,0.02032235,0.0002106287,0.0002396518,0.001301582,0.0003564895,0.1602384,0.5287732,0.001171851,0.2836619,0.0001531869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.4171764,0.002404558,0.5090598,0.0005864851,0.0004055759,0.0007099097,0.00116404,0.007899056,0.0605942],"genre_scores_gemma":[0.8170635,0.0007363093,0.1533045,0.0002078806,0.00006367035,0.0002344745,0.001592569,0.0003380397,0.02645908],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005926697,"threshold_uncertainty_score":0.01982677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01331271252518409,"score_gpt":0.2032701617387669,"score_spread":0.1899574492135828,"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."}}