{"id":"W2987863721","doi":"10.2118/198704-ms","title":"An Overview of the Field Performance of Tubing Deployed Flow Control Devices in the Surmont SAGD Project","year":2019,"lang":"en","type":"article","venue":"SPE Thermal Well Integrity and Design Symposium","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Sizing; Petroleum engineering; Steam-assisted gravity drainage; Completion (oil and gas wells); Environmental science; Engineering; Oil sands; Materials science","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":[0.001347514,0.0004715217,0.0003753001,0.00239889,0.001248745,0.001136015,0.0007644522,0.0003648722,0.001559848],"category_scores_gemma":[0.000892858,0.0003448497,0.000283213,0.001942154,0.0008595986,0.0004194354,0.000616874,0.0003191707,0.0004439921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002758817,"about_ca_system_score_gemma":0.002754749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1791681,"about_ca_topic_score_gemma":0.3609966,"domain_scores_codex":[0.9986618,0.0001127554,0.00006143065,0.0002319988,0.0007455334,0.0001865466],"domain_scores_gemma":[0.9978562,0.0002260773,0.0002331739,0.00009957494,0.001378073,0.0002068653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007546649,0.0006399074,0.6885561,0.0007671222,0.00008160881,0.002152635,0.005428445,0.007824702,0.07202531,0.000568043,0.003242424,0.217959],"study_design_scores_gemma":[0.00001196685,0.001099578,0.9573511,0.00013063,0.0000439927,0.0005009615,0.003942049,0.003338428,0.01755824,0.00007643025,0.01588008,0.00006669251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992139,0.0006774212,0.001698749,0.00004674542,0.000007037824,0.00008269621,0.001254326,0.0001863311,0.003907545],"genre_scores_gemma":[0.9888216,0.0006030607,0.003472818,0.0000184968,0.0000034515,0.00003627479,0.001280623,0.00002598551,0.005737647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1791681,"threshold_uncertainty_score":0.3562505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02095768783347126,"score_gpt":0.2382652773569653,"score_spread":0.217307589523494,"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."}}