{"id":"W3201926412","doi":"10.3390/eng2040027","title":"An Investigation into Current Sand Control Testing Practices for Steam Assisted Gravity Drainage Production Wells","year":2021,"lang":"en","type":"article","venue":"Eng—Advances in Engineering","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; RGL Reservoir Management","keywords":"Petroleum engineering; Steam-assisted gravity drainage; Drainage; Wellbore; Permeability (electromagnetism); Brine; Steam injection; Specific gravity; Volumetric flow rate; Asphalt; Geotechnical engineering; Environmental science; Engineering; Geology; Oil sands; Mineralogy; Materials science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00576561,0.0005209831,0.0003542544,0.001382861,0.0007214992,0.001351784,0.001743762,0.0005090517,0.0009224394],"category_scores_gemma":[0.009023886,0.0003358355,0.0003058244,0.0009685078,0.001062192,0.001706877,0.000486264,0.0003363898,0.0003120334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001128211,"about_ca_system_score_gemma":0.001041463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003953488,"about_ca_topic_score_gemma":0.01255153,"domain_scores_codex":[0.9947135,0.001077706,0.0004837424,0.0005823431,0.002918055,0.0002246423],"domain_scores_gemma":[0.9906512,0.002547944,0.001639563,0.001221099,0.003755855,0.0001842959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006239751,0.0006016871,0.06566625,0.001140639,0.00007305085,0.0007100421,0.002420444,0.01650688,0.6055044,0.001146232,0.0009153904,0.3046911],"study_design_scores_gemma":[0.00007710432,0.00861375,0.1419287,0.0005065158,0.0002040122,0.002207069,0.005624737,0.05329633,0.7624908,0.001213598,0.02358508,0.0002523552],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501615,0.001376268,0.04243692,0.0004737828,0.00004319469,0.0003184082,0.0002387867,0.0006076803,0.004343562],"genre_scores_gemma":[0.9665595,0.0007853491,0.03141176,0.00004422822,0.00001243102,0.00006550929,0.000168281,0.0000521017,0.000900901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00576561,"threshold_uncertainty_score":0.03049189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0138190210065529,"score_gpt":0.277708439761658,"score_spread":0.2638894187551051,"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."}}