{"id":"W2058823901","doi":"10.2118/144543-ms","title":"Numerical Optimization of Clearwater Formation's Response to SAGD under New Well Configurations","year":2011,"lang":"en","type":"article","venue":"","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Steam-assisted gravity drainage; Petroleum engineering; Oil sands; Injector; Wellbore; Asphalt; Steam injection; Environmental science; Oil field; Geology; Engineering; Mechanical engineering; 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":[0.0004372965,0.0004271873,0.000592383,0.0004912117,0.0005188287,0.001072061,0.0005494556,0.001128575,0.001871882],"category_scores_gemma":[0.001165827,0.0003415156,0.0005399812,0.0003659713,0.0006286051,0.0003421388,0.0004798327,0.000412928,0.0001287535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001033389,"about_ca_system_score_gemma":0.0009365563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01536683,"about_ca_topic_score_gemma":0.01383319,"domain_scores_codex":[0.999854,0.00003186591,0.000007653284,0.00002156845,0.00002659048,0.00005840968],"domain_scores_gemma":[0.9994886,0.0002758592,0.0000784684,0.00002516717,0.00008765059,0.00004413077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007943744,0.00004559426,0.001899009,0.00002635802,0.00000981446,0.00009660094,0.00002032725,0.9931994,0.003110845,0.0002245379,0.00007092654,0.001217239],"study_design_scores_gemma":[0.0000271734,0.0001350104,0.00130765,0.000005363081,0.00001035463,0.000009366091,0.00007270814,0.996247,0.001943703,0.00008423495,0.000148768,0.000008598457],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877529,0.00007846953,0.007388493,0.00008195766,0.00001352704,0.00005584546,0.0002065578,0.00007204245,0.004350084],"genre_scores_gemma":[0.9965635,0.00002353028,0.002907344,0.000007775093,7.748248e-7,0.00002404561,0.0000547527,0.000006188017,0.0004119413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01536683,"threshold_uncertainty_score":0.03055477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840622707323437,"score_gpt":0.222560044583337,"score_spread":0.2041538175101026,"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."}}