{"id":"W2074213081","doi":"10.2118/2009-194","title":"Investigation of Gas Flow in SAGD","year":2009,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Flow Measurement and Analysis","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laricina Energy (Canada); University of Calgary","funders":"","keywords":"Petroleum engineering; Flow (mathematics); Computer science; Environmental science; Geology; Mechanics; Physics","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":[0.0002184115,0.0001798077,0.0002682656,0.0006135742,0.0002205435,0.0003479158,0.0002440477,0.0003701665,0.0007367283],"category_scores_gemma":[0.000311371,0.000112399,0.0002616265,0.0003560774,0.0003523859,0.0002726304,0.0002621433,0.000278354,0.0001013868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004381342,"about_ca_system_score_gemma":0.0002115767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001377836,"about_ca_topic_score_gemma":0.0006168034,"domain_scores_codex":[0.999858,0.00002489883,0.000009090322,0.00003263451,0.00005203078,0.00002332688],"domain_scores_gemma":[0.9997992,0.0001088014,0.00002311719,0.00001353452,0.0000403829,0.00001495748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001450447,0.00012322,0.01752074,0.0001958026,0.00001553879,0.0004314771,0.0002355678,0.02211724,0.9369492,0.00236686,0.0001609442,0.01973842],"study_design_scores_gemma":[0.00002357573,0.0006201105,0.01978442,0.00002431554,0.00001570277,0.0003409695,0.0002682336,0.3827513,0.5919098,0.0008290029,0.003396341,0.00003617798],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861854,0.0002573552,0.01217031,0.00004237494,0.000009375949,0.00002358148,0.0001998853,0.0001074934,0.001004355],"genre_scores_gemma":[0.9949138,0.0001128077,0.004540811,0.000006299956,0.000002244558,0.000009392396,0.0001340332,0.000004442531,0.0002761433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001377836,"threshold_uncertainty_score":0.003178954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02058554294574655,"score_gpt":0.1983311092082139,"score_spread":0.1777455662624673,"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."}}