{"id":"W4247883126","doi":"10.2118/2002-170","title":"Simulating Cold Heavy-Oil Production With Sand by Reservoir-Wormhole Model","year":2002,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petro Geotech (Canada)","funders":"","keywords":"Petroleum engineering; Wormhole; Production (economics); Environmental science; Oil sands; Oil production; Geology; Materials science; Physics","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":[0.0002446763,0.0005922164,0.0005960123,0.0005339027,0.0006267122,0.0008346564,0.001531952,0.001731096,0.003117032],"category_scores_gemma":[0.0006453989,0.0003839686,0.0006364735,0.0005283515,0.0008128912,0.0005207885,0.0006210299,0.0005943672,0.0001972796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001557947,"about_ca_system_score_gemma":0.001590266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1589537,"about_ca_topic_score_gemma":0.0897788,"domain_scores_codex":[0.9999003,0.00001971707,0.000004543904,0.00001629368,0.00002186887,0.00003729031],"domain_scores_gemma":[0.9995286,0.0002648723,0.00004943869,0.00002325785,0.00007828019,0.00005553364],"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":[0.00002722487,0.00002024321,0.0009630674,0.000007779619,0.000004306639,0.00003829592,0.000009504585,0.9979049,0.0003421708,0.0002513455,0.00003742882,0.0003936593],"study_design_scores_gemma":[0.000007136781,0.000008625752,0.0001740396,0.000001106807,0.000002110293,0.00000168759,0.000008540933,0.9995478,0.0001487527,0.00004757421,0.0000505123,0.000002152664],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963093,0.00008950768,0.02454172,0.0001519892,0.00003279397,0.00009347114,0.0006986103,0.0004151289,0.01088371],"genre_scores_gemma":[0.9942065,0.00004091573,0.003775499,0.00001141058,0.000002840529,0.0000402623,0.0001737444,0.00001620584,0.001732462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1589537,"threshold_uncertainty_score":0.316057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02737125783195561,"score_gpt":0.2391118630837312,"score_spread":0.2117406052517756,"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."}}