{"id":"W2265035572","doi":"","title":"Numerical Study of SAGD: Geomechanical-Flow Coupling For Athabasca Oil Sands Reservoirs","year":2011,"lang":"en","type":"article","venue":"45th U.S. Rock Mechanics / Geomechanics Symposium","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Oil sands; Geology; Petroleum engineering; Geomechanics; Geotechnical engineering; Unconventional oil; Flow (mathematics); Asphalt; Mechanics; Oil shale; Geography","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":[0.0002578857,0.0003483659,0.0003824344,0.0007526873,0.0006771135,0.0008208213,0.0007327557,0.0009870153,0.002791123],"category_scores_gemma":[0.001109995,0.0002910006,0.0003399482,0.0007264145,0.0008442284,0.0004955709,0.0008739404,0.0005297427,0.0001594039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001159802,"about_ca_system_score_gemma":0.001041776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07253333,"about_ca_topic_score_gemma":0.05853475,"domain_scores_codex":[0.9998758,0.00003152904,0.000007739622,0.00001596565,0.00003013849,0.00003876219],"domain_scores_gemma":[0.9995701,0.0001918306,0.00004972763,0.00003655673,0.00007148681,0.00008040429],"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":[0.0001936544,0.0002282745,0.0126297,0.0000505171,0.00004223153,0.0003168751,0.0001005315,0.9749163,0.003163739,0.002246045,0.001080719,0.005031339],"study_design_scores_gemma":[0.00003193254,0.00003461829,0.003567906,0.000004187872,0.000006025769,0.00001652758,0.00008344083,0.9955668,0.0003229961,0.000160042,0.0001955615,0.00001005431],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890537,0.00009570487,0.002195172,0.0003435812,0.00001993283,0.00001713464,0.0003348862,0.0001732301,0.007766705],"genre_scores_gemma":[0.9983474,0.00002022646,0.0008565383,0.00001623512,0.00000318806,0.000007603899,0.00007629552,0.00001308722,0.000659452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07253333,"threshold_uncertainty_score":0.1442223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819415692079099,"score_gpt":0.2259973627485346,"score_spread":0.2078032058277436,"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."}}