{"id":"W3009830782","doi":"10.11575/prism/37589","title":"Modeling of Lithological Heterogeneity in a Heavy Oil Reservoir, Long Lake Property in the Athabasca Oil Sand Region, Northeastern Alberta","year":2020,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oil sands; Geology; Geochemistry; Petroleum engineering; Mining engineering; Hydrology (agriculture); Environmental science; Archaeology; Geotechnical engineering; Geography; Asphalt","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009512111,0.0003721962,0.0001977331,0.0006086027,0.0006734995,0.0009588142,0.0007925505,0.0005634148,0.0009630729],"category_scores_gemma":[0.0003147028,0.0002466381,0.0003075029,0.0007179727,0.00046101,0.0002275425,0.0003828755,0.0002249416,0.00008438799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003454101,"about_ca_system_score_gemma":0.002646439,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.745653,"about_ca_topic_score_gemma":0.7597628,"domain_scores_codex":[0.9999421,0.00000583393,0.000002770727,0.00001343017,0.00001280695,0.00002319439],"domain_scores_gemma":[0.9999301,0.00002215599,0.00001068582,0.000004375181,0.00001907441,0.00001348929],"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":[0.00007007385,0.00006111868,0.05180326,0.00002518738,0.00002465338,0.0002972082,0.00009069337,0.9397761,0.002357284,0.0004554478,0.0002462024,0.004792773],"study_design_scores_gemma":[0.000009680194,0.00001386636,0.01751919,0.000004002653,0.000009214215,0.00002331524,0.0001936807,0.9815319,0.0003328408,0.00008578234,0.0002698043,0.000006752241],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9960212,0.00005226833,0.001399337,0.0000592127,0.000002871311,0.00001315625,0.0003515315,0.00006083034,0.002039591],"genre_scores_gemma":[0.9975106,0.00004482145,0.001063725,0.00000807423,0.000001276547,0.000006884364,0.0002731733,0.000009720951,0.001081699],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.254347,"threshold_uncertainty_score":0.5116897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02033119088779148,"score_gpt":0.2095335719796556,"score_spread":0.1892023810918642,"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."}}