{"id":"W2320588162","doi":"10.2118/171607-pa","title":"Integrated Reservoir Characterization and 3D Modeling of the Monteith Formation: A Case Study of Tight Gas Sandstones in the Western Canada Sedimentary Basin, Alberta, Canada","year":2016,"lang":"en","type":"article","venue":"SPE Reservoir Evaluation & Engineering","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Facies; Reservoir modeling; Fluvial; Structural basin; Petroleum engineering; Drilling; Drill cuttings; Permeability (electromagnetism); Stage (stratigraphy); Petrology; Hydrology (agriculture); Geomorphology; Paleontology; Geotechnical engineering; Engineering; Drilling fluid","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":[0.0002245608,0.0005588718,0.000316739,0.001046338,0.001065935,0.001519532,0.00102609,0.0008705776,0.001312221],"category_scores_gemma":[0.0004885633,0.0003159841,0.0005123412,0.001256074,0.0007867354,0.0002685958,0.0005434917,0.0003570976,0.0001117509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005800805,"about_ca_system_score_gemma":0.004375642,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8749655,"about_ca_topic_score_gemma":0.9063807,"domain_scores_codex":[0.9998841,0.00001163281,0.000006719381,0.00002414514,0.00003739719,0.00003596552],"domain_scores_gemma":[0.9998339,0.00006254294,0.00001527549,0.00001280373,0.00004895405,0.00002648295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001069832,0.0001386323,0.05796349,0.00004636322,0.00003640518,0.0004833823,0.0002487731,0.9243806,0.00278307,0.0007344898,0.000404942,0.01267289],"study_design_scores_gemma":[0.000008904734,0.00001694738,0.01756116,0.000005395686,0.00000995207,0.00003067132,0.0002868023,0.980992,0.0006071004,0.0001090036,0.0003572111,0.00001481682],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917122,0.0000805013,0.004620659,0.00007533259,0.000003857773,0.00005808331,0.0006554506,0.0001400297,0.00265387],"genre_scores_gemma":[0.9941944,0.00004782381,0.0043166,0.000008202728,0.000001474602,0.0000144313,0.0003411722,0.00001506417,0.001060859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1250345,"threshold_uncertainty_score":0.2515416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148303259550038,"score_gpt":0.2202526716944245,"score_spread":0.2054223457394207,"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."}}