{"id":"W2138936062","doi":"10.1306/07020909062","title":"Reservoir characterization and facies prediction within the Late Cretaceous Doe Creek Member, Valhalla field, west-central Alberta, Canada","year":2010,"lang":"en","type":"article","venue":"AAPG Bulletin","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Husky Energy (Canada); Nexen (Canada)","funders":"","keywords":"Geology; Cretaceous; Facies; Geochemistry; Field (mathematics); Mining engineering; Archaeology; Geomorphology; Paleontology; Geography; Structural basin","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001393394,0.0001479554,0.0001499528,0.00003699504,0.0001790128,0.0001256263,0.0001518039,0.0001098185,0.0008523446],"category_scores_gemma":[0.0001083476,0.0001179852,0.00004111625,0.0001259332,0.00003141037,0.00006951963,0.00003403076,0.0003357596,0.00002736122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002707912,"about_ca_system_score_gemma":0.00005158796,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1662347,"about_ca_topic_score_gemma":0.7920566,"domain_scores_codex":[0.9990876,0.00004655348,0.0002564305,0.0001584542,0.0002195527,0.0002313739],"domain_scores_gemma":[0.9994243,0.0001036769,0.00005161762,0.0002628267,0.00004170949,0.000115826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002871856,0.0002438806,0.08962445,0.0007106271,0.002242781,0.0001755051,0.02463234,0.3579138,0.2590942,0.001498303,0.25248,0.01109693],"study_design_scores_gemma":[0.0005046335,0.00004777501,0.01738626,0.00002979979,0.0001043247,0.00002491594,0.0004458312,0.2367506,0.006047102,0.00003880064,0.738207,0.0004129577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881303,0.00007667291,0.0005473148,0.008007328,0.0007013649,0.0001594644,0.00002295387,0.0001008238,0.002253772],"genre_scores_gemma":[0.9920616,0.0001870652,0.00004413738,0.0004029312,0.0001455115,0.0000247157,0.00009479974,0.00002473621,0.00701451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6258219,"threshold_uncertainty_score":0.9332575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00563270541143239,"score_gpt":0.1797085013989075,"score_spread":0.1740757959874751,"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."}}