{"id":"W1981683829","doi":"10.2118/142894-pa","title":"Estimation of Vertical Permeability in the McMurray Formation","year":2010,"lang":"en","type":"article","venue":"Journal of Canadian Petroleum Technology","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Geology; Permeability (electromagnetism); Oil shale; Petroleum engineering; Hydrogeology; Facies; Porosity; Geotechnical engineering; Geomorphology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006702993,0.00005750916,0.0001423104,0.00132091,0.00001691715,0.000009189079,0.0002196466,0.000148017,0.00001598214],"category_scores_gemma":[0.000437683,0.00004481131,0.00003926208,0.0005068322,0.00004219066,0.0001285352,0.000003505627,0.0005320699,0.000001432975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006789553,"about_ca_system_score_gemma":0.00005943459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002790362,"about_ca_topic_score_gemma":0.008453136,"domain_scores_codex":[0.9993289,0.00002516262,0.0003534199,0.00003360956,0.0001185895,0.0001403772],"domain_scores_gemma":[0.9996113,0.00007611653,0.00003677206,0.0001645029,0.00005502515,0.00005625082],"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":[0.000004330294,0.000008456413,0.002068422,0.00003012529,0.000007388503,0.000008384162,0.0001691242,0.9774342,0.00745249,0.003081504,0.0001690391,0.009566543],"study_design_scores_gemma":[0.0003767111,0.00006752395,0.01730517,0.00001865643,0.000009353937,0.0001636626,0.0001405277,0.9666669,0.006144182,0.00239314,0.006641268,0.0000729132],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780428,0.00004799032,0.01969998,0.001293111,0.0002084709,0.00003195553,0.00000153652,0.00001763807,0.0006564828],"genre_scores_gemma":[0.9921904,0.000009787382,0.007753312,0.00001071799,0.00002527346,0.000001904083,6.214618e-7,0.000005965155,0.000001998854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01523675,"threshold_uncertainty_score":0.4717049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00832263841722243,"score_gpt":0.2386925487139626,"score_spread":0.2303699102967402,"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."}}