{"id":"W2244966163","doi":"","title":"Electrical Property Estimation For Complex Carbonate Reservoirs Using Wireline Logs","year":2012,"lang":"en","type":"article","venue":"","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Wireline; Geology; Property (philosophy); Carbonate; Petroleum engineering; Well logging; Mining engineering; Computer science; Telecommunications","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":[0.0003829862,0.0001328015,0.0001621455,0.0000948719,0.00005396979,0.00002408724,0.00008646526,0.00008148534,0.00003726008],"category_scores_gemma":[0.0001396739,0.0000970749,0.00005396044,0.0002035567,0.00001054082,0.0001968515,0.00001380695,0.000100839,0.00000703134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008652306,"about_ca_system_score_gemma":0.000008827304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002213452,"about_ca_topic_score_gemma":9.544008e-7,"domain_scores_codex":[0.9991589,0.00002739561,0.0002271635,0.00009846348,0.0001290243,0.0003590891],"domain_scores_gemma":[0.9995279,0.0001233336,0.0000159657,0.0001647546,0.00005542846,0.0001126225],"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":[0.000008568839,0.00001148276,0.0002822465,0.00004964591,0.00001517566,1.294296e-7,0.00003148063,0.9883295,0.008267318,0.000400557,0.0005786031,0.002025292],"study_design_scores_gemma":[0.0003279902,0.0000157728,0.0006463947,0.000007328305,0.00001231036,0.000003763403,0.000003499748,0.9881216,0.001842389,0.0001002399,0.008757774,0.0001608882],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1049014,0.0001500528,0.8910573,0.00003897387,0.0002180186,0.0002519337,0.000003035281,0.0004476348,0.002931637],"genre_scores_gemma":[0.606143,0.000004443104,0.3933494,0.00001437438,0.0001355751,0.00001649396,0.00001823605,0.00003213,0.000286322],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5012416,"threshold_uncertainty_score":0.39586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08210427227143778,"score_gpt":0.3283547963334101,"score_spread":0.2462505240619723,"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."}}