{"id":"W4210244744","doi":"10.2118/2004-241","title":"Evaluation of the Bottom Water Reservoir VAPEX Process","year":2004,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Library science; Work (physics); Download; Computer science; Engineering; Operations research; World Wide Web; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000583653,0.0001017233,0.00009114855,0.0001559554,0.00004622966,0.00004288903,0.0004445345,0.00006471288,0.0003685373],"category_scores_gemma":[0.0001413273,0.0000757311,0.00004877591,0.00009493313,0.00003352669,0.0001336096,0.00001543876,0.0001744803,0.00002199222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004446428,"about_ca_system_score_gemma":0.000410986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002603949,"about_ca_topic_score_gemma":0.009616205,"domain_scores_codex":[0.9988297,0.00004204522,0.0001970707,0.0001180386,0.000618372,0.0001948228],"domain_scores_gemma":[0.9990444,0.00001767701,0.0000211958,0.0002237554,0.0005803463,0.0001126307],"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":[0.000001270192,0.000002917988,0.0006295841,0.00001088889,0.00003133264,6.103386e-7,0.0002009627,0.9968897,0.0007644437,0.001265116,0.00005117865,0.0001520687],"study_design_scores_gemma":[0.0006276212,0.000007803887,0.008645595,0.00006648619,0.00002378699,0.000004315637,0.00005560047,0.9665516,0.01240283,0.008559192,0.002911505,0.00014366],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782428,0.00003221145,0.00282363,0.0008404381,0.0008022794,0.00009008338,0.00002466843,0.00004244939,0.01710142],"genre_scores_gemma":[0.9992405,0.000004645289,0.0003826318,0.00002459531,0.00007378306,0.00002667885,0.00001627725,0.00001573834,0.0002151076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03033803,"threshold_uncertainty_score":0.5366068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03469863904225724,"score_gpt":0.2870892408971054,"score_spread":0.2523906018548481,"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."}}