{"id":"W2761439415","doi":"10.2118/187676-ms","title":"Application of Memory Concept on Petroleum Reservoir Characterization: A Critical Review","year":2017,"lang":"en","type":"review","venue":"","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Permeability (electromagnetism); Porosity; Geology; Geothermal gradient; Petroleum engineering; Fluid dynamics; Petroleum reservoir; Reservoir modeling; Reservoir engineering; Enhanced oil recovery; Petroleum; Geotechnical engineering; Mechanics; Geophysics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00209377,0.001119452,0.001590721,0.003717789,0.0003814795,0.001504171,0.001765272,0.001410641,0.001706477],"category_scores_gemma":[0.002741543,0.0006913596,0.00111566,0.004142896,0.001129366,0.002870873,0.000984777,0.001317005,0.0006799747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019621,"about_ca_system_score_gemma":0.00184228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002750587,"about_ca_topic_score_gemma":0.001390602,"domain_scores_codex":[0.9992502,0.0001442419,0.0001318178,0.0001682767,0.0002603019,0.00004512451],"domain_scores_gemma":[0.9972959,0.001448017,0.0002172676,0.00008466457,0.0008859087,0.00006814879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009225217,0.0001178016,0.001041723,0.03302,0.0002431887,0.0004010402,0.0002692726,0.004462558,0.002672001,0.01864578,0.01483154,0.9242029],"study_design_scores_gemma":[0.00002079194,0.0004565918,0.002833507,0.01536084,0.0006094037,0.002202713,0.0004254041,0.005738001,0.006066213,0.01152394,0.9545706,0.000192017],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006232586,0.9958938,0.00199487,0.0002625177,0.0002085416,0.00001361939,0.0000207716,0.00001196348,0.0009705427],"genre_scores_gemma":[0.005219182,0.9925127,0.001419225,0.0001620755,0.0002744081,0.00001695785,0.0000356557,0.000006196061,0.0003536999],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003717789,"threshold_uncertainty_score":0.01107311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06311903474302208,"score_gpt":0.3684305135365368,"score_spread":0.3053114787935147,"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."}}