{"id":"W2586721168","doi":"10.2118/185037-ms","title":"EOR in Tight Reservoirs, Technical and Economical Feasibility","year":2017,"lang":"en","type":"article","venue":"SPE Unconventional Resources Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Petroleum engineering; Enhanced oil recovery; Oil in place; Tight gas; Permeability (electromagnetism); Tight oil; Fossil fuel; Geology; Environmental science; Petroleum; Hydraulic fracturing; Engineering; Waste management","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":[0.0005036462,0.0001410571,0.0002096432,0.00009061049,0.0001095959,0.0001839922,0.0003456608,0.0001205088,0.0002706991],"category_scores_gemma":[0.0003206872,0.0001421821,0.00005534947,0.00003831819,0.0001602224,0.0001973648,0.0001130756,0.0002681664,0.00002421311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007037429,"about_ca_system_score_gemma":0.00002172161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003211324,"about_ca_topic_score_gemma":0.0001482684,"domain_scores_codex":[0.9990608,0.00004440961,0.0002784423,0.0002576021,0.0001451983,0.0002135929],"domain_scores_gemma":[0.9992088,0.0001376742,0.00004329783,0.0004542745,0.00003709252,0.0001188335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002109964,0.0001429962,0.4421025,0.0004554631,0.00008131354,0.00007552757,0.0003491557,0.4840792,0.005046263,0.05804372,0.0008925705,0.008520308],"study_design_scores_gemma":[0.001040824,0.00002992999,0.5824913,0.0001025682,0.000006104228,0.00001088396,0.00002097703,0.3855155,0.0002385072,0.01680269,0.01345156,0.0002890497],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804466,0.0001473116,0.004367207,0.0003407438,0.0001510073,0.0001284782,0.00001171061,0.0001054945,0.01430138],"genre_scores_gemma":[0.9927514,0.00005443216,0.006473625,0.000006721639,0.00007422176,0.00001246307,0.000006899096,0.00001526547,0.0006050068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1403888,"threshold_uncertainty_score":0.5798017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04879840189597711,"score_gpt":0.3034424902645512,"score_spread":0.2546440883685741,"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."}}