{"id":"W2028818428","doi":"10.2523/iptc-11234-ms","title":"Review of and Outlook for Enhanced Oil Recovery Techniques in Kuwait Oil Reservoirs","year":2007,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Petroleum engineering; Oil in place; Enhanced oil recovery; Steam injection; Environmental science; Pulmonary surfactant; Geology; Materials science; Petroleum; Chemical engineering; 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":[0.0006447774,0.0001339912,0.0002645541,0.0005626082,0.00001311928,0.00001019693,0.0003213011,0.0001827214,0.00002056213],"category_scores_gemma":[0.0005475444,0.0001427913,0.00004520666,0.0002009647,0.00006816721,0.0001073683,0.00005214712,0.0002230606,0.000001561226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007127503,"about_ca_system_score_gemma":0.00002006371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000760436,"about_ca_topic_score_gemma":0.00002684532,"domain_scores_codex":[0.9990378,0.00001163563,0.0004457711,0.0001865635,0.0001246681,0.0001935464],"domain_scores_gemma":[0.9993391,0.0002008973,0.00007012216,0.0002076341,0.0001526948,0.00002957379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001702851,0.00008786778,0.002364026,0.00675182,0.0001932625,0.00001415454,0.0000943559,0.04360867,0.1310482,0.01611361,0.0008616411,0.7986922],"study_design_scores_gemma":[0.00304046,0.0004120086,0.001770757,0.02218611,0.00005199619,0.00005078788,0.0002175167,0.2486306,0.5174116,0.01755073,0.1873325,0.001344929],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5611629,0.01059012,0.3981569,0.00166284,0.0004581376,0.0001142537,0.00003337425,0.0007346519,0.02708676],"genre_scores_gemma":[0.9243374,0.02029823,0.05420515,0.00006413571,0.00004007998,0.00009030262,0.00001600239,0.00002468036,0.0009240148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7973472,"threshold_uncertainty_score":0.5822858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01857548676956949,"score_gpt":0.3043781950855365,"score_spread":0.285802708315967,"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."}}