{"id":"W2956337911","doi":"10.2118/195687-pa","title":"Quantification of the Viscoelastic Effects During Polymer Flooding: A Critical Review","year":2019,"lang":"en","type":"review","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Viscoelasticity; Deborah number; Rheology; Porous medium; Enhanced oil recovery; Strain hardening exponent; Materials science; Residual oil; Mechanics; Porosity; Geology; Physics; Petroleum engineering; Composite material","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":[0.0003406631,0.000309171,0.00124823,0.0001412683,0.00005645434,0.00004179557,0.0004685198,0.0001935147,0.00006663262],"category_scores_gemma":[0.0005302521,0.000201155,0.0006787273,0.0003005087,0.00004182831,0.0001208144,0.00005715981,0.00102396,0.00008838593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001695116,"about_ca_system_score_gemma":0.00009807831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.191931e-7,"about_ca_topic_score_gemma":3.153878e-7,"domain_scores_codex":[0.9983036,0.0001701056,0.0007804266,0.000161186,0.0003208942,0.0002638015],"domain_scores_gemma":[0.9987726,0.0003605237,0.0002747803,0.0004600661,0.00006269638,0.00006930768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000001382237,0.00002381628,0.000001500196,0.5234687,0.0001969717,0.00001219937,0.000009910902,0.00002397968,0.0005518145,0.0003579619,0.001620018,0.4737318],"study_design_scores_gemma":[0.000103451,0.00004952533,0.00001609849,0.7142141,0.0022657,0.001127859,0.0000012138,0.0000572284,0.005768409,0.0001389084,0.2757273,0.0005301269],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009936383,0.995023,0.002104864,0.00002169297,0.001545994,0.000435294,0.000007287298,0.00008031906,0.0007716808],"genre_scores_gemma":[0.000117495,0.9990574,0.0003062435,0.00001097375,0.0002384939,0.00002429496,0.000001711755,0.00008471292,0.0001587314],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4732016,"threshold_uncertainty_score":0.8202862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03556403764006889,"score_gpt":0.3283790396262559,"score_spread":0.292815001986187,"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."}}