{"id":"W2492206253","doi":"10.2118/2004-236","title":"Water Permeability Reduction Under Flow-Induced Polymer Adsorption","year":2004,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"University of Regina","keywords":"Permeability (electromagnetism); Adsorption; Reduction (mathematics); Polymer; Flow (mathematics); Relative permeability; Petroleum engineering; Materials science; Chemical engineering; Chemistry; Porosity; Composite material; Mechanics; Geology; Membrane; Engineering; Mathematics; Physics; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008829809,0.0001690064,0.0001164981,0.0002672123,0.00005045684,0.00009008672,0.0002560169,0.000128794,0.001042326],"category_scores_gemma":[0.00001194144,0.000169884,0.00006179102,0.00005941411,0.00004095587,0.0003547326,0.00001620258,0.0002348985,0.0002431055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001534067,"about_ca_system_score_gemma":0.0001961054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01446584,"about_ca_topic_score_gemma":0.02412454,"domain_scores_codex":[0.9989949,0.0000139625,0.0002095867,0.0002480124,0.0002009593,0.0003325924],"domain_scores_gemma":[0.9994088,0.000007011253,0.00001846157,0.0002106718,0.0001372475,0.0002177758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002486616,0.00003842966,0.0001994077,0.0000323562,0.0001407413,0.00002356206,0.000597115,0.1913411,0.7734613,0.02305508,0.0007418444,0.01034417],"study_design_scores_gemma":[0.0005895979,0.00006957167,0.004902408,0.0001070148,0.00001687424,0.00008039362,0.0001370515,0.03012141,0.9390025,0.01722351,0.007072737,0.0006769396],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544064,0.00002516652,0.01489366,0.001165825,0.001250495,0.00007782545,0.00003703846,0.0003199431,0.02782362],"genre_scores_gemma":[0.9982908,0.00002814214,0.0005976565,0.0001053905,0.0001767509,0.00004714388,0.0001039037,0.00002938752,0.0006207712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1655412,"threshold_uncertainty_score":0.9998708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503783704056401,"score_gpt":0.2248346750020611,"score_spread":0.2097968379614971,"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."}}