{"id":"W1973707095","doi":"10.2118/2004-002","title":"A Novel Method for Determining Brine-Induced Incremental Oil Recovery During Waterflooding","year":2004,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Brine; Petroleum engineering; Enhanced oil recovery; Geology; Environmental science; Chemistry","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":[0.0003755277,0.0006955449,0.0004789647,0.0006147842,0.000247761,0.0004191184,0.001222018,0.0008195607,0.001025186],"category_scores_gemma":[0.0005201813,0.0003576052,0.0005226317,0.0004665524,0.0002593372,0.0007289005,0.0003419635,0.0007400654,0.0006613715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007117101,"about_ca_system_score_gemma":0.0006839894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002151781,"about_ca_topic_score_gemma":0.002802586,"domain_scores_codex":[0.9995493,0.00004604049,0.00002247136,0.0001319692,0.0002127243,0.00003743929],"domain_scores_gemma":[0.9997466,0.0000667651,0.000064454,0.00003201571,0.00007893695,0.00001117597],"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":[0.0000865217,0.0001038066,0.0008200332,0.0002411131,0.00001815576,0.00009429545,0.00004485524,0.006657505,0.9607141,0.001028994,0.0002715821,0.02991908],"study_design_scores_gemma":[0.00001241014,0.0004200534,0.00162817,0.00001535192,0.00003228138,0.0001590125,0.00004280227,0.2305993,0.7627146,0.0006546872,0.003669205,0.00005220492],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1222251,0.001402929,0.8712444,0.0001970624,0.0001152352,0.0003280978,0.0004409442,0.001450937,0.002595312],"genre_scores_gemma":[0.7066685,0.002711476,0.2807529,0.0001482031,0.0000246475,0.0006719482,0.0004551141,0.0001030601,0.00846416],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002151781,"threshold_uncertainty_score":0.005163848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02248105961364483,"score_gpt":0.25936763699036,"score_spread":0.2368865773767152,"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."}}