{"id":"W2791729817","doi":"","title":"SURFACTANT-ONLY EOR FOR HIGH SALINITY BRINE","year":2015,"lang":"en","type":"article","venue":"SHAREOK (University of Oklahoma)","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pulmonary surfactant; Brine; Enhanced oil recovery; Chemistry; Aqueous solution; Chromatography; Microemulsion; Salinity; Adsorption; Sulfate; Surface tension; Aqueous two-phase system; Chemical engineering; Petroleum engineering; Thermodynamics; Organic chemistry; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001484048,0.0001612654,0.0001948947,0.0001376224,0.0001153638,0.0003030471,0.0002619704,0.0002792501,0.0009807349],"category_scores_gemma":[0.0001726216,0.0001191546,0.0002255307,0.0001220164,0.0001163794,0.0003330641,0.0002855653,0.0003281138,0.0004217528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002381731,"about_ca_system_score_gemma":0.0002228709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007635585,"about_ca_topic_score_gemma":0.00179463,"domain_scores_codex":[0.9998872,0.0000145418,0.000009263184,0.00002100708,0.00005561623,0.00001219695],"domain_scores_gemma":[0.9999481,0.00001222985,0.00001915319,0.000004115503,0.00001308786,0.000003257979],"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":[0.00003593521,0.00004666828,0.0002949416,0.000153278,0.000005724914,0.00009060816,0.00001551566,0.003626227,0.990019,0.0005631704,0.0001128093,0.005036188],"study_design_scores_gemma":[0.00002443328,0.0002884065,0.0006498516,0.00001364729,0.00001145704,0.00009051646,0.00002280408,0.05077746,0.942489,0.0001545072,0.005468484,0.000009563448],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9332359,0.002204432,0.05701407,0.0003325594,0.00007356371,0.00009945959,0.0003083679,0.0002761765,0.006455399],"genre_scores_gemma":[0.9429588,0.00146114,0.05046296,0.00006992073,0.000008704651,0.00008500061,0.0002366008,0.00004006305,0.004676742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009807349,"threshold_uncertainty_score":0.003280878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02337185814471036,"score_gpt":0.2078180502116524,"score_spread":0.184446192066942,"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."}}