{"id":"W3207589053","doi":"10.2118/205118-ms","title":"Experimental Design and Evaluation of Surfactant Polymer for a Heavy Oil Field in South of Sultanate of Oman","year":2021,"lang":"en","type":"article","venue":"SPE Europec featured at 82nd EAGE Conference and Exhibition","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pulmonary surfactant; Residual oil; Petroleum engineering; Enhanced oil recovery; Polymer; Work (physics); Environmental science; Process engineering; Chemical engineering; Materials science; Geology; Engineering; Mechanical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006445392,0.0003733293,0.0003196443,0.0004117745,0.0007799835,0.0003584043,0.0004586901,0.0005475515,0.0014538],"category_scores_gemma":[0.0004642286,0.0001700495,0.0003121489,0.0003722182,0.0004223704,0.0003380361,0.0004167727,0.0004299943,0.0003407211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006276667,"about_ca_system_score_gemma":0.001009366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004982312,"about_ca_topic_score_gemma":0.009990255,"domain_scores_codex":[0.9996912,0.00005963373,0.00002273631,0.000083473,0.00008797952,0.00005492465],"domain_scores_gemma":[0.9996262,0.00007250965,0.0000611284,0.00002888914,0.0001548685,0.00005641206],"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":[0.0007420806,0.001192092,0.005315644,0.000338344,0.00002487554,0.0003157077,0.0002781391,0.002675646,0.9777653,0.0002818359,0.0001202075,0.01095026],"study_design_scores_gemma":[0.0001970078,0.01394883,0.04942454,0.00004687433,0.0001059816,0.0001259195,0.001199578,0.009411093,0.9182191,0.0003083756,0.006956775,0.00005594949],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941104,0.00005388465,0.004079101,0.00003523074,0.00001157644,0.0005612115,0.000242578,0.00006116691,0.0008446738],"genre_scores_gemma":[0.9775844,0.0001979671,0.01842106,0.00007405397,0.000006843998,0.001212108,0.0003127142,0.00003010286,0.002160599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004982312,"threshold_uncertainty_score":0.00990665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03209212223213006,"score_gpt":0.2638830964117533,"score_spread":0.2317909741796232,"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."}}