{"id":"W2987520121","doi":"10.7939/r3-333x-6t13","title":"Adsorption at Oil/Water Interface: Application in SAGD Operation","year":2019,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Electrohydrodynamics and Fluid Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adsorption; Petroleum engineering; Interface (matter); Environmental science; Process engineering; Chemistry; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001780292,0.00006446232,0.00008503816,0.00009270717,0.00001381094,0.000006657047,0.0001097967,0.00006750867,0.0002535635],"category_scores_gemma":[4.132073e-7,0.00007145271,0.00002551719,0.00007225374,0.00001144448,0.0004431496,0.00005589022,0.00006703033,0.0002088988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006536081,"about_ca_system_score_gemma":0.000006296653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000213806,"about_ca_topic_score_gemma":0.0007473478,"domain_scores_codex":[0.9996634,0.000008889376,0.00007411181,0.0001061282,0.00004414497,0.0001033232],"domain_scores_gemma":[0.9998258,0.00001385294,0.00001166396,0.00012241,0.000004448757,0.00002184856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001087103,0.00005585261,0.0392686,0.0001666574,0.00003851564,0.000001724156,0.003553592,0.3048873,0.6449262,0.004673921,0.0005841377,0.001734792],"study_design_scores_gemma":[0.000319339,0.00002277954,0.002043989,0.00001652978,0.000004309175,0.0000010594,0.00005055431,0.9836156,0.01017601,0.00006216079,0.003576686,0.0001110106],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823277,0.00002862548,0.001376898,0.0001232293,0.00004499801,0.00006723565,0.000001591938,0.0000413287,0.01598839],"genre_scores_gemma":[0.9917482,0.0001103072,0.0002970177,0.00001085415,0.000006256304,1.701946e-7,0.0001634243,0.00001293112,0.007650878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6787283,"threshold_uncertainty_score":0.2913757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001720727511323858,"score_gpt":0.1407645764094266,"score_spread":0.1390438488981028,"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."}}