{"id":"W4386383830","doi":"10.1016/j.mineng.2023.108324","title":"Competitive adsorption between sodium citrate and naphthenic acids on alumina surfaces: Experimental and computational study","year":2023,"lang":"en","type":"article","venue":"Minerals Engineering","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Syncrude; Compute Canada","keywords":"Adsorption; Chemistry; Gibbsite; Wetting; Electrokinetic phenomena; Chemical engineering; Inorganic chemistry; Sodium dodecylbenzenesulfonate; Aluminium; Organic chemistry; Physical 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001468924,0.0002239045,0.0002292682,0.0002021211,0.00003635041,0.00005262177,0.00006566901,0.0000600208,0.000007222681],"category_scores_gemma":[0.00001444476,0.0002464128,0.00002394348,0.0002448129,0.00002225981,0.000156089,0.00004519327,0.0001498465,0.00001251647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005166562,"about_ca_system_score_gemma":0.000004210226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008508315,"about_ca_topic_score_gemma":0.000002310136,"domain_scores_codex":[0.9991537,0.00001745018,0.0001982078,0.000232072,0.0001609605,0.0002375468],"domain_scores_gemma":[0.9996437,0.0001422419,0.00001904297,0.00009990374,0.00002179794,0.0000733495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001712792,0.00006164306,0.006569171,0.0001529143,0.0001902496,0.00002801013,0.002091941,0.499806,0.4885428,0.00131638,0.0003277296,0.0008960389],"study_design_scores_gemma":[0.001863889,0.001001564,0.1646485,0.0003612998,0.00005389437,0.00002037009,0.001121154,0.5976623,0.2303509,0.0002120007,0.001390932,0.001313166],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963631,0.0001630582,0.001462816,0.00001367368,0.00009106599,0.0002621879,0.0000251036,0.001060227,0.0005587681],"genre_scores_gemma":[0.9980775,0.00003887676,0.001574065,0.00000687952,0.00006621305,0.00004493113,0.00004140785,0.00005499714,0.00009518101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2581919,"threshold_uncertainty_score":0.9999988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01497003799867759,"score_gpt":0.2474505845322285,"score_spread":0.2324805465335509,"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."}}