{"id":"W4321372303","doi":"10.1080/10934529.2023.2178788","title":"Effect of ultrasonic homogenization on crude oil-water emulsion stability","year":2023,"lang":"en","type":"article","venue":"Journal of Environmental Science and Health Part A","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; University of British Columbia, Okanagan Campus; University of British Columbia; University of Northern British Columbia","funders":"Fisheries and Oceans Canada","keywords":"Creaming; Emulsion; Sonication; Turbidity; Salinity; Homogenization (climate); Materials science; Chromatography; Chemistry; Geology; Organic 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":[],"consensus_categories":[],"category_scores_codex":[0.001878856,0.00006986781,0.000189775,0.00008983538,0.0002350696,0.00001830406,0.0001145001,0.00002760045,0.0001597521],"category_scores_gemma":[0.00004760868,0.00004349084,0.00004918938,0.0001767449,0.0002117273,0.0001478923,0.00003128458,0.0001138167,0.00001028167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001725418,"about_ca_system_score_gemma":0.00004391399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007436103,"about_ca_topic_score_gemma":0.000001599701,"domain_scores_codex":[0.9987896,0.00003066644,0.0002999243,0.0001367393,0.0005284646,0.0002145763],"domain_scores_gemma":[0.9994992,0.00004442776,0.0002091908,0.00009249047,0.0000116031,0.0001430622],"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":[0.00004606963,0.00007114565,0.03014329,0.0001603375,0.000006436972,0.000002262905,0.0003148809,0.00006249393,0.8995958,6.622957e-7,0.00005378567,0.06954286],"study_design_scores_gemma":[0.0006385506,0.0008235234,0.01916611,0.0002287618,0.0000288733,0.00001502935,0.0003065588,0.0004211389,0.9763666,0.00001221968,0.001896648,0.00009602398],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989486,0.0001450331,0.000002364813,0.0004851559,0.00003475291,0.000004756444,0.000006036716,0.000005303335,0.0003680138],"genre_scores_gemma":[0.9989108,0.0007687096,0.00001018509,0.00006419174,0.00004954329,8.725358e-7,0.000003098486,0.000003635013,0.0001890067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07677079,"threshold_uncertainty_score":0.1807989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01617076883673801,"score_gpt":0.2924765298676155,"score_spread":0.2763057610308775,"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."}}