{"id":"W4414149330","doi":"10.1016/j.colsurfa.2025.138315","title":"Microfluidic generation of single‑ and double‑core double emulsions for colon delivery","year":2025,"lang":"en","type":"article","venue":"Colloids and Surfaces A Physicochemical and Engineering Aspects","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microfluidics; Polyethylene glycol; Aqueous solution; Volumetric flow rate; PEG ratio; Fourier transform infrared spectroscopy; Viscosity; Flow focusing; Drug delivery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001638655,0.0002349368,0.0001921478,0.0001779474,0.00008840773,0.000211049,0.0001928237,0.0002241474,0.0003973714],"category_scores_gemma":[0.0001662571,0.000152962,0.0002174971,0.00008517853,0.0001323489,0.000202263,0.0002465122,0.0003266114,0.0001717228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002223748,"about_ca_system_score_gemma":0.0001697772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001437478,"about_ca_topic_score_gemma":0.0003133693,"domain_scores_codex":[0.9999297,0.00000490803,0.000006374182,0.0000204819,0.00002290469,0.00001572566],"domain_scores_gemma":[0.9999257,0.00001564918,0.00002600635,0.000006425155,0.00001232822,0.0000139479],"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":[0.00001586495,0.00001109437,0.0000430984,0.00002901301,0.000002275928,0.00002698833,0.000009359779,0.0001734969,0.9959981,0.0001903855,0.00004177762,0.003458424],"study_design_scores_gemma":[0.000013958,0.00008711345,0.0002939493,0.000002936265,0.00000500506,0.00004981471,0.000004108154,0.00284969,0.9948471,0.00005601647,0.001785294,0.00000504687],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.828471,0.003215217,0.1626206,0.0002624457,0.0002647574,0.0003484126,0.0004250029,0.0007822264,0.003610344],"genre_scores_gemma":[0.9141142,0.001166957,0.08204473,0.00009839284,0.00003080638,0.0002006305,0.0001820042,0.00005221136,0.002110088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003973714,"threshold_uncertainty_score":0.001613438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02793171732767289,"score_gpt":0.2461508750322625,"score_spread":0.2182191577045896,"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."}}