{"id":"W2058055385","doi":"10.1021/ja807764m","title":"An “Inside-Out” Microfluidic Approach to Monodisperse Emulsions Stabilized by Solid Particles","year":2008,"lang":"en","type":"article","venue":"Journal of the American Chemical Society","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Dispersity; Microfluidics; Pickering emulsion; Chemistry; Microsphere; Particle (ecology); Nanotechnology; Polymer; Chemical engineering; Rheology; Phase (matter); Emulsion; Polymer chemistry; Materials science; Composite material; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003367003,0.0001418009,0.0003307813,0.00001384628,0.0002577887,0.00004088918,0.0005163986,0.00003890949,0.00002621606],"category_scores_gemma":[0.0001762322,0.00009138183,0.0002784283,0.0003257697,0.0004993384,0.0001812101,0.0001127942,0.0001840925,0.00001437766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001243061,"about_ca_system_score_gemma":0.00007566723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004583081,"about_ca_topic_score_gemma":5.862627e-7,"domain_scores_codex":[0.9984913,0.0001350193,0.0004494175,0.0002122833,0.0003840175,0.0003279749],"domain_scores_gemma":[0.9987438,0.00008061384,0.0003547571,0.0003710547,0.0001487028,0.0003010417],"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":[0.00005762131,0.0003389807,0.0014666,0.000003934925,0.00001198513,6.087094e-7,0.003090289,0.0002126208,0.9727992,0.0000040586,0.02178111,0.0002330262],"study_design_scores_gemma":[0.0003492683,0.0001108516,0.001278855,0.00001207777,0.00002757758,0.00004685609,0.001359105,0.001080442,0.9937968,0.00004384043,0.001750249,0.0001440767],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962137,0.0001078977,0.002743455,0.0006262774,0.0001114605,0.0001149186,0.00001946637,0.00002785978,0.0000349966],"genre_scores_gemma":[0.9892529,0.00009358034,0.009655263,0.000844445,0.0001075953,0.000005756381,0.000001482689,0.00001859206,0.00002035602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02099764,"threshold_uncertainty_score":0.3726443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02469665987700023,"score_gpt":0.2822233651366563,"score_spread":0.257526705259656,"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."}}