{"id":"W4407219438","doi":"10.1016/j.cis.2025.103426","title":"Rheology of high internal phase ratio emulsions and foams","year":2025,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rheology; Thixotropy; Materials science; Composite material; Shear rate; Viscosity","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":[0.0003260678,0.0006705994,0.0009716552,0.001410255,0.0001416641,0.0005994836,0.000331625,0.0005074068,0.001160107],"category_scores_gemma":[0.0004772464,0.0002352764,0.0003743195,0.0009982069,0.0002704882,0.0008280207,0.0003554615,0.0006194714,0.0006285581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002683551,"about_ca_system_score_gemma":0.0002474329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004363284,"about_ca_topic_score_gemma":0.0002675211,"domain_scores_codex":[0.9997159,0.00004331563,0.00003484028,0.00007669217,0.0001058406,0.00002350923],"domain_scores_gemma":[0.9998437,0.00005084488,0.00004809977,0.000007474394,0.00004039898,0.000009355359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000239376,0.0001312821,0.00205618,0.02864621,0.0002324087,0.001003917,0.000407824,0.004511002,0.4035651,0.006548762,0.008057173,0.5446007],"study_design_scores_gemma":[0.00003513474,0.001267078,0.02305519,0.005464324,0.0004536618,0.0078731,0.0004057969,0.004925429,0.2786071,0.009048938,0.6686391,0.0002251449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01961123,0.9700108,0.005329488,0.0002099587,0.0003012078,0.0000291327,0.0001819162,0.0000868009,0.004239516],"genre_scores_gemma":[0.07226861,0.9162816,0.004300416,0.0002963688,0.0004691392,0.00004920974,0.0003759169,0.00003848005,0.005920165],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001410255,"threshold_uncertainty_score":0.003880978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01660094368173982,"score_gpt":0.3864557450685457,"score_spread":0.3698548013868059,"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."}}