{"id":"W2748013508","doi":"10.1002/anie.201706158","title":"Universal Janus Filters for the Rapid Separation of Oil from Emulsions Stabilized by Ionic or Nonionic Surfactants","year":2017,"lang":"en","type":"article","venue":"Angewandte Chemie International Edition","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Emulsion; Janus; Ionic bonding; Ethylene glycol; Side chain; Chemical engineering; Materials science; Copolymer; Polymer chemistry; Siloxane; Adsorption; Oil droplet; Chemistry; Organic chemistry; Polymer; Nanotechnology; Composite material","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000244953,0.0001174158,0.0001377803,0.00003106264,0.0004621647,0.0001436619,0.0004391672,0.00007196988,0.001693122],"category_scores_gemma":[0.000508834,0.00008483471,0.00007963946,0.00004272908,0.0001607005,0.0005784389,0.00007719619,0.00005979889,0.00001817917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001107801,"about_ca_system_score_gemma":0.00007033141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003623708,"about_ca_topic_score_gemma":0.0001576158,"domain_scores_codex":[0.9989861,0.00002748147,0.0002768738,0.0002477968,0.0003040943,0.0001577151],"domain_scores_gemma":[0.9985302,0.0004296119,0.0003431765,0.0003712717,0.0002770082,0.00004870262],"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":[0.0004074999,0.00008833323,0.0002179032,0.00001150057,0.0000326884,6.705843e-7,0.0002695543,0.0002412218,0.9881685,0.0001054594,0.008544696,0.001911961],"study_design_scores_gemma":[0.001213943,0.00006221686,0.001995114,0.00005869721,0.0000379492,0.000001324303,0.0001896454,0.004298429,0.9827214,0.0002620931,0.009042035,0.0001171665],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778783,0.0000961271,0.0144064,0.001829729,0.002596703,0.0002098079,0.002072371,0.00004471226,0.0008658877],"genre_scores_gemma":[0.9976503,0.000207295,0.0004475048,0.00004675074,0.0003252645,0.00005292055,0.0006266533,0.0000127935,0.0006304978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01977206,"threshold_uncertainty_score":0.9992195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03501872594166962,"score_gpt":0.315792431115327,"score_spread":0.2807737051736574,"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."}}