{"id":"W4241200335","doi":"10.1002/ange.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","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Emulsion; Ethylene glycol; Janus; Ionic bonding; Chemical engineering; Side chain; Polymer chemistry; Copolymer; Materials science; Pickering emulsion; Siloxane; Adsorption; Chemistry; Organic chemistry; Polymer; Nanotechnology","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":[0.0002402402,0.0001187586,0.000179128,0.00001561726,0.0005911849,0.0001031085,0.0003793962,0.00006720691,0.0008571219],"category_scores_gemma":[0.0003210018,0.00007838139,0.00007059745,0.00005482691,0.0001773198,0.0002826603,0.00008371301,0.00004827216,0.00001541211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005143608,"about_ca_system_score_gemma":0.00007890775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004232727,"about_ca_topic_score_gemma":0.0002412011,"domain_scores_codex":[0.9991207,0.00003107932,0.0002241206,0.0002414335,0.0001672031,0.0002154301],"domain_scores_gemma":[0.9985697,0.0003993892,0.0002338463,0.0006283926,0.0001082162,0.00006042398],"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":[0.0002398717,0.00004775966,0.0002699523,0.00001633697,0.00001436944,5.000924e-7,0.0003837104,0.00008934448,0.9955167,0.00001871603,0.002282472,0.001120254],"study_design_scores_gemma":[0.00109096,0.00006502619,0.00117918,0.0000356171,0.00004616018,5.798478e-7,0.0002221955,0.001016252,0.9906088,0.00006484109,0.005554486,0.00011587],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970442,0.0002441732,0.0007340725,0.0004534402,0.0003530373,0.0001749941,0.0005517759,0.00003232251,0.0004119631],"genre_scores_gemma":[0.99839,0.0002192966,0.0004435742,0.00002704513,0.00005087557,0.00002898404,0.00007913538,0.00001382251,0.0007472739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00490788,"threshold_uncertainty_score":0.9384884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04145587596563233,"score_gpt":0.3086068628433092,"score_spread":0.2671509868776769,"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."}}