{"id":"W2068473628","doi":"10.1002/adfm.201102156","title":"Synthesis of Interfacially Active and Magnetically Responsive Nanoparticles for Multiphase Separation Applications","year":2012,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; University of Alberta","keywords":"Materials science; Nanoparticle; Chemical engineering; Magnetic nanoparticles; Contact angle; Thermogravimetric analysis; Zeta potential; Magnetization; Nanotechnology; Composite material; Magnetic field","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":[0.0002415165,0.00009346002,0.000157217,0.00004453614,0.000119523,0.0000229562,0.00004579873,0.00004223004,0.0002430267],"category_scores_gemma":[0.0004442991,0.00008512595,0.00002130479,0.00006990678,0.00009852131,0.0003593578,0.00003252911,0.00001493162,0.00002472301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002321744,"about_ca_system_score_gemma":0.00002306277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004298211,"about_ca_topic_score_gemma":0.000002420428,"domain_scores_codex":[0.9991913,0.000067585,0.0002811626,0.0001699603,0.0001067175,0.000183259],"domain_scores_gemma":[0.9990423,0.0004573699,0.0001283828,0.000126594,0.0001753232,0.00007005968],"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":[0.0009045747,0.00009350644,0.00006572995,0.00005085422,0.000005446698,3.656081e-8,0.0001264517,0.0003013126,0.9890751,0.004609729,0.00001503094,0.004752241],"study_design_scores_gemma":[0.0003199026,0.00009397876,0.004285928,0.00001900694,0.00002723764,0.000002696801,0.0001052703,0.00004852373,0.9929937,0.0009029341,0.001106741,0.00009407999],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670337,0.00006068102,0.03165,0.00007052156,0.0002578908,0.0005088815,0.0003377081,0.0000346474,0.00004590809],"genre_scores_gemma":[0.9846292,0.00001248194,0.01449121,0.00002828524,0.00008896346,0.0006731196,0.00002655366,0.00001145219,0.00003877802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01759539,"threshold_uncertainty_score":0.3471336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02024070682271157,"score_gpt":0.2995612229400187,"score_spread":0.2793205161173071,"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."}}