{"id":"W2512535536","doi":"10.1038/nature19089","title":"Surface patterning of nanoparticles with polymer patches","year":2016,"lang":"en","type":"article","venue":"Nature","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":316,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Basic Energy Sciences; National Heart, Lung, and Blood Institute; Office of Science; U.S. Department of Energy","keywords":"Nanoparticle; Polymer; Nanotechnology; Surface (topology); Chemistry; Materials science; Geometry; Mathematics; Composite material","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":[0.00009777094,0.00005496921,0.00007504808,0.00001179552,0.00003474582,0.00001000346,0.00007769778,0.0001267578,0.000203518],"category_scores_gemma":[0.00003109807,0.00002826635,0.00001287636,0.00008091703,0.00005318686,0.000110582,0.00002230862,0.00008303679,0.00002572165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008308616,"about_ca_system_score_gemma":0.00001457662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000165953,"about_ca_topic_score_gemma":0.0000178455,"domain_scores_codex":[0.999498,0.00002731037,0.00008954819,0.0001209074,0.0001401267,0.0001241818],"domain_scores_gemma":[0.9996632,0.00005693426,0.00005022792,0.0001473448,0.00005041502,0.00003190596],"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":[0.00002649392,0.00001565358,0.04481715,0.00000752351,0.000001694319,0.000001063386,0.0001406138,0.00002325117,0.9534609,0.0002028731,0.0000695185,0.001233259],"study_design_scores_gemma":[0.0002022014,0.00004379809,0.01868711,0.00006369995,0.000004280249,0.000001910743,0.00003530749,0.00001916181,0.9805973,0.00004407118,0.000244346,0.00005682869],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987649,0.0002243292,0.0003273652,0.0004345466,0.00007621308,0.00003887575,0.00001323541,0.00003515943,0.00008534716],"genre_scores_gemma":[0.9992598,0.000003826454,0.0004846259,0.00005631123,0.00001722505,0.000001423254,5.434976e-7,0.000007246608,0.0001689948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02713638,"threshold_uncertainty_score":0.2228379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00970862357083273,"score_gpt":0.2398994340447346,"score_spread":0.2301908104739018,"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."}}