{"id":"W2160350335","doi":"10.1039/c4tb01717j","title":"Composite silica nanoparticle/polyelectrolyte microcapsules with reduced permeability and enhanced ultrasound sensitivity","year":2015,"lang":"en","type":"article","venue":"Journal of Materials Chemistry B","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"China Scholarship Council","keywords":"Polyelectrolyte; Materials science; Composite number; Nanoparticle; Permeability (electromagnetism); Chemical engineering; Ultrasound; Composite material; Nanotechnology; Polymer; Chemistry; Membrane","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":[0.0009895643,0.0002113339,0.0005067343,0.00002112523,0.00009684708,0.0001798514,0.000124381,0.00006553155,0.0001166373],"category_scores_gemma":[0.0003023939,0.0001594707,0.00004170177,0.00006751446,0.0002678127,0.0003401251,0.00006621531,0.0001199663,0.00001554305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000106476,"about_ca_system_score_gemma":0.0001302935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003221911,"about_ca_topic_score_gemma":0.000004397511,"domain_scores_codex":[0.9983967,0.0001764337,0.0005424331,0.0002432893,0.0003458899,0.0002952716],"domain_scores_gemma":[0.9984264,0.0001891528,0.0005598382,0.0002097364,0.0003940334,0.0002207834],"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":[0.001068885,0.00008559459,0.0001421488,0.00004853387,0.0000414628,0.00003308107,0.0006153227,0.00001655989,0.9977798,7.089599e-7,0.0001393173,0.0000285856],"study_design_scores_gemma":[0.0007739794,0.0001203654,0.001070685,0.0000739017,0.00005192832,0.001419096,0.0003951345,0.000001737297,0.9957989,0.00003245049,0.00008234903,0.0001794044],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987591,0.0002935182,0.00004522628,0.0002996335,0.0002990345,0.00006919322,0.00003171359,0.00003057139,0.0001719949],"genre_scores_gemma":[0.998763,0.00002219598,0.0008619144,0.00004864092,0.0002095608,0.00000320647,0.000001426694,0.00001598487,0.00007403587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00198083,"threshold_uncertainty_score":0.6503028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01232213821165286,"score_gpt":0.2476118389200226,"score_spread":0.2352897007083697,"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."}}