{"id":"W2320916509","doi":"10.1021/am400668q","title":"Target-Molecule-Triggered Rupture of Aptamer-Encapsulated Polyelectrolyte Microcapsules","year":2013,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Carleton University","funders":"National Research Council Canada; Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Aptamer; Polyelectrolyte; Materials science; Polystyrene sulfonate; Nanotechnology; Layer by layer; Molecule; Biophysics; Polymer; Chemical engineering; Chemistry; Layer (electronics); PEDOT:PSS; Organic chemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003595507,0.0005808228,0.001006015,0.0002041581,0.0001826993,0.0003373654,0.0008241917,0.0002382604,0.006911592],"category_scores_gemma":[0.00006562671,0.0004916699,0.00005245404,0.000262788,0.0003789846,0.0004619696,0.0004117447,0.0001886994,0.002878926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007155164,"about_ca_system_score_gemma":0.00006506642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008903269,"about_ca_topic_score_gemma":0.00001201969,"domain_scores_codex":[0.9966444,0.0001420049,0.001170981,0.0007486483,0.0004657175,0.0008282303],"domain_scores_gemma":[0.9980532,0.0001365683,0.0007621837,0.0006634391,0.0002694923,0.000115109],"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":[0.0001832478,0.0001092125,0.00001080052,0.00007182745,0.0001201852,0.000002319215,0.0008980263,0.00001707511,0.994642,0.0003444918,0.003350337,0.0002505207],"study_design_scores_gemma":[0.0005215258,0.0001076815,0.0001820712,0.00006778007,0.00005080482,0.00001109921,0.0006263487,0.000001669723,0.9968429,0.0007037661,0.0004023909,0.0004820089],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930434,0.001520242,0.00007035563,0.0003446952,0.001459285,0.0007358543,0.0001765834,0.0003044821,0.002345092],"genre_scores_gemma":[0.9971571,0.00008847651,0.001350946,0.0002994133,0.000139176,0.0002460726,0.00002812943,0.00007984121,0.0006108298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004113704,"threshold_uncertainty_score":0.9997535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007271583822819149,"score_gpt":0.2242538279871002,"score_spread":0.216982244164281,"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."}}