{"id":"W2029838204","doi":"10.1021/ma300170c","title":"Polymer Nanoparticles via Living Radical Polymerization in Aqueous Dispersions: Design and Applications","year":2012,"lang":"en","type":"article","venue":"Macromolecules","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":214,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Radical polymerization; Polymerization; Nanoreactor; Nanotechnology; Polymer; Commercialization; Nanoparticle; Materials science; Aqueous solution; Chemical engineering; Chemistry; Organic chemistry; Business; Engineering","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":[0.00007669594,0.0001425694,0.0001333994,0.00005633686,0.0001207543,0.00003310576,0.00008819318,0.00008360305,0.0002625277],"category_scores_gemma":[0.00002993788,0.0001426386,0.00002703677,0.0001374611,0.00008508182,0.0002032193,0.00005328206,0.00007854377,0.00001828291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002722532,"about_ca_system_score_gemma":0.0000118914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002005187,"about_ca_topic_score_gemma":0.000001661333,"domain_scores_codex":[0.9991054,0.00004946871,0.0002176223,0.0002034169,0.0001141501,0.0003099773],"domain_scores_gemma":[0.999478,0.0001383477,0.00007418672,0.0001746304,0.000008953765,0.0001258571],"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":[0.00000985572,0.0001276296,0.007525373,0.00002016396,0.000007464637,0.000001489834,0.0003155859,0.000004194319,0.9148927,0.000619181,0.000002703476,0.07647364],"study_design_scores_gemma":[0.0001285117,0.000006798828,0.00195955,0.00005879546,0.00001979996,0.00002817639,0.0001729986,0.0009542467,0.9957765,0.00006606024,0.0006205675,0.0002080302],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7925232,0.009647853,0.1968227,0.0001676011,0.00003984212,0.0001504099,0.00001096567,0.0001053705,0.0005320663],"genre_scores_gemma":[0.9980597,0.0001617866,0.001268063,0.00009693728,0.0001180598,0.0001235919,0.00002208195,0.00003006018,0.0001196911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2055365,"threshold_uncertainty_score":0.5816633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008887050654278791,"score_gpt":0.2247426124739559,"score_spread":0.2158555618196771,"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."}}