{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003419707,0.0004263444,0.000221959,0.0003434418,0.000197349,0.0005299869,0.0004825419,0.0006068063,0.0008429206],"category_scores_gemma":[0.0002182654,0.0002841788,0.0001549906,0.000204412,0.0003399557,0.0005646069,0.0003192109,0.0006745925,0.000848586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005355502,"about_ca_system_score_gemma":0.0001579909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002296083,"about_ca_topic_score_gemma":0.0003509506,"domain_scores_codex":[0.9998422,0.00001984664,0.00001107306,0.00005093633,0.00006403097,0.00001189577],"domain_scores_gemma":[0.9998988,0.00001932268,0.00002970547,0.000008036614,0.0000253173,0.00001888241],"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":[0.00005079863,0.000104935,0.00006713788,0.000381815,0.000007379172,0.0001566592,0.0000941902,0.001434788,0.9447631,0.00538426,0.0007036161,0.04685131],"study_design_scores_gemma":[0.00003997605,0.0006025422,0.0001820279,0.00003483137,0.00001614402,0.0002749927,0.00001981046,0.007590362,0.9421007,0.001030148,0.04808971,0.00001873607],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5190165,0.1231004,0.3005893,0.003142398,0.001036323,0.000619264,0.0004051723,0.002161942,0.04992868],"genre_scores_gemma":[0.8458647,0.03010839,0.09689322,0.0003845139,0.0002676936,0.0003426434,0.0002227991,0.0002141671,0.02570192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008429206,"threshold_uncertainty_score":0.003885686,"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."}}