{"id":"W2147890005","doi":"10.1002/pola.24740","title":"Polyurea microcapsules: Surface modification and capsule size control","year":2011,"lang":"en","type":"article","venue":"Journal of Polymer Science Part A Polymer Chemistry","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Polyurea; Surface modification; Polyelectrolyte; Polyethylenimine; Materials science; Cationic polymerization; Dispersity; Polymer chemistry; Chemical engineering; Covalent bond; Chemistry; Nanotechnology; Coating; Organic chemistry; Polymer; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00113394,0.0003567993,0.0005505561,0.0001006675,0.0004311279,0.0002040973,0.0009176639,0.0001188524,0.0008757445],"category_scores_gemma":[0.0002532277,0.0003031353,0.0001540147,0.0004861142,0.00170982,0.00131037,0.000170986,0.000318768,0.00007232132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001167125,"about_ca_system_score_gemma":0.0005197578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002168664,"about_ca_topic_score_gemma":0.000002135266,"domain_scores_codex":[0.9967648,0.00006929882,0.000986484,0.0005330745,0.0009194489,0.000726831],"domain_scores_gemma":[0.9973218,0.000148199,0.001061752,0.000503188,0.0004554027,0.0005096521],"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":[0.00009881186,0.0001269632,0.0008796817,0.0000188781,0.000036141,0.00001632872,0.001692674,9.602636e-7,0.9962235,0.00003102859,0.0005665679,0.000308454],"study_design_scores_gemma":[0.0008359341,0.00006387567,0.0005867529,0.00007261308,0.0000842798,0.0005310567,0.001352951,0.00002971148,0.9959099,0.00003322629,0.0001791658,0.0003205099],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97706,0.01781377,0.0002208277,0.0006135763,0.001118677,0.00008199089,0.00005038956,0.00004712438,0.002993659],"genre_scores_gemma":[0.9972232,0.0001153341,0.0002973972,0.0003323767,0.0002184535,0.00000487981,4.86252e-7,0.0000254644,0.001782402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02016322,"threshold_uncertainty_score":0.9999421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02409655214631392,"score_gpt":0.2603896530900654,"score_spread":0.2362931009437515,"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."}}