{"id":"W4406854327","doi":"10.1021/acs.jafc.4c10948","title":"Nanoization of Technical Pesticides: Facile and Smart Pesticide Nanocapsules Directly Encapsulated through “On Site” Metal–Polyphenol Coordination Assembly for Improved Efficacy and Biosafety","year":2025,"lang":"en","type":"article","venue":"Journal of Agricultural and Food Chemistry","topic":"Polymer-Based Agricultural Enhancements","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"National Natural Science Foundation of China","keywords":"Nanocapsules; Biosafety; Pesticide; Chemistry; Polyphenol; Nanotechnology; Environmental chemistry; Materials science; Biotechnology; Organic chemistry; Biology; Antioxidant; Nanoparticle","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":[0.0000780047,0.0002143161,0.0003450802,0.00003042857,0.00007823229,0.00003758376,0.0000762234,0.0001429303,0.000002587394],"category_scores_gemma":[0.0001422752,0.0001293151,0.00006417844,0.0001922659,0.00005483766,0.0002005429,0.00002928026,0.0001502531,1.070822e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005371519,"about_ca_system_score_gemma":0.00001422329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004818318,"about_ca_topic_score_gemma":0.000002587585,"domain_scores_codex":[0.9990803,0.00001146047,0.0004626117,0.000157947,0.0001216672,0.0001660417],"domain_scores_gemma":[0.9993361,0.000143507,0.0002116669,0.00005557284,0.0001815614,0.00007164934],"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":[0.00004512352,0.00005322082,0.00005487748,0.0002569365,0.0001389252,3.367121e-7,0.00005996724,0.0001880993,0.997431,0.00003530119,0.0001575607,0.001578611],"study_design_scores_gemma":[0.001311795,0.0003221924,0.04015459,0.0003311959,0.0002015212,0.00004565258,0.0001249347,0.0003530684,0.9568297,0.00005339268,0.00009110464,0.0001807963],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966924,0.001850361,0.0005624131,0.0002987937,0.00008280997,0.000205819,0.00005564008,0.00003941024,0.000212305],"genre_scores_gemma":[0.9989265,0.0002568096,0.0005973662,0.00001477031,0.00005116531,0.000008433754,0.00004566963,0.000006707779,0.00009257239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04060129,"threshold_uncertainty_score":0.5273317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006310579429121503,"score_gpt":0.2119671667415412,"score_spread":0.2056565873124197,"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."}}