{"id":"W4377100974","doi":"10.1016/j.foodchem.2023.136415","title":"Platinum-loaded dendritic mesoporous silica as novel ethylene scavenger to extend shelf life of banana (Musa nana)","year":2023,"lang":"en","type":"article","venue":"Food Chemistry","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Ethylene; Ripening; Scavenger; Platinum; Chemistry; Catalysis; Mesoporous silica; Shelf life; Browning; Mesoporous material; Softening; Horticulture; Nuclear chemistry; Food science; Organic chemistry; Materials science; Biology; Antioxidant","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003763822,0.0003621493,0.0005349148,0.0001191549,0.000159875,0.00007747263,0.0007792533,0.0002304153,0.0009434362],"category_scores_gemma":[0.0004286398,0.0003920574,0.0001684761,0.0008146862,0.0001274278,0.000141878,0.0004048728,0.0002397111,0.0008007922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009206805,"about_ca_system_score_gemma":0.0001973807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006593835,"about_ca_topic_score_gemma":0.000008921934,"domain_scores_codex":[0.9970914,0.00002934157,0.0006289526,0.0007488522,0.0007206363,0.0007808079],"domain_scores_gemma":[0.9981167,0.0001793267,0.0002202313,0.0008747124,0.0001417116,0.00046736],"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":[0.00005421595,0.00009857142,0.0000397501,0.0003162984,0.00004479859,0.00003064358,0.0005306553,0.0001387287,0.9962606,0.00005859161,0.002276449,0.0001507275],"study_design_scores_gemma":[0.0006528438,0.0001622431,0.0002030913,0.0001890691,0.00004813215,0.00005487123,0.0003365325,0.00005150438,0.9963287,0.0001492612,0.001402315,0.0004215137],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929106,0.0002390302,0.00004393363,0.0005655113,0.0003374191,0.0002750338,0.0002759453,0.0003664436,0.004986119],"genre_scores_gemma":[0.9967183,0.000004961912,0.001413526,0.0002130621,0.0002230109,0.00006180262,0.00006620281,0.00007706476,0.001222096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003807708,"threshold_uncertainty_score":0.9999772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01796958450595264,"score_gpt":0.2534497047247425,"score_spread":0.2354801202187898,"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."}}