{"id":"W3217454788","doi":"10.3390/antiox10111840","title":"Antioxidant and Functional Activities of MRPs Derived from Different Sugar–Amino Acid Combinations and Reaction Conditions","year":2021,"lang":"en","type":"article","venue":"Antioxidants","topic":"Advanced Glycation End Products research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Maillard reaction; Chemistry; Oxygen radical absorbance capacity; Antioxidant; Food science; DPPH; Browning; Biochemistry; Trolox equivalent antioxidant capacity; Amino acid; Reducing sugar; Functional food; Glycine; Sugar","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00005331514,0.0001085976,0.0001372686,0.0000541701,0.0001364963,0.00002047195,0.00003826971,0.00007477758,0.00003947605],"category_scores_gemma":[0.0001372967,0.0001107448,0.00003183885,0.00007618979,0.0001807416,0.00002073095,0.00009360413,0.00008165716,0.000001788086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009173764,"about_ca_system_score_gemma":0.0000583572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001469063,"about_ca_topic_score_gemma":0.00004389754,"domain_scores_codex":[0.9991596,0.00007867513,0.000161741,0.0003207001,0.0001458108,0.0001334515],"domain_scores_gemma":[0.9994373,0.00004627417,0.00007984433,0.0002166535,0.0001608177,0.00005916528],"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":[0.00003184946,0.0001329774,0.008519257,0.00001875115,0.00006506994,0.000002235604,0.00003649998,0.000001683973,0.9889622,0.0005267506,0.0001118849,0.001590878],"study_design_scores_gemma":[0.0004133348,0.00003960921,0.424147,0.00001321371,0.00001271318,0.000016889,0.0001593653,0.00001129249,0.5741367,0.0006326904,0.0003464675,0.00007062911],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962878,0.001182164,0.001637449,0.0002718275,0.0001082286,0.00009729138,0.0001823578,0.000009917522,0.0002230029],"genre_scores_gemma":[0.9966421,0.001736048,0.000389905,0.00004748792,0.00006461393,0.00001452524,0.0005361766,0.00001241089,0.0005567525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4156278,"threshold_uncertainty_score":0.4516041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01841690688896107,"score_gpt":0.2794716520103422,"score_spread":0.2610547451213812,"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."}}