{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006664863,0.0007112069,0.0003593375,0.0005101142,0.0001444002,0.0002652986,0.000211047,0.0004083544,0.001638548],"category_scores_gemma":[0.0004648139,0.000208943,0.000627883,0.0004340858,0.000214942,0.0003462987,0.0001727176,0.0005640991,0.0003352792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002069303,"about_ca_system_score_gemma":0.0001706196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003734403,"about_ca_topic_score_gemma":0.0003705256,"domain_scores_codex":[0.9996506,0.0001009254,0.00004151399,0.00005545574,0.00007088271,0.00008069824],"domain_scores_gemma":[0.9995497,0.00008645975,0.0001361257,0.00003463713,0.0001097117,0.00008333901],"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":[0.0003368963,0.00004731791,0.0001629156,0.00006760083,0.00001620671,0.00004092565,0.00002491335,0.0000738306,0.9983996,0.00004828984,0.00001907275,0.0007624495],"study_design_scores_gemma":[0.00001223666,0.001061105,0.001810176,0.00000737665,0.00003830441,0.00007599586,0.00002247625,0.0003231073,0.9960827,0.00001755195,0.0005408582,0.000008101665],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956072,0.001571469,0.001739412,0.00003876186,0.00002956506,0.00003232044,0.0002969384,0.00003612851,0.0006480986],"genre_scores_gemma":[0.9894732,0.00103732,0.006005204,0.00005395877,0.00003564097,0.00005547996,0.001383297,0.00003149982,0.001924401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001638548,"threshold_uncertainty_score":0.005481541,"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."}}