{"id":"W4362670585","doi":"10.3390/metabo13040526","title":"Unexpected Value of Honey Color for Prediction of a Non-Enzymatic H2O2 Production and Honey Antibacterial Activity: A Perspective","year":2023,"lang":"en","type":"review","venue":"Metabolites","topic":"Bee Products Chemical Analysis","field":"Agricultural and Biological Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Polyphenol; Chemistry; Antioxidant; Food science; Hydrogen peroxide; Polyphenol oxidase; Pro-oxidant; Biochemistry; Enzyme; Peroxidase","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001346465,0.001100949,0.0007619275,0.00166207,0.0001892809,0.00179661,0.0004660439,0.001165045,0.001291243],"category_scores_gemma":[0.002365381,0.0003538998,0.0007537858,0.0009823827,0.0004243139,0.0007114256,0.0003640061,0.001125717,0.0007685141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003034041,"about_ca_system_score_gemma":0.0002203123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009597606,"about_ca_topic_score_gemma":0.0009541415,"domain_scores_codex":[0.9994235,0.0001465174,0.00003502489,0.0002070514,0.0001448259,0.00004308209],"domain_scores_gemma":[0.9984764,0.0007048092,0.0002325526,0.0001399213,0.0003631577,0.00008305952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001239805,0.0005822491,0.4018837,0.002103157,0.00103698,0.001003721,0.0003993122,0.004633565,0.453648,0.001275728,0.002569753,0.1296241],"study_design_scores_gemma":[0.00006227395,0.001631394,0.681,0.0004050914,0.001088892,0.00430103,0.0009983865,0.1126603,0.1771974,0.004514565,0.01589692,0.0002437847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8411887,0.05710607,0.08837092,0.001118363,0.0006283743,0.0002433328,0.002138703,0.001065296,0.008140365],"genre_scores_gemma":[0.9707228,0.005538757,0.02123627,0.0002236194,0.0001977336,0.00005685203,0.0008869556,0.00006863055,0.00106835],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00179661,"threshold_uncertainty_score":0.007120907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05254051964066015,"score_gpt":0.2969971833692098,"score_spread":0.2444566637285497,"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."}}