{"id":"W4396536785","doi":"10.1016/j.carres.2024.109139","title":"Chemical interaction between the sugar moieties in N, N-di-glycated alanine derivatives","year":2024,"lang":"en","type":"article","venue":"Carbohydrate Research","topic":"Advanced Glycation End Products research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Maillard reaction; Alanine; Reactivity (psychology); Sugar; Amino acid; Stereochemistry; Carbohydrate; Dissociation (chemistry); Organic chemistry; Biochemistry","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":[0.001171189,0.0001316779,0.000123673,0.000226094,0.0000997172,0.0001105321,0.0003677674,0.0001254381,0.00003945945],"category_scores_gemma":[0.0007425571,0.00009430698,0.00004580922,0.0009573226,0.0003207024,0.00001633903,0.0002885542,0.0006977555,0.00007679603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000854022,"about_ca_system_score_gemma":0.0001658456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005036393,"about_ca_topic_score_gemma":0.00001084218,"domain_scores_codex":[0.9980186,0.0004373876,0.0002107385,0.0004833516,0.0003919845,0.0004579566],"domain_scores_gemma":[0.999003,0.0002407131,0.00001780988,0.0004279333,0.0002332977,0.00007728132],"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":[0.00007703334,0.00001523879,0.001280261,0.00005535988,0.00004192359,0.00001118695,0.0002248957,0.00008578323,0.9915329,0.0002255959,0.001485493,0.0049643],"study_design_scores_gemma":[0.0001729857,0.0001101784,0.0008249725,0.00004920715,0.000003945065,0.000005798907,0.0003221599,0.0005753513,0.9600931,0.0005546871,0.03715459,0.0001330189],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922197,0.00245948,0.0001989335,0.003273182,0.0001129066,0.0003499911,0.00001273689,0.00003045578,0.001342557],"genre_scores_gemma":[0.9970331,0.0006417385,0.00003869754,0.00001698399,0.0005323391,0.0001131429,0.0001933253,0.00003496341,0.00139568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0356691,"threshold_uncertainty_score":0.3845727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05748791762609293,"score_gpt":0.3922124006870185,"score_spread":0.3347244830609255,"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."}}