{"id":"W2025581995","doi":"10.1021/jf0261506","title":"Why Asparagine Needs Carbohydrates To Generate Acrylamide","year":2003,"lang":"en","type":"article","venue":"Journal of Agricultural and Food Chemistry","topic":"Potato Plant Research","field":"Agricultural and Biological Sciences","cited_by":467,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Maillard reaction; Decarboxylation; Acrylamide; Chemistry; Asparagine; Amadori rearrangement; Maleimide; Covalent bond; Organic chemistry; Biochemistry; Monomer; Polymer; Catalysis","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":[],"consensus_categories":[],"category_scores_codex":[0.0001798508,0.0001567157,0.0002233878,0.00001157804,0.000109905,0.0001097323,0.0002060212,0.00008464637,0.0001297942],"category_scores_gemma":[0.00007899793,0.00004694094,0.00009045514,0.0003993929,0.0000302402,0.0001305764,0.00004363049,0.0002292741,0.000004394068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002599723,"about_ca_system_score_gemma":0.00001012506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001536888,"about_ca_topic_score_gemma":0.00002000312,"domain_scores_codex":[0.9989815,0.00003438268,0.0002712909,0.0001306819,0.0002849642,0.0002971513],"domain_scores_gemma":[0.9992404,0.00007445381,0.0001254487,0.00002973375,0.0001987035,0.0003312491],"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":[0.00001192149,0.00003414805,0.0009083489,0.000009650334,0.00003435942,0.000007559672,0.00004854052,0.0000178992,0.9923838,0.00001931941,0.005767257,0.0007571852],"study_design_scores_gemma":[0.0002281953,0.0004769749,0.04884223,0.00004610687,0.00002336548,0.001060256,0.0008971058,0.000001748778,0.9183503,0.0001096069,0.02970847,0.0002555778],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948975,0.0009142996,7.238631e-7,0.002818009,0.00005801951,0.00005421351,0.0000170094,0.00001123554,0.001228955],"genre_scores_gemma":[0.9985901,0.0001202563,0.00008905314,0.000276578,0.000363734,0.000002479825,0.00001000717,7.16014e-7,0.0005470525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07403344,"threshold_uncertainty_score":0.1914196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145756047131522,"score_gpt":0.204192021917101,"score_spread":0.1896164172039488,"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."}}