{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005092177,0.000363012,0.0005119801,0.0001525986,0.0003702168,0.001085478,0.0003210855,0.001015235,0.00233093],"category_scores_gemma":[0.0008747551,0.0002464684,0.0002854001,0.0001681899,0.0005622475,0.001879176,0.0003924634,0.0009740309,0.001786312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005382795,"about_ca_system_score_gemma":0.0003240732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005339959,"about_ca_topic_score_gemma":0.0006359375,"domain_scores_codex":[0.9996847,0.00005850297,0.00001619169,0.000087084,0.00006669822,0.00008678222],"domain_scores_gemma":[0.9995751,0.0001005969,0.00006631639,0.00004815505,0.000096799,0.0001129898],"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":[0.0002545587,0.00005717155,0.001311254,0.0002746895,0.00001309506,0.0009736833,0.0001423542,0.0003193923,0.9799169,0.004937788,0.0005339599,0.01126509],"study_design_scores_gemma":[0.00004795879,0.0003560209,0.004401563,0.00004718569,0.00002446131,0.002206461,0.0005217082,0.001556875,0.9539348,0.006193575,0.03067562,0.00003371453],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9362838,0.01006619,0.02812837,0.00462254,0.0006306185,0.0001250767,0.0002138821,0.000377086,0.01955248],"genre_scores_gemma":[0.9778011,0.002435017,0.009014629,0.0004412494,0.00006217457,0.0000420713,0.0001469041,0.0001467871,0.009910041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00233093,"threshold_uncertainty_score":0.007797718,"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."}}