{"id":"W4411044526","doi":"10.1016/j.jfca.2025.107869","title":"Innovative approach for HPTLC detection of acrylamide in potato chips: Toward enhancing ultraviolet absorbance","year":2025,"lang":"en","type":"article","venue":"Journal of Food Composition and Analysis","topic":"Potato Plant Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Absorbance; Ultraviolet; Acrylamide; Chemistry; Chromatography; Materials science; Polymer; Organic chemistry; Optoelectronics","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":[0.0004490689,0.00006658234,0.0002808121,0.0001944661,0.00005724485,0.00002819991,0.0001005877,0.0000436228,0.000004070731],"category_scores_gemma":[0.00003702872,0.00003002723,0.0001217334,0.001635541,0.00002915403,0.00009460523,0.00001513785,0.0001254486,5.41455e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000290384,"about_ca_system_score_gemma":0.00001119243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003914355,"about_ca_topic_score_gemma":0.0001045351,"domain_scores_codex":[0.9991806,0.00007179,0.000378922,0.0001077517,0.0001489712,0.0001119477],"domain_scores_gemma":[0.9992977,0.0001635129,0.0002306968,0.00002105868,0.0002561735,0.00003080703],"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":[0.0001712004,0.00009912975,0.004363486,0.00002553058,0.0002565712,8.085679e-7,0.00008415335,0.0001999365,0.9771323,0.0001255859,0.000007062279,0.01753426],"study_design_scores_gemma":[0.0006539399,0.000872332,0.3339526,0.0001357107,0.0002402413,0.00001588551,0.00116449,0.006472907,0.6555753,0.0006870485,0.00008469818,0.0001448468],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835674,0.0002562783,0.01567395,0.0002867852,0.00001346307,0.00008282186,0.00002543707,0.000002979442,0.00009094454],"genre_scores_gemma":[0.9990939,0.00007198448,0.0007211666,0.00005136011,0.00002522718,0.000004345122,0.00002252861,2.985133e-7,0.000009219211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3295892,"threshold_uncertainty_score":0.1224475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01924594477955632,"score_gpt":0.265825811515341,"score_spread":0.2465798667357846,"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."}}