{"id":"W2921604843","doi":"10.5740/jaoacint.18-0401","title":"Economically Motivated Adulteration of Lemon Juice: Cavity Ring Down Spectroscopy in Comparison with Isotope Ratio Mass Spectrometry: Round-Robin Study","year":2019,"lang":"en","type":"article","venue":"Journal of AOAC International","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency; National Research Council Canada; University of Waterloo","funders":"","keywords":"Isotope-ratio mass spectrometry; Chemistry; Citric acid; Mass spectrometry; Food science; Lemon juice; Chromatography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008993213,0.0005739483,0.0003378308,0.0006642361,0.0004994143,0.0005216132,0.0005229862,0.0006109515,0.001631344],"category_scores_gemma":[0.0009085944,0.0002088457,0.0003580608,0.0004624997,0.0005969992,0.0003857196,0.0005697536,0.0003391803,0.0004561626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005117704,"about_ca_system_score_gemma":0.0003859423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004523963,"about_ca_topic_score_gemma":0.01065222,"domain_scores_codex":[0.9992568,0.0001596919,0.00002691651,0.0002653167,0.0002387184,0.00005254766],"domain_scores_gemma":[0.999561,0.00006168484,0.0001272172,0.00005443481,0.0001540145,0.00004156438],"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":[0.0008685355,0.0001847687,0.01814187,0.0001479251,0.0001010304,0.0003292909,0.0004883411,0.0001562527,0.9710626,0.0001068055,0.00009515514,0.008317296],"study_design_scores_gemma":[0.00006144901,0.004850255,0.2893146,0.0000468083,0.000311558,0.003320361,0.001458664,0.003238369,0.6904058,0.0001248851,0.006773061,0.00009410897],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954957,0.0004430202,0.002583561,0.00003268314,0.00000923861,0.0001134271,0.0001592236,0.00003326923,0.001129924],"genre_scores_gemma":[0.9838086,0.0005467258,0.01294208,0.0001204725,0.00001443808,0.00008744617,0.0004154576,0.00003863746,0.002026179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004523963,"threshold_uncertainty_score":0.008995235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01098522876232603,"score_gpt":0.2831435654594107,"score_spread":0.2721583366970847,"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."}}