{"id":"W2510716118","doi":"10.2787/50804","title":"Collaborative Study Report: Determination of Alternaria toxins in cereals, tomato juice and sunflower seeds by liquid chromatography tandem mass spectrometry","year":2016,"lang":"en","type":"article","venue":"Joint Research Centre (European Commission)","topic":"Mycotoxins in Agriculture and Food","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sunflower; Alternaria; Chromatography; Chemistry; Liquid chromatography–mass spectrometry; Sunflower seed; Mass spectrometry; Tandem mass spectrometry; Food science; Biology; Botany; Horticulture","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002114035,0.000222726,0.0003517282,0.0001237052,0.0002236325,0.0000951767,0.0003694626,0.00008418509,0.0005187774],"category_scores_gemma":[0.0004429291,0.00007681338,0.0000773249,0.00138233,0.0001361452,0.0002236537,0.0003258521,0.0002816184,0.00002370677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007999245,"about_ca_system_score_gemma":0.00002079761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008857655,"about_ca_topic_score_gemma":0.0004269312,"domain_scores_codex":[0.9960848,0.001419848,0.0006088013,0.0005560063,0.0008314554,0.0004990706],"domain_scores_gemma":[0.998493,0.000427064,0.0002294435,0.0002031039,0.0003634672,0.0002839922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001297556,0.0008416064,0.04565476,0.000015729,0.00002689294,0.0003725351,0.0004692303,4.340567e-8,0.9378551,0.000104818,0.009014427,0.005515133],"study_design_scores_gemma":[0.001745426,0.004212007,0.7714887,0.0006199842,0.0000246961,0.0000989942,0.00600206,0.00001314024,0.1426326,0.0002386904,0.07227208,0.0006516287],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824084,0.0002257332,0.00001338815,0.001750104,0.0000845519,0.0007639438,0.00004916444,0.00004939463,0.01465529],"genre_scores_gemma":[0.9975791,0.0001851979,0.0001560989,0.00001889544,0.0001256782,0.00001046375,0.00002577058,0.000004284514,0.001894498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7952224,"threshold_uncertainty_score":0.5680249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02271212015075936,"score_gpt":0.278931509147595,"score_spread":0.2562193889968357,"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."}}