{"id":"W2928441796","doi":"10.3390/toxins11040195","title":"Fate of Ergot Alkaloids during Laboratory Scale Durum Processing and Pasta Production","year":2019,"lang":"en","type":"article","venue":"Toxins","topic":"Plant and fungal interactions","field":"Agricultural and Biological Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Production (economics); Biology; Biotechnology; Geography","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":[0.00005281193,0.00005343672,0.00007651391,0.000008928813,0.00008119299,0.0000193426,0.00004559685,0.00003170656,0.00009766412],"category_scores_gemma":[0.000009310265,0.00002188664,0.00001617585,0.0001381174,0.00002252757,0.0001849008,0.00002402094,0.00005988567,0.00002370713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007098347,"about_ca_system_score_gemma":0.000003707378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003306549,"about_ca_topic_score_gemma":0.000218712,"domain_scores_codex":[0.9995919,0.00001366861,0.0000908388,0.0001353898,0.00006672353,0.0001014674],"domain_scores_gemma":[0.9998425,0.00001376326,0.00004932695,0.00002453288,0.00003987988,0.00002998091],"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":[0.00001645279,0.00003902782,0.02730788,0.00001958625,0.000002527435,3.412891e-7,0.00008129422,0.000001419904,0.969038,0.000008938871,0.00007623898,0.003408344],"study_design_scores_gemma":[0.000125237,0.000106534,0.6928913,0.00008131584,0.000008374417,0.00001352956,0.0005670659,0.00007417813,0.3003398,0.00003698663,0.005617863,0.0001377681],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981803,0.00008748256,2.70867e-7,0.0003759595,0.0001188781,0.00007891602,0.00003489694,0.00003141471,0.001091871],"genre_scores_gemma":[0.9982114,0.00002560655,0.00001998681,0.00001885185,0.0001160471,0.000002510088,0.00000981228,4.892134e-7,0.001595261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6686981,"threshold_uncertainty_score":0.1069354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00803680551282273,"score_gpt":0.195866965093817,"score_spread":0.1878301595809942,"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."}}