{"id":"W4376256740","doi":"10.21203/rs.3.rs-2880238/v1","title":"Insight into Aflatoxin M1 Degradation by Cold Plasma: Effects of different operating gases and treatment time - Degradation pathway andToxicity prediction","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mycotoxins in Agriculture and Food","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"New Zealand Foreign Affairs and Trade; Massey University","keywords":"Degradation (telecommunications); Aflatoxin; Environmental science; Plasma; Environmental chemistry; Chemistry; Food science; Computer science; Physics; Nuclear physics; Telecommunications","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":[0.0002196681,0.0004269194,0.0002997829,0.00015489,0.0002341398,0.0003586173,0.0002134854,0.0005426197,0.001430764],"category_scores_gemma":[0.0003395671,0.0001541648,0.0004639478,0.0001835055,0.0002006815,0.0004227069,0.0001888288,0.0005651237,0.0002771108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003127133,"about_ca_system_score_gemma":0.0001819522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001343101,"about_ca_topic_score_gemma":0.0009007282,"domain_scores_codex":[0.9998872,0.00001348509,0.000004156893,0.00003492344,0.0000380356,0.00002213871],"domain_scores_gemma":[0.9998749,0.0000661438,0.00001464523,0.000012954,0.00002564699,0.000005620261],"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":[0.0003183421,0.00003647431,0.001253283,0.00009079109,0.00001224538,0.00004922011,0.00003050573,0.003892298,0.9877676,0.0001599877,0.000101674,0.006287476],"study_design_scores_gemma":[0.000009488474,0.000171935,0.004829533,0.000004339991,0.00002105817,0.00009492833,0.00003987566,0.02992265,0.9639375,0.0003678662,0.0005880182,0.00001284937],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590186,0.001366203,0.03707741,0.0002490339,0.00002517257,0.00001949282,0.0006772158,0.0002483343,0.001318472],"genre_scores_gemma":[0.9936966,0.0005512938,0.004382056,0.00003487814,0.000008323013,0.000009346632,0.0003851097,0.00003645815,0.0008959164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001430764,"threshold_uncertainty_score":0.004786313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04032250634004216,"score_gpt":0.2847171277501764,"score_spread":0.2443946214101342,"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."}}