{"id":"W2910655149","doi":"10.1101/523506","title":"Development of an ELISA-Based Method for Testing Aflatoxigenicity and Aflatoxigenic Variability among <i>Aspergillus</i> species in Culture","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Mycotoxins in Agriculture and Food","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Egerton University; Grand Challenges Canada","keywords":"Aflatoxin; Biology; Aspergillus; Biotechnology; Mycotoxin; Toxicology; Microbiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008511036,0.001094022,0.0005565303,0.0009874937,0.0003197942,0.0005076303,0.0008671895,0.0007150488,0.0009659234],"category_scores_gemma":[0.000899881,0.0004040913,0.0004176431,0.0006937575,0.000252877,0.0003607097,0.0004405998,0.0009901607,0.001137505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002338177,"about_ca_system_score_gemma":0.0002754049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007943688,"about_ca_topic_score_gemma":0.001282403,"domain_scores_codex":[0.9985861,0.0003318357,0.0001649848,0.0003349621,0.0004701121,0.0001121411],"domain_scores_gemma":[0.9992214,0.000219335,0.0001151288,0.0001041525,0.0002770598,0.00006286103],"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":[0.00001186339,0.00004201211,0.0004139544,0.00003397212,0.000004438097,0.00001290276,0.00001114984,0.00004281557,0.9973943,0.00003272318,0.00003354698,0.001966404],"study_design_scores_gemma":[0.000006245611,0.0003067852,0.003169137,0.00001696632,0.0000228456,0.0001920208,0.0000407825,0.002021824,0.9923974,0.00006868774,0.001743387,0.00001388532],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3953123,0.00433227,0.5845429,0.0003307639,0.0004097764,0.001319126,0.003066955,0.002075865,0.008609957],"genre_scores_gemma":[0.5734607,0.002614253,0.4098539,0.0002635552,0.0001072368,0.001294316,0.005309788,0.0001606247,0.006935579],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001094022,"threshold_uncertainty_score":0.004501164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02419363105243423,"score_gpt":0.2254328799884045,"score_spread":0.2012392489359703,"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."}}