{"id":"W4239608812","doi":"10.20944/preprints201908.0218.v1","title":"Retrospective and Prospective Look at Aflatoxin Research and Development from a Practical Standpoint","year":2019,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Mycotoxins in Agriculture and Food","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Business; Aflatoxin; Developing country; Agriculture; Politics; Subsistence agriculture; Political science; Environmental planning; Economic growth; Biotechnology; Geography; Economics; Biology","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":[0.002690378,0.0003837461,0.0005979078,0.003833159,0.0006165145,0.002101209,0.0005074602,0.0009399058,0.008852337],"category_scores_gemma":[0.007089544,0.0002904404,0.0005757616,0.009081831,0.000756965,0.002583611,0.001155608,0.001351307,0.002226959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009086633,"about_ca_system_score_gemma":0.002481478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002753088,"about_ca_topic_score_gemma":0.004204022,"domain_scores_codex":[0.998531,0.000421248,0.0003141787,0.0002948159,0.000307815,0.0001309809],"domain_scores_gemma":[0.9934714,0.002981538,0.001197781,0.0003853785,0.001609075,0.0003548303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009351624,0.0002193843,0.09428458,0.03369645,0.0004194764,0.003555825,0.003284517,0.0005745295,0.004009736,0.02853513,0.08415458,0.7463307],"study_design_scores_gemma":[0.00001297738,0.0003220768,0.05181656,0.01026345,0.0003164488,0.006748915,0.002522646,0.000105537,0.001668629,0.003184762,0.922977,0.00006105032],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03051657,0.9258068,0.003450136,0.006186099,0.002076749,0.0001383693,0.006350755,0.00007313264,0.02540135],"genre_scores_gemma":[0.0835719,0.8909494,0.003158004,0.004298294,0.002195831,0.0001589131,0.006322471,0.00006791967,0.009277403],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008852337,"threshold_uncertainty_score":0.02961403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1905394170040675,"score_gpt":0.3637889512302077,"score_spread":0.1732495342261403,"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."}}