{"id":"W2588667359","doi":"10.1186/s40249-017-0249-7","title":"Food safety in Vietnam: where we are at and what we can learn from international experiences","year":2017,"lang":"en","type":"article","venue":"Infectious Diseases of Poverty","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Consortium of International Agricultural Research Centers; Australian Centre for International Agricultural Research; International Development Research Centre","keywords":"Public health; Medicine; Environmental health; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004593384,0.0001204692,0.0001859091,0.00001180695,0.0003318403,0.000191084,0.0002851652,0.00005995313,0.0007184323],"category_scores_gemma":[0.00007708324,0.00005358894,0.00008184311,0.00004522488,0.0001499363,0.0005879151,0.000228361,0.00006575359,0.000006394888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004578914,"about_ca_system_score_gemma":0.000009054893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001290654,"about_ca_topic_score_gemma":0.05993952,"domain_scores_codex":[0.9991785,0.00004255397,0.0001783412,0.0002651877,0.0001797797,0.0001556592],"domain_scores_gemma":[0.9994835,0.00009097101,0.0001895465,0.00009736908,0.00003907963,0.00009953258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003455374,0.0002923471,0.7956979,0.00002425066,0.00005961951,0.00001293434,0.001138579,0.00001702685,0.001378675,0.00007919651,0.0009765939,0.1999774],"study_design_scores_gemma":[0.0004812501,0.0003734456,0.9698437,0.0002175505,0.00001265016,0.000002575083,0.006243082,0.00004332906,0.0001959101,0.0005187471,0.02188945,0.000178262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824266,0.005920763,3.042466e-7,0.01037671,0.0003996663,0.00009701461,0.0002918481,0.00002623198,0.0004608936],"genre_scores_gemma":[0.9905762,0.008986249,0.000002583693,0.0001786687,0.0001349599,0.00001555165,0.00003090456,9.953965e-7,0.00007388407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1997991,"threshold_uncertainty_score":0.9572141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01404681209095271,"score_gpt":0.2279721597387482,"score_spread":0.2139253476477955,"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."}}