{"id":"W4389950904","doi":"10.1111/1541-4337.13283","title":"Sources and contamination routes of seafood with human pathogenic <i>Vibrio</i> spp.: A <i>Farm‐to‐Fork</i> approach","year":2023,"lang":"en","type":"article","venue":"Comprehensive Reviews in Food Science and Food Safety","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Department of Agriculture; Agriculture and Agri-Food Canada","funders":"","keywords":"Biosecurity; Vibrio; Contamination; Human health; Food chain; Biology; Business; Biotechnology; Environmental health; Ecology; Bacteria; Medicine","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":[0.0008677491,0.0002078577,0.0004468544,0.0001525521,0.0002640028,0.0000474508,0.0002865096,0.00005711011,6.651523e-7],"category_scores_gemma":[0.0002122123,0.0001591206,0.00004835897,0.0009988826,0.0007507383,0.00002039828,0.0005842798,0.00009635941,0.000001894669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002045678,"about_ca_system_score_gemma":0.00009048121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005848765,"about_ca_topic_score_gemma":0.00009323066,"domain_scores_codex":[0.9981697,0.0001296522,0.0003594143,0.0006145363,0.0003287712,0.000397939],"domain_scores_gemma":[0.9990361,0.00003576246,0.0001310255,0.0003453518,0.000318782,0.0001329705],"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":[0.0001027327,0.00007117845,0.006856659,0.0005285844,0.00006269613,0.000001504664,0.0008115956,0.00002207362,0.9709401,0.0004310306,0.0001389156,0.02003299],"study_design_scores_gemma":[0.005919409,0.02210587,0.5783416,0.001421402,0.0001230804,0.0001360147,0.005858115,0.0003184397,0.160974,0.0003429391,0.2225361,0.00192309],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855201,0.01258874,0.0001754841,0.0001397248,0.00002576909,0.0010352,0.00004026553,0.00001218312,0.0004625706],"genre_scores_gemma":[0.9907038,0.00838151,0.0005468595,0.0001689055,0.00003466383,0.00009590893,0.00003046132,0.00001306072,0.00002482036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8099661,"threshold_uncertainty_score":0.6488751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04248087942999872,"score_gpt":0.3017209339852109,"score_spread":0.2592400545552122,"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."}}