{"id":"W4312587447","doi":"10.32473/edis-fs146-2015","title":"Preventing Foodborne and Non-foodborne Illness: Vibrio parahaemolyticus","year":2016,"lang":"en","type":"article","venue":"EDIS","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vibrio parahaemolyticus; Vibrio; Food poisoning; Shellfish; Biology; Microbiology; Fishery; Medicine; Environmental health; Fish <Actinopterygii>; Bacteria; Aquatic animal","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001817573,0.0001532977,0.0001576587,0.00003089214,0.0001174565,0.00003205497,0.0001434907,0.00008779061,0.00003494549],"category_scores_gemma":[0.0002846586,0.0001043078,0.00005582346,0.00005859346,0.0001670002,0.000008009277,0.00036118,0.00004819287,0.00002809835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001315422,"about_ca_system_score_gemma":0.00004265834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001585229,"about_ca_topic_score_gemma":0.00003534322,"domain_scores_codex":[0.9989309,0.00003818615,0.000157379,0.000372255,0.0001362092,0.0003650415],"domain_scores_gemma":[0.9994389,0.00003033475,0.00005396744,0.0003001323,0.00006621149,0.0001104905],"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":[0.00006717243,0.00003652309,0.007102496,0.00003338674,0.0001106349,0.000006975974,0.00008774446,1.717611e-7,0.9603055,0.00002425248,0.006130984,0.0260942],"study_design_scores_gemma":[0.002028945,0.0006478193,0.1037721,0.0001359647,0.00003554056,0.00002626275,0.0001504385,0.00001054117,0.7830709,0.0002080646,0.1093877,0.0005257353],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957644,0.0009009364,0.0007179074,0.0009696539,0.000216228,0.0001898168,0.00003240255,0.00001686477,0.00119183],"genre_scores_gemma":[0.9960658,0.0006494937,0.0003389801,0.00006245229,0.0007118433,0.00004414711,0.00001373412,0.00002289189,0.002090684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1772345,"threshold_uncertainty_score":0.425355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007722995003358445,"score_gpt":0.2517814372028892,"score_spread":0.2440584421995308,"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."}}