{"id":"W4299285297","doi":"10.34104/ejmhs.022.01530162","title":"Occurrence of Vibrio Species in Marine Sources Surroundings Bonaire, Dutch Caribbean","year":2022,"lang":"en","type":"article","venue":"European Journal of Medical and Health Sciences","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Vibrio alginolyticus; Vibrio parahaemolyticus; Vibrio vulnificus; Vibrio cholerae; Biology; Microbiology; Vibrio; Veterinary medicine; 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":[0.007027202,0.00006871486,0.0001998789,0.0001108468,0.0002341357,0.00002402389,0.0004574669,0.00001052538,0.0001088462],"category_scores_gemma":[0.0003163702,0.00005058158,0.00003807446,0.0002030607,0.0005771847,0.000008992222,0.0006681857,0.000234138,3.933827e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001594557,"about_ca_system_score_gemma":0.0004126418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006787124,"about_ca_topic_score_gemma":0.00006042108,"domain_scores_codex":[0.9980026,0.0003162091,0.0004358683,0.0001513548,0.0008598531,0.0002341177],"domain_scores_gemma":[0.9994091,0.00002797616,0.0002643663,0.00005958045,0.00004773023,0.0001912585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004578184,0.0005517815,0.8639795,0.0005335076,0.00007485157,0.0005092451,0.006025871,0.00007814304,0.02290416,0.0006679517,0.03034819,0.07386894],"study_design_scores_gemma":[0.002009908,0.007488552,0.8512108,0.0002310528,0.000006826915,0.0005978975,0.008907466,0.00003927675,0.00128608,0.0001139889,0.1278614,0.0002467589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881003,0.002340757,0.00001599266,0.008776188,0.0001783659,0.00004448832,0.00001115224,0.000001217247,0.0005314912],"genre_scores_gemma":[0.9964223,0.002866734,0.0001416456,0.000380622,0.0001268321,5.999452e-7,0.000003436066,0.000002396185,0.00005543031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0975132,"threshold_uncertainty_score":0.2435502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04702598456649311,"score_gpt":0.3303879243458897,"score_spread":0.2833619397793966,"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."}}