{"id":"W2093215320","doi":"10.4314/tjs.v31i1.18409","title":"Influence of sampling depth and post-sampling analysis time on the occurrence of coliforms and vibrio in water and shellfish","year":2009,"lang":"en","type":"article","venue":"Tanzania Journal of Science","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shellfish; Cove; Water quality; Fecal coliform; Vibrio parahaemolyticus; Veterinary medicine; Sampling (signal processing); Mussel; Surface water; Flesh; Oyster; Environmental science; Contamination; Bivalvia; Biology; Fishery; Mollusca; Ecology; Aquatic animal; Bacteria; Environmental engineering; Geography; Fish <Actinopterygii>","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001323987,0.0003465887,0.0003574936,0.0003005828,0.0002685123,0.0004889244,0.0001924641,0.0002626995,0.0006039281],"category_scores_gemma":[0.003590793,0.0003016033,0.0003410035,0.0004220504,0.0004125985,0.000307982,0.0003235753,0.0003090391,0.0001198093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004041841,"about_ca_system_score_gemma":0.0005124941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01326676,"about_ca_topic_score_gemma":0.03140865,"domain_scores_codex":[0.9986947,0.0003645176,0.0001102879,0.0002397558,0.0004283777,0.0001623879],"domain_scores_gemma":[0.9970318,0.001500776,0.0006544442,0.0001475452,0.0004495305,0.000215938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007453551,0.0004753315,0.4839329,0.0001753888,0.0002911827,0.0003465542,0.000949863,0.001555455,0.4740957,0.00004676359,0.0001691067,0.03050829],"study_design_scores_gemma":[0.00002420159,0.002898608,0.9536008,0.000009395737,0.0001068,0.0001415421,0.0003711611,0.0008873023,0.04143453,0.0000207078,0.0004859992,0.00001904729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991399,0.00008569976,0.0005475312,0.00001261266,0.000007319255,0.00001059124,0.00005346306,0.00000562794,0.0001372704],"genre_scores_gemma":[0.9967492,0.0001379982,0.002162829,0.00004078488,0.00001144564,0.00003413403,0.0002283562,0.000008356468,0.0006270224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01326676,"threshold_uncertainty_score":0.02637911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439050593656204,"score_gpt":0.2852999557880624,"score_spread":0.2709094498515003,"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."}}