{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001007637,0.0000785076,0.0002001308,0.0001833929,0.0000899631,0.00003705602,0.0002157435,0.00002679672,0.000001935826],"category_scores_gemma":[0.0003532343,0.0000442,0.00002775567,0.0003051587,0.0007800371,0.00002909568,0.0001342639,0.00008743617,1.219268e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009329772,"about_ca_system_score_gemma":0.00007183453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001286776,"about_ca_topic_score_gemma":0.00001531847,"domain_scores_codex":[0.9991181,0.00002501034,0.0002713653,0.0001564285,0.0002458699,0.0001831796],"domain_scores_gemma":[0.9993407,0.00005493169,0.0001521784,0.0001152325,0.0002701811,0.00006677802],"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":[0.00007042308,0.00001272945,0.0369917,0.000007800708,0.00002490066,9.656377e-7,0.0002652903,0.0003492093,0.9614151,0.000008364874,0.000001111626,0.0008523987],"study_design_scores_gemma":[0.0002024223,0.0004754735,0.731973,0.00005954536,0.00002854564,0.00001751758,0.0001424561,0.0001184547,0.2668255,0.00007650469,0.00001807002,0.00006252576],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992131,0.0003573892,0.00005585697,0.0002819812,0.000005751387,0.00005869449,0.000008051901,5.351334e-7,0.00001861441],"genre_scores_gemma":[0.9990717,0.0004110477,0.0004164464,0.00008520319,0.00001056624,3.429977e-7,6.717669e-7,0.000001452099,0.000002601171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6949813,"threshold_uncertainty_score":0.2874079,"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."}}