{"id":"W4296359105","doi":"10.3390/microorganisms10091851","title":"Prevalence, Antibiotics Resistance and Plasmid Profiling of Vibrio spp. Isolated from Cultured Shrimp in Peninsular Malaysia","year":2022,"lang":"en","type":"article","venue":"Microorganisms","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Putra Malaysia; International Development Research Centre; Wellcome Trust","keywords":"Biology; Microbiology; Vibrio; Shrimp; Vibrio alginolyticus; Antibiotics; Antibiotic resistance; Penicillin; Plasmid; Vibrio Infections; Bacteria; Gene; Fishery; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001683948,0.0001590176,0.0002173786,0.00005317156,0.0001185063,0.00002211112,0.0002442524,0.00008085511,0.00007486331],"category_scores_gemma":[0.00006782192,0.0001647507,0.00003955654,0.000176737,0.0001203038,0.00000565254,0.0006011229,0.0001662212,0.000002703822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003351696,"about_ca_system_score_gemma":0.00007496114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002871594,"about_ca_topic_score_gemma":0.00003559915,"domain_scores_codex":[0.998762,0.0001166293,0.0002645216,0.0004218421,0.0001662583,0.0002687824],"domain_scores_gemma":[0.9994965,0.00001333539,0.0001039015,0.0002788181,0.00006053399,0.00004693064],"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":[0.0002456678,0.00006128231,0.02770811,0.00007920927,0.00005347578,0.00001410122,0.000223882,0.00002246723,0.9711738,0.0000134142,0.0003883572,0.00001629261],"study_design_scores_gemma":[0.0007944534,0.0001975909,0.01776826,0.0000277212,0.00001595594,0.000007193692,0.0002924771,0.00005306111,0.9789672,0.00005257026,0.001641653,0.0001818239],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956471,0.003315827,0.0001022655,0.00009937246,0.00006397362,0.0002913869,0.0003670152,0.00001040109,0.0001026925],"genre_scores_gemma":[0.9946399,0.0005477578,0.003747161,0.00004811112,0.00003755144,0.00000473477,0.0001924545,0.00002700273,0.0007553087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009939857,"threshold_uncertainty_score":0.6718341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005717013669821223,"score_gpt":0.2212475025734009,"score_spread":0.2155304889035797,"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."}}