{"id":"W2081503246","doi":"10.1111/j.1745-4581.2005.00024.x","title":"CLOTH‐BASED HYBRIDIZATION ARRAY SYSTEM FOR DETECTION OF TOXIN GENES ASSOCIATED WITH MAJOR FOODBORNE PATHOGENIC BACTERIA","year":2005,"lang":"en","type":"article","venue":"Journal of Rapid Methods & Automation in Microbiology","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Microbiology; Biology; Amplicon; Bacteria; Vibrio cholerae; Salmonella; Toxin; Multiplex polymerase chain reaction; Enterotoxin; Escherichia coli; Polymerase chain reaction; Cholera toxin; Pathogenic bacteria; Vibrio; Gene; Genetics","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":[0.002218719,0.0001655516,0.0004398091,0.0002661682,0.00005854136,0.00001443186,0.0001584684,0.0001998248,0.000007531225],"category_scores_gemma":[0.0006632848,0.0001362462,0.0001447056,0.0002022607,0.0000845221,0.00001770206,0.00002490115,0.0001011319,4.717318e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001513263,"about_ca_system_score_gemma":0.0001844061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002659478,"about_ca_topic_score_gemma":0.00004483646,"domain_scores_codex":[0.997654,0.001058919,0.0007686091,0.0002066616,0.00006996829,0.0002417955],"domain_scores_gemma":[0.9979969,0.0001757521,0.001009835,0.0001617995,0.0006125008,0.00004323571],"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":[0.0005638064,0.0000994065,0.0002561081,0.00008440958,0.0001929066,7.246388e-7,0.00004262251,0.0003299819,0.9825043,0.000003003697,0.00003809164,0.01588462],"study_design_scores_gemma":[0.002351171,0.001627894,0.004975068,0.0001005522,0.0000610803,0.00007819216,0.00007964972,0.000456444,0.9879622,0.000004903894,0.002172607,0.0001302287],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7049285,0.0008232715,0.2935968,0.000101553,0.0001925482,0.0002927259,0.00005072357,0.000009168636,0.000004771937],"genre_scores_gemma":[0.8215498,0.00008497537,0.178006,0.00003122542,0.0001663598,0.00003151312,0.00009963923,0.00002153973,0.000008922487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1166213,"threshold_uncertainty_score":0.5555959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395318878091461,"score_gpt":0.3029735133196787,"score_spread":0.2890203245387641,"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."}}