{"id":"W2052353221","doi":"10.1159/000077249","title":"Lipopolysaccharide O-Antigen Antibody-Based Detection of the Fish Pathogen <i>Flavobacterium psychrophilum</i>","year":2003,"lang":"en","type":"article","venue":"Microbial Physiology","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Biological Sciences; University of Victoria","funders":"","keywords":"Polyclonal antibodies; Microbiology; Antibody; Antigen; Biology; Keyhole limpet hemocyanin; Flavobacterium; Direct agglutination test; Bovine serum albumin; Pathogen; Agglutination (biology); Bacteria; Immunology; Serology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002325292,0.000464826,0.000612117,0.0001490882,0.0004152465,0.00002048084,0.0006667556,0.0005061876,0.0008037951],"category_scores_gemma":[0.00007796379,0.0003613834,0.0005267435,0.0003259386,0.0007022239,0.00009298845,0.0001846813,0.0003296615,0.0004251379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005995229,"about_ca_system_score_gemma":0.0001094652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003353666,"about_ca_topic_score_gemma":0.0001180773,"domain_scores_codex":[0.9973489,0.0005678928,0.0005914439,0.0007121611,0.00005313143,0.0007264417],"domain_scores_gemma":[0.9984485,0.00005526732,0.0004374451,0.0008551443,0.0001606111,0.00004301863],"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":[0.0002557463,0.0003105768,0.0001541723,0.00005984733,0.0002646849,0.000002357473,0.00007954703,0.00001504911,0.9883776,0.001230962,0.008915205,0.0003342219],"study_design_scores_gemma":[0.001319408,0.0001181814,0.01068969,0.0000349016,0.0001374072,0.00001680647,0.00001638844,0.000001225687,0.7454755,0.0001223117,0.2417399,0.0003283248],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994022,0.0007862775,0.0003594977,0.0002380345,0.002504124,0.000717165,0.0003761674,0.0001095085,0.0008872012],"genre_scores_gemma":[0.9968026,0.00007335319,0.00005758253,0.001123576,0.0001213233,0.00002394986,0.0005533252,0.0000502667,0.00119399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2429022,"threshold_uncertainty_score":0.9998838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00625487515063883,"score_gpt":0.2120298297623161,"score_spread":0.2057749546116773,"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."}}