{"id":"W2518437562","doi":"10.54846/jshap/524","title":"Dealing with unexpected Actinobacillus pleuropneumoniae serological results","year":2007,"lang":"en","type":"article","venue":"Journal of Swine Health and Production","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Saint Hyacinthe","funders":"","keywords":"Actinobacillus pleuropneumoniae; Serology; Microbiology; Virology; Biology; Serotype; Antibody; 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":[0.001288146,0.00008934834,0.000199466,0.0001915757,0.0002760732,0.000012414,0.00004184864,0.00007636895,0.00003031173],"category_scores_gemma":[0.0002614488,0.0000597893,0.0000348196,0.0001891392,0.00008957036,0.0001029346,0.00001563317,0.00040799,0.000009059574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004555575,"about_ca_system_score_gemma":0.0001640191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006791896,"about_ca_topic_score_gemma":0.00002763996,"domain_scores_codex":[0.9989436,0.0001182727,0.0004474508,0.00015891,0.00005106346,0.0002807069],"domain_scores_gemma":[0.9991359,0.0000613949,0.0003223022,0.00009385079,0.000267132,0.0001193792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02359692,0.0006388472,0.009511244,0.0002016841,0.0002737216,0.00009503546,0.001264145,0.0001188884,0.7817854,0.0003787196,0.005699605,0.1764358],"study_design_scores_gemma":[0.02049113,0.0307566,0.1798756,0.0008106714,0.0002076788,0.04733595,0.00523419,0.00001115239,0.2065994,0.0005993915,0.5069965,0.001081805],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885889,0.003424688,0.0004011132,0.006815298,0.0004745222,0.0001402133,0.000004592862,0.00002046255,0.000130182],"genre_scores_gemma":[0.9979905,0.001117315,0.0002100343,0.0001710808,0.0002433187,5.389643e-7,0.00001191536,0.000006637149,0.0002486278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.575186,"threshold_uncertainty_score":0.2438137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02536739100463378,"score_gpt":0.3049351322757857,"score_spread":0.2795677412711519,"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."}}