{"id":"W2986941320","doi":"","title":"Investigating the Genetic Basis of Antibody Response to Common Infectious Diseases in Commercial Sows","year":2019,"lang":"en","type":"article","venue":"Iowa State University animal industry report","topic":"Animal Virus Infections Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Saskatchewan","funders":"","keywords":"Biology; Selection (genetic algorithm); Robustness (evolution); Antibody response; Disease; Biotechnology; Plant disease resistance; Genetics; Antibody; Gene; Medicine; Computer science","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":[0.0003092299,0.000129671,0.0002273301,0.00004545596,0.0002826274,0.00002125139,0.0002131501,0.0001228965,0.0001149415],"category_scores_gemma":[0.0001856411,0.00006457145,0.00007522006,0.000776056,0.0001756176,0.0001142315,0.0002883222,0.0003523113,0.00002143034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009995072,"about_ca_system_score_gemma":0.00004186296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004817317,"about_ca_topic_score_gemma":0.003696762,"domain_scores_codex":[0.9988264,0.0002483399,0.0002490814,0.0002605141,0.0001857361,0.0002298936],"domain_scores_gemma":[0.9992098,0.0003151391,0.0001876078,0.00009810987,0.00009464693,0.00009466941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002074697,0.00007481923,0.9355148,0.000004525102,0.00001760227,0.0001138566,0.0002235474,0.0001421822,0.06230047,0.00002443133,0.0001696257,0.001206667],"study_design_scores_gemma":[0.0001274214,0.0005287622,0.9922754,0.00003152746,0.00001758278,0.00003873499,0.001752647,0.00002085013,0.0005973309,0.00003534626,0.004438862,0.0001355689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970311,0.00001248993,0.000001025512,0.0009322602,0.00005944709,0.0002968309,0.00007319904,0.0000434906,0.001550184],"genre_scores_gemma":[0.9993779,0.000008012325,0.00001733897,0.0001301924,0.00003393079,0.000001009037,0.00000864199,0.000001274062,0.0004216914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06170314,"threshold_uncertainty_score":0.7282374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02717165849113183,"score_gpt":0.2574486080599768,"score_spread":0.2302769495688449,"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."}}