{"id":"W2119321799","doi":"10.1637/7093","title":"Construction, Characterization, and Evaluation of the Vaccine Potential of Three Genetically Defined Mutants of Avian Pathogenic Escherichia coli","year":2004,"lang":"en","type":"article","venue":"Avian Diseases","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Biology; Pathogenic Escherichia coli; Escherichia coli; Mutant; Genetically engineered; Genetically modified organism; Virology; Microbiology; Genetics; Biotechnology; Gene","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":[0.0001506673,0.0001059266,0.0001689141,0.00002913167,0.00006055441,0.000005425588,0.0001383266,0.00005868679,0.00001653837],"category_scores_gemma":[0.0003821011,0.00008438253,0.00007674945,0.0001675163,0.0002596722,0.000005368787,0.0001364741,0.0000376893,2.945233e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001173714,"about_ca_system_score_gemma":0.0003413559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001876266,"about_ca_topic_score_gemma":0.00006102574,"domain_scores_codex":[0.998962,0.0001012649,0.0002801059,0.0001914918,0.0003262203,0.000138917],"domain_scores_gemma":[0.9988678,0.00000935145,0.0001964453,0.0002811268,0.000586839,0.00005844257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009874275,0.0001054629,0.1589922,0.00005111294,0.00009989178,2.37978e-7,0.00001968878,0.00006396253,0.8378071,0.0001451507,0.00000247048,0.002614083],"study_design_scores_gemma":[0.001050596,0.0001499929,0.9007675,0.00003172394,0.0001934682,0.000002435773,0.00004362687,0.00008898525,0.09689034,0.0006979892,0.00000970475,0.00007364943],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973606,0.001137837,0.0007067034,0.0001330216,0.0000565943,0.000380562,0.000200367,0.000003431441,0.00002088436],"genre_scores_gemma":[0.999066,0.000313197,0.0004492611,0.00002448787,0.0000421781,0.00002397872,0.0000625902,0.0000112316,0.000007073664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7417753,"threshold_uncertainty_score":0.344102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01007384105210691,"score_gpt":0.2495016924586694,"score_spread":0.2394278514065625,"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."}}