{"id":"W4389914170","doi":"10.1637/aviandiseases-d-23-99994","title":"Evolution of Bacterial Vaccines: from Pasteur to Genomics","year":2023,"lang":"en","type":"article","venue":"Avian Diseases","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Biology; Genomics; Computational biology; Evolutionary biology; Virology; Genetics; Genome; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001221045,0.0004194253,0.000388639,0.0006346969,0.0003469078,0.001361152,0.0004812372,0.0009587539,0.001855508],"category_scores_gemma":[0.001128896,0.0002339386,0.0004524888,0.0005742909,0.0008668417,0.001613376,0.0007781854,0.001324851,0.0006418298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001819556,"about_ca_system_score_gemma":0.000932008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247962,"about_ca_topic_score_gemma":0.001259265,"domain_scores_codex":[0.999473,0.0001673732,0.00002642612,0.00009769655,0.0001376336,0.00009787299],"domain_scores_gemma":[0.9995102,0.0001474196,0.00009015003,0.00006811575,0.0001162559,0.00006779088],"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":[0.0005186389,0.0002577374,0.01132022,0.0008999268,0.0001087392,0.0004216102,0.0008242641,0.004873786,0.7722361,0.03197483,0.002737198,0.173827],"study_design_scores_gemma":[0.0001277775,0.003386248,0.03036064,0.0006224475,0.0002208704,0.001735877,0.002252966,0.01051284,0.6065786,0.02825691,0.3158134,0.0001314535],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8428992,0.06180918,0.04364695,0.01464773,0.0006846512,0.0002154071,0.0008533421,0.0004654982,0.03477806],"genre_scores_gemma":[0.923966,0.0268787,0.03297049,0.002476193,0.0001513281,0.0001069117,0.0009264174,0.0001671418,0.01235681],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001855508,"threshold_uncertainty_score":0.01320183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009538059249026835,"score_gpt":0.256351641578398,"score_spread":0.2468135823293712,"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."}}