{"id":"W4402147705","doi":"","title":"Effectiveness of an experimental subunit ovine <i>Mannheimia haemolytica</i> respiratory vaccine in reducing pneumonia in lambs.","year":2024,"lang":"en","type":"article","venue":"PubMed","topic":"Animal Genetics and Reproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Federated Co-operatives (Canada)","funders":"Innovation Saskatchewan; Canadian Food Inspection Agency","keywords":"Protein subunit; Computational biology; Chemistry; Biology; Pharmacology; Biochemistry; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006865346,0.0001224378,0.0001553765,0.0001238295,0.0000161567,0.00001932364,0.0001051753,0.0001086019,0.000002738822],"category_scores_gemma":[0.00003772723,0.0001173644,0.0000437528,0.0002137303,0.00003520755,0.000008142964,0.00007527614,0.0001056723,0.000001247237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003967002,"about_ca_system_score_gemma":0.00003971014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007337908,"about_ca_topic_score_gemma":0.00004108015,"domain_scores_codex":[0.9988604,0.0001289436,0.0002329618,0.0004583824,0.00008959356,0.0002297701],"domain_scores_gemma":[0.9996162,0.0000113011,0.00003170167,0.0002624356,0.00002195893,0.00005639243],"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":[0.0003829241,0.000165012,0.004364828,0.0001026014,0.00001595307,0.00002209486,0.00004867668,0.0001989476,0.98716,0.00006266493,0.00002191441,0.007454381],"study_design_scores_gemma":[0.0003904411,0.0002540998,0.2577042,0.00004151621,0.000006115089,0.00001059952,0.00003480884,0.0000761753,0.7401292,0.00002395247,0.001212907,0.0001159409],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936438,0.005290085,0.00001188308,0.00004158726,0.000218851,0.0004401588,0.000003840039,0.00001197946,0.0003378843],"genre_scores_gemma":[0.9993107,0.00004953501,0.00002984503,0.00001786682,0.0001541603,0.0002774323,0.00002439196,0.00002613489,0.0001099808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2533394,"threshold_uncertainty_score":0.4785983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01455316143836412,"score_gpt":0.2588294878460319,"score_spread":0.2442763264076678,"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."}}