{"id":"W4206807867","doi":"10.3390/microorganisms10010134","title":"Comparative Microbiomes of the Respiratory Tract and Joints of Feedlot Cattle Mortalities","year":2022,"lang":"en","type":"article","venue":"Microorganisms","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Agriculture and Agri-Food Canada","funders":"Beef Cattle Research Council","keywords":"Biology; Firmicutes; Bovine respiratory disease; Lung; Respiratory tract; Microbiology; Respiratory system; Actinobacteria; Respiratory disease; Bacteroidetes; Microbiome; Pathology; Internal medicine; Bacteria; Medicine; Anatomy; 16S ribosomal RNA","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002309876,0.0001110032,0.0002747572,0.0001117558,0.000363861,0.000007306867,0.0002129166,0.00005592603,0.002099422],"category_scores_gemma":[0.00001556722,0.00008735057,0.00009430415,0.0002381157,0.0006244457,0.00003540038,0.0003408424,0.0002232204,0.0000209442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003841582,"about_ca_system_score_gemma":0.0001484918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003419795,"about_ca_topic_score_gemma":0.00002373336,"domain_scores_codex":[0.9990029,0.0003130642,0.0002755237,0.0001772742,0.00004138157,0.0001898327],"domain_scores_gemma":[0.9994317,0.0000733345,0.0001468224,0.0002587627,0.00007306295,0.00001630564],"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":[0.00003468286,0.0002737421,0.005811592,0.00003443124,0.0001004323,3.479147e-7,0.001124515,0.000006779427,0.9858578,0.0004802317,0.006228212,0.00004716866],"study_design_scores_gemma":[0.0005773435,0.0001373006,0.04681509,0.00001027322,0.00003279371,0.0000537455,0.00188908,7.319352e-8,0.9411501,0.00009591798,0.009150181,0.00008815074],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943297,0.004130838,0.000004606842,0.0000787153,0.0002330908,0.0002286452,0.0005474994,0.00001275878,0.000434135],"genre_scores_gemma":[0.9987,0.00001491465,0.00001204265,0.00008568829,0.000006734144,0.00001271906,0.00002498423,0.00001076283,0.001132206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04470781,"threshold_uncertainty_score":0.9988128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03221772682719725,"score_gpt":0.2795384097983817,"score_spread":0.2473206829711844,"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."}}