{"id":"W4403542606","doi":"10.1002/vetr.4820","title":"Multiple cases of blackleg diagnosed in cattle in Northern Ireland in Q3 of 2024","year":2024,"lang":"en","type":"article","venue":"Veterinary Record","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Blackleg; Veterinary medicine; Cattle Diseases; Animal science; Geography; Biology; Medicine; Agronomy","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":[0.000111304,0.00007716812,0.0001897253,0.00004359009,0.00001006481,0.000003806176,0.00007350963,0.00005936026,0.00009645961],"category_scores_gemma":[0.00006326306,0.00003362052,0.00004041487,0.0003320537,0.00008298209,0.00004951306,0.00005928341,0.00008740106,0.00001005951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001651285,"about_ca_system_score_gemma":0.000005103761,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006250984,"about_ca_topic_score_gemma":0.1567538,"domain_scores_codex":[0.9993713,0.00005173797,0.0002328838,0.0001620304,0.00004872374,0.0001332845],"domain_scores_gemma":[0.9993948,0.0005197219,0.00002798277,0.00003206136,0.00001056935,0.00001483199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001221407,0.0001083814,0.9512475,0.00004971834,0.000005724383,0.0005329113,0.0003634427,0.000008123112,0.006545849,0.00001036913,0.000134604,0.04087124],"study_design_scores_gemma":[0.0002079778,0.0009888544,0.9946223,0.0002283934,0.000002548877,0.00002680599,0.0004442802,0.00006181247,0.0003118842,0.0001751414,0.002840181,0.00008975131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979032,0.001044431,7.603672e-8,0.0001543136,0.0002507074,0.00009609615,0.00002785417,0.000008794521,0.0005145348],"genre_scores_gemma":[0.9995769,0.0001975978,0.00002359121,0.00001415914,0.00002393793,0.00001636996,0.00001001674,6.740203e-7,0.0001367488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1505028,"threshold_uncertainty_score":0.944966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03584470553864195,"score_gpt":0.2618525184839279,"score_spread":0.2260078129452859,"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."}}