{"id":"W7009182372","doi":"","title":"Efficacy of alphacypermethrin applied to cattle and sheep against the biting midge <i>Culicoides nubeculosus</i>","year":2009,"lang":"en","type":"article","venue":"Bristol Research (University of Bristol)","topic":"Vector-Borne Animal Diseases","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Midge; Biting; Livestock; Cattle Diseases; Infestation","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":[0.0008069022,0.0001813002,0.0003653251,0.0001024445,0.0007017881,0.00005445535,0.0009052785,0.0001061416,0.0001000669],"category_scores_gemma":[0.0004174715,0.0001031216,0.0001657491,0.001128152,0.0006803789,0.0001601734,0.0003997701,0.0002219828,0.00004658943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001007447,"about_ca_system_score_gemma":0.00006340306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008485558,"about_ca_topic_score_gemma":0.002017356,"domain_scores_codex":[0.99769,0.0002588905,0.0002178562,0.0005116425,0.000779604,0.0005420549],"domain_scores_gemma":[0.9983546,0.0006126402,0.0001362321,0.0002100873,0.0003454998,0.0003409252],"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":[0.0004264091,0.0003504068,0.0007634143,0.00003167754,0.0000380019,0.00003217932,0.0005855319,0.00001956267,0.8212042,0.002005831,0.009404563,0.1651382],"study_design_scores_gemma":[0.0005512791,0.000749206,0.95067,0.0000720104,0.00003329272,0.000005498025,0.002491881,0.00007971923,0.00202415,0.0001866293,0.04286012,0.0002761873],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882033,0.0009545558,0.00001101071,0.002990322,0.00001514777,0.0005521135,0.00009830032,0.00004750481,0.007127727],"genre_scores_gemma":[0.9989598,0.0001925278,0.0001958465,0.0001235865,0.00006674308,0.000001352057,0.00003309713,0.000002690896,0.000424292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9499066,"threshold_uncertainty_score":0.5397657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0358222807545852,"score_gpt":0.2598509550379988,"score_spread":0.2240286742834136,"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."}}