{"id":"W7023726171","doi":"","title":"Pathogenecity of biological control agents for livestock ectoparasites: a simulation analysis","year":2009,"lang":"en","type":"article","venue":"Bristol Research (University of Bristol)","topic":"Helminth infection and control","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Livestock; Biological pest control; Disease control; Animal health; Control (management)","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":[0.001167693,0.0001378253,0.0005701206,0.0007051564,0.0003203929,0.00001589638,0.000396895,0.000184036,0.0003651402],"category_scores_gemma":[0.0006434045,0.0001597968,0.0005066071,0.001056245,0.0002794189,0.000156433,0.00005822235,0.0002002131,0.00003739831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001675518,"about_ca_system_score_gemma":0.0001055266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006007296,"about_ca_topic_score_gemma":0.0001116821,"domain_scores_codex":[0.9978921,0.0005485569,0.0002902801,0.0004104326,0.0004766738,0.0003819842],"domain_scores_gemma":[0.997631,0.0006591894,0.000243153,0.0003963988,0.0008835542,0.0001867435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04715323,0.009456533,0.3913564,0.0006257039,0.006363785,0.0009649619,0.006784513,0.03190829,0.2085439,0.00834902,0.01561477,0.2728789],"study_design_scores_gemma":[0.004605635,0.005126069,0.7775171,0.00003968291,0.0004356746,0.00001021683,0.001116275,0.1961141,0.0001408619,0.0008187017,0.01372717,0.0003485073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8670338,0.00009553221,0.1304417,0.000256659,0.00002464191,0.00074537,0.0002213037,0.00004469937,0.001136288],"genre_scores_gemma":[0.998678,0.00001950027,0.0006947473,0.00004434664,0.00003054939,0.000002068851,0.00004353995,0.000006888005,0.000480305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3861607,"threshold_uncertainty_score":0.6516324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2490221837531182,"score_gpt":0.4300902505405874,"score_spread":0.1810680667874692,"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."}}