{"id":"W2980161295","doi":"10.1101/798231","title":"Influence of selective treatment on <i>Haematobia irritans</i> infestation of untreated cattle","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Helminth infection and control","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"Government of Canada","keywords":"Haematobia irritans; Diazinon; Infestation; French horn; Herd; Veterinary medicine; Biology; Population; Animal science; Toxicology; Medicine; Pesticide; Muscidae; Agronomy; Stomoxys; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001508627,0.0002212598,0.0003953228,0.0001364612,0.0001591359,0.0002323751,0.0001969182,0.0002288595,0.001351108],"category_scores_gemma":[0.0002632667,0.00009948885,0.0001497968,0.00008233848,0.0001957018,0.0001166926,0.0001456197,0.0003256304,0.0001737813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002484993,"about_ca_system_score_gemma":0.0002339069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003681938,"about_ca_topic_score_gemma":0.00618404,"domain_scores_codex":[0.9998324,0.00003754767,0.00001170354,0.00003503234,0.00003987023,0.00004340462],"domain_scores_gemma":[0.9998067,0.0000431487,0.00005303181,0.00001315399,0.00002809625,0.00005581482],"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":[0.002949891,0.0007462042,0.002551439,0.00009568271,0.00003251128,0.00004811247,0.00005720673,0.0001786705,0.9877615,0.00001752568,0.00007110033,0.005490123],"study_design_scores_gemma":[0.0001847876,0.04242647,0.09535012,0.00002684591,0.0001590068,0.0001555689,0.0002430978,0.001336906,0.8578103,0.00002833093,0.00225712,0.00002143382],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994361,0.0001181784,0.00007701264,0.00001347152,0.000005653572,0.00001047827,0.0000546891,0.00000579016,0.0002786712],"genre_scores_gemma":[0.9984723,0.0001354196,0.0003931219,0.00003269082,0.000006294651,0.00001246989,0.0001313193,0.000004602078,0.0008117919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003681938,"threshold_uncertainty_score":0.007321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02036392527929427,"score_gpt":0.262168635130935,"score_spread":0.2418047098516408,"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."}}