{"id":"W4290792245","doi":"10.1016/j.vetpar.2022.109777","title":"An improved model for the population dynamics of cattle gastrointestinal nematodes on pasture: parameterisation and field validation for Ostertagia ostertagi and Cooperia oncophora in northern temperate zones","year":2022,"lang":"en","type":"article","venue":"Veterinary Parasitology","topic":"Helminth infection and control","field":"Veterinary","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada; University of Calgary","funders":"Biotechnology and Biological Sciences Research Council; Beef Cattle Research Council; UK Research and Innovation","keywords":"Ostertagia ostertagi; Biology; Pasture; Grazing; Temperate climate; Population; Feces; Ecology; Beef cattle; Livestock; Larva; Animal science","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":[0.00099491,0.0007082634,0.0007845011,0.0003286228,0.0004977439,0.0008036083,0.00109909,0.001483348,0.001790982],"category_scores_gemma":[0.001920821,0.0005016804,0.000734834,0.0002418225,0.0003390888,0.0006826307,0.0004375696,0.0008721178,0.0002674994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00081847,"about_ca_system_score_gemma":0.001057473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06398932,"about_ca_topic_score_gemma":0.03944509,"domain_scores_codex":[0.9998527,0.00004515059,0.00001202829,0.00004779826,0.0000145895,0.00002785106],"domain_scores_gemma":[0.9990921,0.0006405058,0.00005802214,0.00004312723,0.0001359305,0.00003038544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003576738,0.00003818887,0.001686988,0.00001469465,0.00001818198,0.00002009022,0.00001847736,0.9956547,0.0004796625,0.00005496681,0.00005370165,0.001924576],"study_design_scores_gemma":[0.000007844787,0.00002116536,0.0008803299,0.000002148179,0.000007136795,0.000004360867,0.000007359473,0.9988779,0.0001025098,0.00004623239,0.00003971018,0.000003196726],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9404328,0.000255738,0.05646512,0.0001471604,0.00003351483,0.00005138874,0.0005924457,0.0003034946,0.001718433],"genre_scores_gemma":[0.9914444,0.0000571707,0.00686623,0.0000220013,0.00000571572,0.00006134286,0.0003997064,0.00002365303,0.001119902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06398932,"threshold_uncertainty_score":0.1272337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04352846169582292,"score_gpt":0.3511691238304482,"score_spread":0.3076406621346253,"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."}}