{"id":"W6917653967","doi":"10.57935/agr.29162099.v1","title":"Evaluating the use of salivary anti-CarLA IgA testing to reduce gastrointestinal parasitism in Canadian pastured sheep","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Helminth infection and control","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Saliva; Grazing; Feces; Pasture; Immune system; Parasitism; Ostertagia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002023775,0.0001454671,0.000189267,0.000208074,0.0001334259,0.00007635191,0.000213196,0.0000533042,0.01113134],"category_scores_gemma":[0.008653902,0.0001286894,0.00005674124,0.0005951749,0.000008216878,0.0001088237,0.00008526169,0.0002589474,0.0002630594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001419097,"about_ca_system_score_gemma":0.0005310751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05162091,"about_ca_topic_score_gemma":0.02102358,"domain_scores_codex":[0.9986471,0.0001980629,0.000332662,0.000256457,0.0001545807,0.000411148],"domain_scores_gemma":[0.9985847,0.0006604472,0.00008564654,0.0003120887,0.0002079678,0.0001491856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005506414,0.0003104646,0.2455995,0.0009545106,0.0001928833,0.001720903,0.002153893,0.01654655,0.09146937,0.0002170913,0.4714139,0.1688702],"study_design_scores_gemma":[0.0005707117,0.0004519649,0.9486562,0.00711161,0.00001805544,0.0002740102,0.00008842565,0.02520855,0.0002687038,0.00001821073,0.01710015,0.000233416],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420751,0.00009474374,0.00001678486,0.00232357,0.000231052,0.001598726,0.04131247,0.0001603456,0.01218717],"genre_scores_gemma":[0.9961599,7.347472e-8,0.0008273034,0.001275124,0.00007113793,0.000207377,0.001254185,0.00001610245,0.0001888493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7030567,"threshold_uncertainty_score":0.9996966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.309627281508516,"score_gpt":0.4167592300826657,"score_spread":0.1071319485741497,"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."}}