{"id":"W7018995724","doi":"","title":"Fecal Egg Counts, Nemabiomes, and Management Practices in Saskatchewan Horses","year":2023,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Helminth infection and control","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feces; Eggs per gram; Horse; Anthelmintic; Helminths; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001030068,0.0002553519,0.00039881,0.000754852,0.0001739191,0.00003403907,0.0003808997,0.0003657871,0.001761313],"category_scores_gemma":[0.000007267989,0.0003584806,0.0001440792,0.0005806847,0.0001131157,0.0009191647,0.0001978675,0.0003505845,0.0003855011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008204228,"about_ca_system_score_gemma":0.000251345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0035626,"about_ca_topic_score_gemma":0.0112422,"domain_scores_codex":[0.9987571,0.0001275111,0.0001500854,0.0004739244,0.000235148,0.000256238],"domain_scores_gemma":[0.9990876,0.00007860416,0.0003926326,0.0002762942,0.00003593392,0.0001288799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0185437,0.002650037,0.05799704,0.01411002,0.005212635,0.03578793,0.368063,0.00003135504,0.001370745,0.004856123,0.1961814,0.295196],"study_design_scores_gemma":[0.001648856,0.0002040991,0.05335866,0.0003831256,0.0002723635,0.00001403531,0.7701848,0.00008089709,0.00002133366,0.0001618272,0.173123,0.0005470397],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9078261,0.0001916625,0.00001984402,0.0004787605,0.0006253002,0.000527769,0.0002138656,0.0003771197,0.08973961],"genre_scores_gemma":[0.6686023,0.0009686911,0.0005195298,0.00004728383,0.00004744731,2.157658e-7,0.0005205228,0.00004159503,0.3292524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4021218,"threshold_uncertainty_score":0.9998867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02077950105319868,"score_gpt":0.2444438492497429,"score_spread":0.2236643481965442,"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."}}