{"id":"W4367338794","doi":"10.21836/pem20230301","title":"History of Equine AOVET","year":2023,"lang":"en","type":"article","venue":"Pferdeheilkunde Equine Medicine","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Johns Hopkins University","keywords":"Medicine; Veterinary medicine","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":["insufficient_payload"],"category_scores_codex":[0.002638041,0.0005037911,0.001113818,0.001062159,0.00007345905,0.000007428294,0.001096418,0.0002354964,0.01611372],"category_scores_gemma":[0.003614507,0.0004094352,0.0002105055,0.001515108,0.001291315,0.0002225598,0.0009801657,0.000723048,0.002066762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00072641,"about_ca_system_score_gemma":0.0004217883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003383291,"about_ca_topic_score_gemma":0.00001172833,"domain_scores_codex":[0.9942312,0.0003188093,0.001247938,0.0008072429,0.002095207,0.001299585],"domain_scores_gemma":[0.9963123,0.001050224,0.0002965522,0.001346484,0.000341063,0.0006533281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001310003,0.0002415545,0.0007901635,0.0007099085,0.0001743204,0.002417699,0.001707888,0.000006803129,0.4757339,0.002219731,0.5014635,0.01322452],"study_design_scores_gemma":[0.007682497,0.05366899,0.007769505,0.001073108,0.0001853768,0.001001613,0.001064914,0.005876326,0.000506346,0.004386611,0.9157425,0.001042244],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7942255,0.006140782,0.001406971,0.02019159,0.00565621,0.001249821,0.00006931656,0.001777586,0.1692822],"genre_scores_gemma":[0.9497395,0.0004543029,0.0002572972,0.0006017737,0.001407693,0.0001042307,0.0002297005,0.0001414464,0.04706409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4752276,"threshold_uncertainty_score":0.9998357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2957973443280771,"score_gpt":0.4389385209214669,"score_spread":0.1431411765933898,"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."}}