{"id":"W4411657551","doi":"10.51847/buoa3vp","title":"10.51847/BuOA3vp","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drug; Pharmacology; Pathology; Biology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007070649,0.001203814,0.0006008951,0.002077556,0.001256793,0.003065303,0.001119072,0.002849579,0.9354582],"category_scores_gemma":[0.001149709,0.0004219977,0.0005366645,0.001707433,0.0007556436,0.001916092,0.002125539,0.001240499,0.9470815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007010645,"about_ca_system_score_gemma":0.0005933552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002602532,"about_ca_topic_score_gemma":0.002377674,"domain_scores_codex":[0.9994532,0.00006002872,0.00004215806,0.0001701054,0.0001544531,0.0001199792],"domain_scores_gemma":[0.9989223,0.0002220797,0.00007368765,0.0001638577,0.0003175891,0.0003004342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003732528,0.0003055075,0.001696411,0.0002693662,0.00002052612,0.0003728277,0.0001306395,0.0003402717,0.006810551,0.004904483,0.1398289,0.8449473],"study_design_scores_gemma":[0.00005145221,0.0001086882,0.002155751,0.0002079915,0.0000175834,0.0006492976,0.0001801911,0.0006167233,0.001916413,0.001561995,0.9925131,0.00002082858],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003427984,0.0009533336,0.00524782,0.001348246,0.001229454,0.0001361056,0.001433132,0.001925631,0.9842982],"genre_scores_gemma":[0.006124834,0.0003503251,0.001820513,0.0004399339,0.0001199435,0.00006275301,0.0009940933,0.0003314908,0.989756],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06454182,"threshold_uncertainty_score":0.09206098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437967713992048,"score_gpt":0.1836786529482882,"score_spread":0.1692989758083677,"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."}}