{"id":"W3142508108","doi":"10.11575/prism/38697","title":"Characterizing the microbiota of bovine digital dermatitis","year":2021,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Dairy Commission; Alberta Agriculture and Forestry","keywords":"Computational biology; Biology; Microbiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004236946,0.0001362063,0.0003842115,0.00004047777,0.00005622874,0.0001070122,0.0002382683,0.0001473208,0.00352344],"category_scores_gemma":[0.0001019998,0.00009885328,0.0001123735,0.00008522716,0.00004615945,0.0001207283,0.00006494241,0.0001651169,0.0001812106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009362228,"about_ca_system_score_gemma":0.0002777492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001072976,"about_ca_topic_score_gemma":0.00002931663,"domain_scores_codex":[0.9992925,0.00002365391,0.0002822778,0.0001863831,0.00009844201,0.0001167272],"domain_scores_gemma":[0.9993034,0.0000541139,0.0001917554,0.0003034805,0.00009995258,0.00004732162],"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":[0.002180251,0.002498453,0.04711735,0.003295542,0.003120226,0.003948605,0.01511907,2.828957e-7,0.1050432,0.0000330278,0.2309782,0.5866658],"study_design_scores_gemma":[0.001933329,0.0001105487,0.2238649,0.00447893,0.001123569,0.001219097,0.00768934,0.00001024131,0.1847174,0.00002164431,0.5743285,0.0005024904],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9032043,0.001730812,4.058153e-7,0.0006453845,0.0003500388,0.0003807916,0.0002215982,9.933375e-7,0.09346563],"genre_scores_gemma":[0.9446238,0.0001251715,0.0001281509,0.0002562019,0.00006985309,0.00001531275,0.01062671,0.00002218391,0.04413262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5861633,"threshold_uncertainty_score":0.9973875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0178624128841292,"score_gpt":0.2994160872782894,"score_spread":0.2815536743941602,"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."}}