{"id":"W3204238485","doi":"","title":"Cross-sectional study of productive and reproductive traits of dairy cattle in smallholder farms in Meru, Kenya","year":2018,"lang":"en","type":"article","venue":"Livestock research for rural development","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph; University of Prince Edward Island","funders":"","keywords":"Dairy cattle; Milk production; Animal production; Biology; Animal science; Agricultural science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004438899,0.0002840201,0.0003009966,0.0006578941,0.001019117,0.0004127395,0.0002731963,0.0004239605,0.001134713],"category_scores_gemma":[0.0006907643,0.00040845,0.0001976596,0.0008879686,0.0004240098,0.0004148599,0.0004007549,0.0003575474,0.0001857289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005976688,"about_ca_system_score_gemma":0.0004925463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02505608,"about_ca_topic_score_gemma":0.06153895,"domain_scores_codex":[0.9996926,0.00008940168,0.00002644766,0.00006866638,0.00004022102,0.00008262668],"domain_scores_gemma":[0.9995188,0.00008655756,0.0001463339,0.00002156662,0.00007217266,0.0001546211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004778282,0.00006851731,0.998514,0.000007873064,0.00002081827,0.00008011157,0.0004164291,0.00000768164,0.000510387,0.000009391012,0.00003241313,0.0002847001],"study_design_scores_gemma":[0.000002380494,0.00009134679,0.998197,0.000003627688,0.000008996632,0.00008069802,0.00148901,0.00002954528,0.00002731352,0.000004342892,0.00006398324,0.000001759044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997073,0.00003286917,0.00002087768,0.000008234333,0.000001096757,0.000007439384,0.00009859037,4.333719e-7,0.0001232658],"genre_scores_gemma":[0.9995239,0.00004160781,0.00005646824,0.00001927381,0.00000119392,0.00001475713,0.0001350732,4.81076e-7,0.0002071656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02505608,"threshold_uncertainty_score":0.04982048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06208171865860188,"score_gpt":0.3637395546473099,"score_spread":0.301657835988708,"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."}}