{"id":"W1660984580","doi":"","title":"A New Perspective on Feeding Dairy Heifers: Promoting Good Health, Efficiency and Behavior","year":2014,"lang":"en","type":"article","venue":"eCommons (Cornell University)","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Agriculture, Food and Rural Affairs; Natural Sciences and Engineering Research Council of Canada; University of British Columbia; Ontario Ministry of Agriculture, Food and Rural Affairs; Dairy Farmers of Canada","keywords":"Dairy industry; Herd; Agriculture; Perspective (graphical); Animal health; Agricultural science; Business; Marketing; Animal science; Food science; Biology; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001112746,0.0001248631,0.0001724641,0.00003985241,0.0003650484,0.00002895451,0.0001636372,0.00006028515,0.00008241486],"category_scores_gemma":[0.0000337115,0.00006653067,0.00006022836,0.0003258134,0.0000638124,0.0001086763,0.00008286687,0.0001399209,0.00003041376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008707935,"about_ca_system_score_gemma":0.00001278649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005342354,"about_ca_topic_score_gemma":0.0003755408,"domain_scores_codex":[0.9991034,0.0001156571,0.00009076529,0.000372721,0.00005340296,0.0002640914],"domain_scores_gemma":[0.9994617,0.0001623632,0.00007942478,0.00005191477,0.00003860309,0.0002060449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0006447887,0.004142766,0.1929843,0.00008402013,0.00008244027,0.0001294771,0.004906116,0.0001683977,0.09048897,0.5465937,0.006098678,0.1536764],"study_design_scores_gemma":[0.001200037,0.003680005,0.971063,0.0001193872,0.00003975231,0.00002593612,0.00726498,0.000584227,0.0009216494,0.004416518,0.01011994,0.0005646302],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986647,0.00003435494,0.0000726242,0.001844741,0.00007242739,0.0001845339,0.000009470698,0.00008105101,0.01105382],"genre_scores_gemma":[0.9991216,0.00002783886,0.00005566811,0.0001751087,0.0001161286,6.204631e-7,0.000009724568,0.000001050473,0.0004922602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7780787,"threshold_uncertainty_score":0.2807694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03332532513287341,"score_gpt":0.2191018781284391,"score_spread":0.1857765529955657,"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."}}