{"id":"W2044774677","doi":"10.3168/jds.2009-2276","title":"Canola meal replacing distillers grains with solubles for lactating dairy cows","year":2009,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Freezing and Crystallization Processes","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cooperative State Research, Education, and Extension Service; Canola Council of Canada; South Dakota State University; U.S. Department of Agriculture","keywords":"Canola; Distillers grains; Meal; Food science; Dairy cattle; Soybean meal; Animal science; Chemistry; Biology","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":[0.0004906515,0.00009313571,0.0001394579,0.0001503129,0.0002209074,0.0001200047,0.0002668705,0.00002206297,0.000003495781],"category_scores_gemma":[0.0002488219,0.00007151178,0.00003436339,0.0004371567,0.0001052805,0.0006840038,0.000007769823,0.0001138357,3.341592e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007740629,"about_ca_system_score_gemma":0.0002035434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000260346,"about_ca_topic_score_gemma":0.00001910377,"domain_scores_codex":[0.999018,0.000005630403,0.0002694997,0.0001090791,0.0003574002,0.0002404148],"domain_scores_gemma":[0.9993399,0.00005950358,0.000150498,0.00009584454,0.0002394356,0.0001148193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001618191,0.00008242234,0.003101101,0.000289552,0.00005893004,0.00005112492,0.007370794,0.8203787,0.1311359,0.001699447,0.007750771,0.02791942],"study_design_scores_gemma":[0.009057281,0.005491995,0.02447369,0.004190602,0.0003157601,0.002799682,0.01694609,0.7404364,0.1463018,0.007188795,0.03995132,0.002846602],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7598123,0.0004455271,0.2353188,0.0004740628,0.0005223974,0.0001177694,0.000007429157,0.0001239688,0.003177724],"genre_scores_gemma":[0.9839017,0.0000166238,0.0158445,0.00007541401,0.00007281366,9.445961e-7,6.524425e-7,0.000009082726,0.00007824663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2240894,"threshold_uncertainty_score":0.2916166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01365961094207403,"score_gpt":0.2385474192554211,"score_spread":0.2248878083133471,"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."}}