{"id":"W2407507993","doi":"","title":"Agronomic Assessment and Beef Cattle Nutrition Suitability of 31 Forage Type Annual Crops in the Peace Region of Alberta","year":2014,"lang":"en","type":"article","venue":"2014 ADSA-ASAS-CSAS Joint Annual Meeting","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Beef cattle; Forage; Agronomy; Agroforestry; Geography; Agricultural science; Biology; Forestry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009242136,0.0001609235,0.0003605504,0.00003100764,0.00011607,0.00001788512,0.0001927433,0.0001075695,0.00003053665],"category_scores_gemma":[0.0003054035,0.00007151017,0.00009003992,0.0001991211,0.0002142086,0.0001765553,0.000101281,0.0001490799,0.000007331629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003029088,"about_ca_system_score_gemma":0.00001458241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003651599,"about_ca_topic_score_gemma":0.002388693,"domain_scores_codex":[0.9983889,0.0004049746,0.0004572734,0.0003318961,0.0001532571,0.0002636884],"domain_scores_gemma":[0.9985127,0.0008357473,0.0002821505,0.0001117254,0.0002008112,0.0000568445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007063926,0.00260162,0.3552069,0.0005248272,0.00004532664,0.000005524511,0.005140735,0.00006606283,0.5672814,0.007720073,0.04340164,0.01729949],"study_design_scores_gemma":[0.0004513483,0.0009753786,0.9825821,0.0001413542,0.00001572192,0.00001187619,0.004687756,0.0001041447,0.00331652,0.001220067,0.006310515,0.0001832525],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955443,0.0001922952,0.000006944239,0.001902849,0.00008307837,0.0003402923,0.00004582981,0.00001167655,0.00187274],"genre_scores_gemma":[0.9994007,0.00008003852,0.0001470322,0.00006965031,0.0001352239,0.0000195365,0.0000639537,0.000001848282,0.00008207105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6273751,"threshold_uncertainty_score":0.552015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01995762343748797,"score_gpt":0.254598994461319,"score_spread":0.234641371023831,"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."}}