{"id":"W2020471515","doi":"10.1017/s1751731110002545","title":"Opportunities to improve nutrient efficiency in pigs and poultry through breeding","year":2011,"lang":"en","type":"article","venue":"animal","topic":"Animal Nutrition and Physiology","field":"Agricultural and Biological Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture Food and Rural Development","funders":"","keywords":"Nutrient; Biology; Biotechnology; Livestock; Scarcity; Production (economics); Ecology","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":[0.001480816,0.0002298435,0.0003195376,0.0003200709,0.0002777326,0.000630308,0.0004491482,0.000444041,0.001552631],"category_scores_gemma":[0.0007516644,0.0001416239,0.0003097379,0.0002865742,0.0004719437,0.0006031828,0.0004492878,0.0003978285,0.0003559671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000197195,"about_ca_system_score_gemma":0.0005139768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007763563,"about_ca_topic_score_gemma":0.00282982,"domain_scores_codex":[0.9996927,0.0001496994,0.0000163252,0.00005551236,0.00004195371,0.00004390116],"domain_scores_gemma":[0.9993818,0.0002529216,0.0001453891,0.00008181723,0.00006808791,0.00006997064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001150931,0.0007390077,0.2008695,0.0007914348,0.0004365952,0.001049473,0.0007037693,0.003799344,0.481677,0.005842477,0.0006098404,0.3023307],"study_design_scores_gemma":[0.00006955759,0.005539568,0.9261854,0.0003028318,0.0003191859,0.002222477,0.001241311,0.004508344,0.03270777,0.005744714,0.02108659,0.00007227219],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652805,0.004374593,0.02049426,0.001158607,0.00006172764,0.00005102518,0.0001442238,0.00006256466,0.008372588],"genre_scores_gemma":[0.9526174,0.003273495,0.03891702,0.0004813368,0.00005706817,0.0000421307,0.0002006404,0.000023177,0.004387609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001552631,"threshold_uncertainty_score":0.007831395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0988244130386516,"score_gpt":0.246322863164329,"score_spread":0.1474984501256774,"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."}}