{"id":"W4414830704","doi":"10.1093/jas/skaf300.510","title":"PSXI-23 Modelling environmental impacts associated with use of implants in pre-weaned calves.","year":2025,"lang":"en","type":"article","venue":"Journal of Animal Science","topic":"Effects of Environmental Stressors on Livestock","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture Food and Rural Development; Agriculture and Agri-Food Canada; University of Manitoba","funders":"","keywords":"Manure; Greenhouse gas; Weaning; Sustainability; Ecological footprint; Water use; Grazing; Carbon footprint","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002769856,0.0005039143,0.0002722828,0.0003081056,0.0003269459,0.0008298924,0.0007465425,0.0005908715,0.004621768],"category_scores_gemma":[0.0005014841,0.0002764785,0.000580519,0.0004243711,0.0002510726,0.0001953833,0.000311973,0.0003860102,0.0003133074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003035753,"about_ca_system_score_gemma":0.003479641,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5700426,"about_ca_topic_score_gemma":0.5436944,"domain_scores_codex":[0.9999021,0.0000152497,0.000003058544,0.00002062106,0.00002067064,0.00003822304],"domain_scores_gemma":[0.9997643,0.0000843115,0.00002532729,0.0000115872,0.00008613674,0.00002825251],"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":[0.0001564372,0.00009037137,0.03590741,0.00007941844,0.00005887924,0.0001706845,0.0000428521,0.9533414,0.003462994,0.000577636,0.0007536974,0.00535822],"study_design_scores_gemma":[0.00002549757,0.0001673444,0.02059878,0.00001437256,0.00003384015,0.00003394006,0.0001585847,0.9760518,0.001143353,0.0002304288,0.001529712,0.00001235489],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799687,0.0001346857,0.007907745,0.00006210239,0.00001489387,0.00006488684,0.004657553,0.0002196073,0.006969775],"genre_scores_gemma":[0.9885862,0.0001225278,0.004291493,0.00001926318,0.000001985366,0.00004524014,0.002057392,0.0000356764,0.004840131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5700426,"threshold_uncertainty_score":0.864979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01913708001399814,"score_gpt":0.2305376503373991,"score_spread":0.211400570323401,"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."}}