{"id":"W6987516384","doi":"","title":"Surplus Dairy Calf Transportation: Effects on Lying Behavior and Investigating Nutritional Strategies to Improve Health, Growth, and Behaviour","year":2023,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Diverse Specialized Academic Research","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dairy Farmers of Canada","keywords":"Lying; Animal husbandry; Diarrhea; Animal welfare; Dairy cattle; Body weight; Health benefits","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006334492,0.0002927266,0.0002639609,0.0002895686,0.0002707792,0.0008777112,0.0003041142,0.0003774218,0.00213004],"category_scores_gemma":[0.0009029025,0.0001098705,0.0003809983,0.0003263956,0.0002019497,0.0002747424,0.0003534541,0.000381315,0.0001904796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007761028,"about_ca_system_score_gemma":0.0008628462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008373403,"about_ca_topic_score_gemma":0.01747786,"domain_scores_codex":[0.9996338,0.0001127513,0.00001750516,0.0000707443,0.00007670935,0.00008845054],"domain_scores_gemma":[0.9993756,0.0001858297,0.0002164161,0.00001921309,0.00008475476,0.0001181698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01087711,0.008389933,0.4463573,0.002055148,0.0008139334,0.0006957647,0.003811588,0.002506852,0.3204717,0.000952557,0.0009931264,0.202075],"study_design_scores_gemma":[0.00005101522,0.01195963,0.9699306,0.0002581232,0.0002821274,0.0001132376,0.00280443,0.001121861,0.01131322,0.0002411491,0.001900453,0.00002412253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987685,0.0004018458,0.0002002621,0.00006692757,0.000004728719,0.00001643919,0.00008699664,0.000001841424,0.0004522685],"genre_scores_gemma":[0.9935767,0.001964205,0.001573548,0.0000676446,0.000008303237,0.00005611978,0.000266906,0.000004530556,0.002481983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9916266,"threshold_uncertainty_score":0.01664937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03838540038137017,"score_gpt":0.2687132320228925,"score_spread":0.2303278316415224,"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."}}