{"id":"W4411297840","doi":"10.1093/tas/txaf082","title":"Breeding Bulls in Alberta: a cross-sectional descriptive survey of breeding bull herds and current management strategies","year":2025,"lang":"en","type":"article","venue":"Translational Animal Science","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Herd; Breed; Demographics; Ice calving; Animal science; Veterinary medicine; Foot (prosody); Cow-calf; Medicine; Biology; Demography; Lactation; Pregnancy","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":[0.0005907971,0.0001637749,0.0001757064,0.001072087,0.0008210142,0.0006520747,0.0006193586,0.0002371941,0.001323262],"category_scores_gemma":[0.000773092,0.0002380503,0.0001541763,0.002076512,0.0004524715,0.0003540097,0.0004433488,0.0002856099,0.0001819236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00448601,"about_ca_system_score_gemma":0.002887991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8863713,"about_ca_topic_score_gemma":0.9415591,"domain_scores_codex":[0.9996008,0.00003325483,0.00002726581,0.0000593233,0.0001863465,0.00009297526],"domain_scores_gemma":[0.9991704,0.00007378669,0.0002996078,0.00002988958,0.0002244889,0.0002018862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001682109,0.00002014842,0.9970957,0.00001206761,0.000011574,0.00004773712,0.0006227024,0.00002453007,0.0001634105,0.00001524981,0.000258905,0.001711125],"study_design_scores_gemma":[6.379273e-7,0.00001468294,0.9990087,0.000005952301,0.000003072723,0.00002495628,0.0007468394,0.00002408947,0.000008851015,0.000002513673,0.000158348,0.000001375182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975529,0.0002336632,0.00004838921,0.00006143165,0.000002106672,0.0000168505,0.001227128,0.000006808972,0.0008507077],"genre_scores_gemma":[0.9973916,0.0004028271,0.0001709574,0.00008412232,0.000003580199,0.00001551801,0.001181942,0.000002504848,0.0007468899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1136287,"threshold_uncertainty_score":0.2285958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04427013247652237,"score_gpt":0.2904135529293233,"score_spread":0.2461434204528009,"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."}}