{"id":"W3158350931","doi":"10.21423/aabppro20064664","title":"Evaluation of Castration Technique, Pain Management, and Castration Timing in Young Feedlot Bulls in Alberta","year":2006,"lang":"en","type":"article","venue":"American Association of Bovine Practitioners Conference Proceedings","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Castration; Feedlot; Medicine; Animal science; Internal medicine; Biology; Hormone","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002522496,0.0001410871,0.0002720564,0.000322651,0.00005048989,0.00003308627,0.00005801771,0.00006516328,0.00003984625],"category_scores_gemma":[0.0004755223,0.0001655536,0.00003064621,0.0004898995,0.00008216394,0.0005980075,0.00003086067,0.0001337443,0.000001385612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003445841,"about_ca_system_score_gemma":0.00005746811,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01403674,"about_ca_topic_score_gemma":0.003653749,"domain_scores_codex":[0.9983097,0.0001342012,0.0005511075,0.000258574,0.0005702445,0.0001762024],"domain_scores_gemma":[0.9980391,0.0001124082,0.001054704,0.00005182724,0.0007230405,0.00001892965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001648308,0.0002299514,0.9443457,0.00008760078,0.00003573976,0.000001408845,0.001268842,0.0000195309,0.04198207,0.004682219,0.0002184383,0.006963724],"study_design_scores_gemma":[0.0006236447,0.0004898386,0.9890544,0.0001222918,0.0001144311,0.000007133436,0.006126563,0.001547992,0.0008552243,0.0008759826,0.00001744477,0.0001650845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755554,0.00001336971,0.0005784445,0.0007537378,0.00001841683,0.0006784403,0.00001020887,0.00001996984,0.022372],"genre_scores_gemma":[0.997995,0.00003906246,0.001580321,0.00001235357,0.00001634654,0.000194226,0.00003996335,0.00001139617,0.0001113345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04470872,"threshold_uncertainty_score":0.9925289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03571554091948954,"score_gpt":0.3225193089223197,"score_spread":0.2868037680028301,"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."}}