{"id":"W2088059363","doi":"10.3138/jvme.34.5.583","title":"Teaching Animal Handling to Veterinary Students at Massey University, New Zealand","year":2007,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Veterinary medicine; Medical education; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00369967,0.0001788272,0.0003380994,0.0004095122,0.0008083827,0.00001860514,0.0004897031,0.000189336,0.001028303],"category_scores_gemma":[0.0014443,0.0001648138,0.00009932252,0.0002339746,0.000040502,0.0005184991,0.00048921,0.001017827,0.0002047942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007558775,"about_ca_system_score_gemma":0.001987365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003282933,"about_ca_topic_score_gemma":0.00002876715,"domain_scores_codex":[0.9970224,0.0005374723,0.0008263592,0.0002183563,0.0009307281,0.0004646408],"domain_scores_gemma":[0.9970945,0.0007575604,0.0006351792,0.0002055876,0.0002857739,0.001021404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0160714,0.002895667,0.2393979,0.0004659365,0.0004203318,0.001732167,0.07633162,0.000003881967,0.02966128,0.000174756,0.5161709,0.1166742],"study_design_scores_gemma":[0.001163276,0.003334797,0.1652406,0.0007239385,0.00006050484,0.001356671,0.01590274,0.000002674217,0.000009779155,0.00002875329,0.8120052,0.0001710613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765888,0.000192391,0.0004326404,0.01578616,0.004244866,0.000232078,0.000001256439,0.00002560986,0.002496152],"genre_scores_gemma":[0.971168,0.0001964193,0.003152949,0.002974431,0.003056029,0.000002444476,0.000005497067,0.0000254273,0.01941876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2958343,"threshold_uncertainty_score":0.9998849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.309823711753583,"score_gpt":0.5568201103929097,"score_spread":0.2469963986393267,"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."}}