Bibliographic record
Abstract
Occasionally, AAVMC recognizes an individual, devoted to veterinary medical education, whose career is distinguished by extraordinary leadership and achievements that have profoundly changed our profession. In 2008, the association recognized Dr. John Thomas Vaughan as epitomizing this pinnacle of achievement. Dr. Vaughan started his distinguished career by earning the DVM from Auburn University with Highest Honor in 1955. He trained at the side of giants of the profession of that era, such as Drs. Walter J. Gibbons, Benjamin F. Hoerlein, James E. Greene, and Wilford S. Bailey. He was immediately pressed into service by the Auburn faculty as an Instructor of Large Animal Surgery and Medicine. In this period before tranquilizers, Instructor Vaughan awed his students by deftly ‘‘casting’’ a 16-hand, 1,000-lb mule to lateral recumbency without assistance or injury to the bewildered beast. His intellect and strength of character equaled his steel grip. Over the next 15 years he advanced to Associate Professor, earned the MS degree, became a member of the American Association of Equine Practitioners, and was appointed diplomate of the American College of Veterinary Surgeons. In 1970 he was enticed to the northernmost limits of his range to become Professor of Surgery and Hospital Director at Cornell. Four years later, with his young family, he headed south to become Professor and Head of the Auburn Large Animal Surgery and Medicine. In 1977 he was selected to be only the fifth permanent Dean of Auburn’s 85-year-old College of Veterinary Medicine. During the next 18 years Dean Vaughan led the college through explosive growth, expansion of faculty, the creation of the Scott-Ritchey Research Center, and other growth of the research base. To say that his imprint on Auburn is indelible is to underestimate the depth and breadth of his influence. Shortly after becoming Dean, I was introduced to a prestigious group as ‘‘Tom Boosinger,’’ and meetings at my office were scheduled for ‘‘Tom’s office.’’ It is difficult to succinctly summarize Dr. Vaughan’s national influence except by listing highlights: President of the American Association of Equine Practitioners; Member of the Board of Regents and President of the College of Veterinary Surgeons; Chair-elect, Council of Deans, AAVMC; Chair of the Commission on Veterinary Medicine of the National Association of State Universities and Land Grant Colleges and member of the Commission on Food, Environment and Renewable Resources. Dr. Vaughan’s long list of honors culminated in 2003 with the Auburn’s state-of-the-art large-animal teaching hospital being named the John Thomas Vaughan Large Animal Teaching Hospital. It is a pleasure and an honor to introduce my good friend and esteemed colleague, Tom Vaughan, as recipient of the 2008 AAVMC Recognition Lecturer Award. —Timothy R. Boosinger, President, AAVMC
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.009 | 0.005 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".