Beloit College Vice President Named Dean of the Faculty at Lawrence University
Bibliographic record
Abstract
Lawrence University President Jill Beck has announced the appointment of David Burrows as provost and dean of the faculty at the college. Burrows, currently the dean of the college and vice president for academic affairs at Beloit College, will begin his duties at Lawrence July 1, 2005. He replaces Kathleen Murray, who has served as dean since June 2003. Murray, former dean of the Lawrence Conservatory of Music and professor of piano, has been named provost of Birmingham-Southern College in Alabama. “Dr. Burrows will work with the faculty and with me on all matters relating to the continued advancement of Lawrence,” said Beck in announcing the appointment. “He possesses a depth of experience in liberal arts administration that equips him to succeed with distinction in the coming years.” A cognitive psychologist, Burrows has served as dean at Beloit since 1997. A native of New York City, he spent eight years on the faculty at the State University of New York at Brockport and 17 years at Skidmore College, including three as associate dean of the faculty there. He earned a bachelor’s degree in psychology from Columbia University and a master’s degree and Ph.D. in psychology from the University of Toronto.
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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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.149 | 0.046 |
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".