Bibliographic record
Abstract
David Brandt was the 11th president of George Fox University, assuming the position August 1, 1998. Brandt was born September 18, 1938 in Manitoba, Canada. As a youth he wanted to become a high school physics teacher, and went on to study physics in his undergrad education. After gaining his bachelor's degree he continued to pursue education, going on to get a PhD in physics from the University of Oklahoma. In addition to his work in physics he gained a lot of experience in college administration. David Brandt and his wife Melva were living in Kansas when he was first offered the Presidency at George Fox and he initially refused because he liked where he worked. Ultimately they felt that God was leading them to Fox where he took over from Edward Stevens. One of his goals was for George Fox to promote diversity and work through differences of culture and background among the people at the university. In 2015, a new dormitory, Brandt Hall, was named in his honor. President Brant was on hand to dedicate the building and help students move in.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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 teacher head, 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".