Angela Wagoner, Book Cart Volunteer
Bibliographic record
Abstract
In 1949, the Bowman Gray School of Medicine Guild began a bookmobile operation. The Guild's members were the wives of doctors and medical school officials. The book mobile regularly circulated among the patients providing them with books and magazines. The bookmobile volunteers covered the second, third and fifth floors of the then five-story North Carolina Baptist Hospital. Shown here is a teen volunteer, Angela Wagoner, doing the same thing 40 years later in 1989. She was a summer "teen volunteer" who helped filled a need of the staff shortage at North Carolina Baptist Hospital during the summer vacation months. The summer Volunteen program, which is for teenagers between the ages of 14-18, have to commit to two days of volunteering per week from 9am-4pm in order to be eligible. The program was and still is today in 2007, a good way to expose teenagers to a medical center environment and the career opportunities that are available to them.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 0.029 |
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; both teacher heads agree on what is shown here.
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".