Eating disorders and student wellness: Important information for teachers and parents
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Teachers who encounter students with severe eating disorders in classrooms often find the situation challenging beyond their immediate experience and training. They are often at a loss with respect to strategies and techniques to assist and provide counsel. Teachers need to ensure that their school has an appropriate and well-stated policy and that procedures are communicated effectively and clearly. Most important is that students who experience eating disorders know that they can find support and assistance at school. Research is clear that students manage disorders much better when teachers and support staff are well-informed about the complexity of the issues, understand the syndrome, are informed about the various types of disorders and most important, can communicate to students and parents about the various treatment and strategies. It is also important that age appropriate information be available. School personnel must ensure that the academic, physical, and social needs of students who experience eating disorders be met in ways that preserve student self esteem and dignity.
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.
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 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it