Is a ban on nudity in change rooms a good idea? 47% of Ontario students missed school due to anxiety and does the freedom of expression really exist on school campuses?
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
A town in the Montreal area has decided to ban all nudity in changerooms of municipal pools which seems odd given that it's the place you go to change. Though at first it may seem like a dumb decision, once you think about it, do you really want to be seeing some old guy and his buddy chatting without any clothes on?-Almost half of all the students in the province have missed school due to anxiety. How can this be? Did we go wrong somewhere or is this simply being reported more? The funding to help with mental health has been cut in half over the last 25 years, surely that isn't the only problem, is it?Guest: Kim Moran, CEO of Children's Mental Health Ontario-We like to believe that we have the freedom of speech and freedom of expression but this doesn't to be the case on college and university campuses. The thought police appear to be more and more real as time goes on because if a teacher or teacher's assistant proposes an argument that goes against public opinion, let alone offend someone, they will be instantly ostracized and penalized.Guest: Lindsay Shepherd, Graduate Student and Teaching Assistant at Wilfrid Laurier University
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 | 0.000 | 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 | 0.000 | 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) | 0.030 | 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