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
Another episode we hope you'll never need. When a member is unable to work permanently there are alternatives to the STDP. We look at options for using your Canada Pension Plan or Canada Post Pension Plan to retire on a medical basis without age restrictions. The Usual Info: mail at: overburdenedpod@gmail.com Facebook: https://www.facebook.com/Overburdened-110296864079565/ Twitter: @Overburdenedpod Keep up to date with emails from national by signing up for CUPW's edigest here; http://www.cupw.ca/en/cupw-edigest . The Employee and Family Assistance Program 1-866-565-4903 Postal Banking Loan Info: https://www.canadapost-postescanada.ca/cpc/en/personal/mymoney/loan.page Call us at 1-844-229-0413 for support Text 55555 https://cpcpension.com/homepage/index-e.asp
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) | 0.908 | 0.066 |
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