New World Next Week: Episode141 - Flu Shot Narcolepsy, Bye Bye Scanners, Privacy Glasses
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
NewWorldNextWeek.com : Episode141 - Flu Shot Narcolepsy, Bye Bye Scanners, Privacy Glasses Welcome to New World Next Week - the video series from Corbett Report and Media Monarchy that covers some of the most important developments in open source intelligence news. This week: Story #1: Evidence Grows for Narcolepsy Link to GSK Swine Flu Shot Breaking: Scientists To Resume Work With Lab-Bred Bird Flu Nurses Fired for Refusing Flu Shot Story #2: TSA Removes Body Scanners From Airports 'Naked' Airport Scans Could Undergo Revamp In Canada 'Body Scanners' Archive On Media Monarchy Story #3: Privacy Visor Block Facial Recognition Software Video: Google Opt Out Feature Lets Users Protect Privacy By Moving To Remote Village Visit NewWorldNextWeek.com to get previous episodes in various formats to download, burn and share. And as always, stay up-to-date by subscribing to the feeds from Corbett Report here and Media Monarchy here . Thank you. Previous: Episode140 - #IdleNoMore, Mali War, Garden Score
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.674 | 0.014 |
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