The Richard Syrett Show - Mar 29, 2023 - Liberals Owned by Leslyn Lewis, Nashville Mass Murder, & More Budget Reaction
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
Today on The Richard Syrett Show: Producer for True North Harrison Faulkner says the Liberals got owned by CPC MP Leslyn Lewis. The founder of RealClimateScience.com, Tony Heller, brings up how Vanuatu secured a historic UN vote. Author at WND Peter LaBarbara discusses how the Nashville mass murder shines a light on trans violence and its enablers. Leader of the People's Party of Canada, Maxime Bernier, reacts to Chrystia Freeland abandoning the budget balance plan & adding $50 billion in debt. Producer of \\"The 500\\" podcast Jeremiah Tittle shares his thoughts on the album \\"Houses of the Holy\\" by Led Zeppelin for This Week in Rock History.
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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.030 | 0.012 |
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