The Richard Syrett Show - March 21, 2022 - Ballots Lost during Federal Election, "This Just In", & Four Ways Ukraine Could Defeat Russia
Bibliographic record
Abstract
Catch up on what you missed on an episode of The Richard Syrett Show. Host of \\"The Quiggin Report Podcast,\\" Tom Quiggin on hundreds of thousands of ballots lost or missing during the 2021 Canadian federal election. \\"The Survivalist\\" w/Stefan Verstappen. Singer-Songwriter, Brad Skistimas a.k.a. Five Times August performs his new single \\"This Just In.\\" Columnist at the National Post, Epoch Times, Western Standard, & Co-Author of \\"Unsporting: How Trans Activism and Science Denial are Destroying Sport,\\" Barbara Kay discusses why equity is the opposite of equality, & why it has no place in our schools. Retired US Army Airborne-Ranger, infantry officer, & Author, Lt Col. Robert L. Maginnis gives 4 ways Ukraine could defeat Russia.
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.
How this classification was reachedexpand
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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.242 | 0.003 |
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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".