Bibliographic record
Abstract
Were breaking down organized white supremacy like a beat-em up side scroller starting with the easiest baddies and moving on to the biggest and scariest villains at the end. Weve also got a healthy dose of media criticism as we discuss the baffling decision by the Globe and Mail to platform Ezra Levant and the troubling trend of mainstream media getting played like a fiddle by Nazis. Further reading: Edmonton police investigating blog posts targeting LGBTQ gym Patriot Pride Canada Wide Why Are So Many White Nationalists 'Virulently Anti-LGBT'? Lyndsey Shepherd door knocking with Heather Leung How Ezra Levants Globe Op-ed Got Published Andy Ngo: How a Right-Wing Troll Managed to Manipulate the Mainstream Media Undercover in Patriot Prayer: Insights From a Vancouver Democrat Who's Been Working Against the Far-Right Group from the Inside Furries Got an Alt-Right Troll Banned From Their Convention Resource: Confronting White Nationalism in Schools Neo-Nazis Are Organizing Secretive Paramilitary Training Across America Atomwaffen, an American Neo-Nazi Terror Group, Is In Canada Police Warn that Accused Neo-Nazi Canadian Soldier Could Have Fled to U.S. Winnipeg Free Press investigation and infiltration of The Base The War on Everyone: An audiobook by Robert Evans
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.034 | 0.016 |
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".