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
Occultae Veritatis Podcast Case #112B: The Proud Boys Part 2 of 2. We watch the proud boys as they get involved in the Unite The Right Rally, the harassment of Portland Oregon, and many more controversial events. We will also see them gaining connections with powerful political figures. Subscribe to the show here: https://ovpod.ca/ Support the Show: http://www.patreon.com/ovpod Pallet Cleanser: Dreaming Darrin Jones Topics Mentioned: Gavin McInnes, Feminism, White guys, Homophobia, Racism, Islamophobia, Racism, Hate, Bullying, parents Muslims, politics, white supremacy, honor killings, religion, black, polyester , immigration, Bernie Sanders, Violence, Alpha Males, Beta Males, Shootings, Men are Tough, Heathenism, Modern Chauvinism, Proud Boys, Club, Nazi, Sexism, Transphobia, Berkeley, Unite the Right, Patriots day, New york Republicans club Clips: GAVIN MCINNES explains the origins of the PROUD BOYS The World Pioneer https://www.youtube.com/watch?v=lPpb-nfQW_8 Finding Islamberg Faith Jessie https://www.youtube.com/watch?v=9pect3LoJZ4 Canadian navy members involved in "Proud Boys" incident at Indigenous ceremony CBC Nova Scotia https://www.youtube.com/watch?v=AOAgNxp2_7U CNN https://www.youtube.com/watch?v=ZN7vm9mIPBs President Donald Trump On Charlottesville: You Had Very Fine People, On Both Sides CNBC https://www.youtube.com/watch?v=JmaZR8E12bs Message from Portland Mayor to proud boys https://www.youtube.com/watch?v=p_YrFPffN1o Alex Jones initiated into the proud boys Alex Jones https://www.youtube.com/watch?v=Z51G_RLSBWY A message from Proud Boys Enrique Tarrio & Roger Stone UHURUNewsTV info https://www.youtube.com/watch?v=4oLKABbx110 Conservative journalist attacked by Antifa protesters speaks out Fox News https://www.youtube.com/watch?v=fLgKN1ij8eM
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) | 0.446 | 0.007 |
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