2024-01-07 - BTWRLM558 - Subverting The Republic
Bibliographic record
Abstract
* No One of Sound Mind Thinks Ukraine Can Win - Ex-Pentagon Officer, https://sputnikglobe.com/20231230/no-one-of-sound-mind-thinks-ukraine-can-win---ex-pentagon-officer---1115892804.html * New Stage of Gaza War: Israel Plans Partial Troop Withdrawal, Targeted Operations, https://sputnikglobe.com/20240101/new-stage-of-gaza-war-israel-plans-partial-troop-withdrawal-targeted-operations-1115931720.html * ISP unveils proposed changes to assault weapons ban rules, https://www.nprillinois.org/illinois/2023-12-05/what-to-know-about-illinois-assault-weapons-ban * At least 74 Illinois sheriff's departments vow to defy state assault weapons ban, https://abcnews.go.com/US/74-illinois-sheriffs-departments-vow-defy-new-state/story?id=96384352 * US Supreme Court lets Illinois assault weapon ban stand - for now, https://www.bbc.com/news/world-us-canada-67722478 * ‘Machines Cannot Fully Replace Key Actors in Court,', https://sputnikglobe.com/20240101/machines-cannot-fully-replace-key-actors-in-court-us-chief-justice-says-1115926444.html * Epstein Files Unsealed: What Have Highly-Anticipated Docs Revealed?, https://sputnikglobe.com/20240104/epstein-files-unsealed-what-have-highly-anticipated-docs-revealed-1115969948.html * Epstein docs reveal government complicity, https://www.rt.com/news/590129-epstein-documents-dershowitz-prince-andrew/ * High-end sex ring in Boston and D.C. areas was ‘honeypot', https://www.dailymail.co.uk/news/article-12904363/Sex-ring-Boston-Virgiinia-honeypot-China-South-Korea-ensnare-officials.html * Pedo island: The corrupt system that created Jeffrey Epstein survives his downfall, https://www.rt.com/news/590147-epstein-elites-system-court/ * Israeli Spies: ‘Mega Was Not an Agent; Mega Was the Boss', https://larouchepub.com/other/2001/2833mega_spy.html * Trump Supporters Storm U.S. Capitol, Clash With Police, https://www.npr.org/sections/congress-electoral-college-tally-live-updates/2021/01/06/953616207/diehard-trump-supporters-gather-in-the-nations-capital-to-protest-election-resul * What we know — and don't know — about what Trump did on Jan. 6, https://www.washingtonpost.com/national-security/2022/06/29/trump-january-6-timeline/ * Bomb threats trigger mass evacuations across US, https://www.rt.com/news/590120-us-bomb-hoax-threat-email/ * US Facing 1860-Scale National Breakdown Threat Over State Ballot Bans Against Trump, https://sputnikglobe.com/20231229/us-facing-1860-scale-national-breakdown-threat-over-state-ballot-bans-against-trump-1115883996.html * Appeals court wipes conviction for ex-congressman, https://thehill.com/regulation/court-battles/4377688-appeals-court-wipes-conviction-ex-congressman/ * WEF & UN Move to ‘Regulate' Free Speech Online, https://slaynews.com/news/wef-un-move-regulate-free-speech-online/ * Google reaches deal with Canada to keep news content on its platform, https://edition.cnn.com/2023/11/29/tech/google-deal-with-canada-news-content/index.html * Elon Musk Announces New Policy, Phrases Such As “Decolonization” and “From the River to the Sea” Could Result in X Ban, https://reclaimthenet.org/elon-musk-announces-new-policy-phrases-such-as-decolonization-and-from-the-river-to-the-sea-could-result-in-x-ban * Paris mayor quits ‘global sewer' X, https://www.rt.com/news/588101-paris-mayor-quits-x/ * Israel pursuing similar goals to Russia, https://www.rt.com/russia/589831-lavrov-israeli-gaza-hypocrisy/ * Something Lost in Translation, https://www.greanvillepost.com/2024/01/04/something-lost-in-translation/ * Israel sued for ‘genocide' in The Hague, https://www.rt.com/news/589909-south-africa-israel-war-crimes-icc/ * General Orders No. 100: The Lieber Code, http://avalon.law.yale.edu/19th_century/lieber.asp
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 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.014 | 0.011 |
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".