2025-02-02 - BTWRLM614 - Your Wake-up Call
Bibliographic record
Abstract
* Biden joins black Freemasons — RT World News, https://www.rt.com/news/611621-biden-joins-black-freemasons/ * In the first minutes of his presidency, Donald Trump signed a decree granting full pardon to 1.5 thousand prisoners convicted of storming the Capitol in January 2021 - Pravda EN, https://news-pravda.com/world/2025/01/21/993361.html * Trump reversed 78 decisions of the last President Biden - Pravda EN, https://news-pravda.com/usa/2025/01/21/993386.html * 405 Not allowed., https://www.independent.co.uk/news/world/americas/us-politics/trump-frederiksen-denmark-greenland-call-b2686079.html * Error fetching title: HTTPSConnectionPool(host='www.itv.com', port=443): Read timed out. (read timeout=5), https://www.itv.com/news/2025-01-23/danish-official-tells-trump-to-f-off-over-greenland-threats * White House comments on ‘mystery’ drones — RT World News, https://www.rt.com/news/611843-us-drones-white-house/ * Breakthrough Chinese AI app a ‘wake-up call’ for US – Trump — RT World News, https://www.rt.com/news/611747-trump-deepseek-wake-up/ * China’s breakthrough AI app triggers meme fest — RT Entertainment, https://www.rt.com/pop-culture/611774-deepseek-memes-viral-online/ * US government gets special AI - Pravda EN, https://news-pravda.com/usa/2025/01/29/1015247.html * Trump allows federal death penalty — RT World News, https://www.rt.com/news/611395-trump-lifts-federal-execution-moratorium/ * Donald Trump did not put his hand on the Bible during the oath - Pravda EN, https://news-pravda.com/world/2025/01/21/993303.html * Trump allowed the use of US forces against drug cartels in Mexico - Pravda EN, https://news-pravda.com/world/2025/01/21/993341.html * Trump’s DOGE claims its saving one billion dollars per day — RT World News, https://www.rt.com/news/611841-doge-billion-saving-claim/ * x.com, https://x.com/BehindaWoodshed/status/1884486766381486246 * Exclusive: White House talking with Oracle, others to save TikTok : NPR, https://www.npr.org/2025/01/25/g-s1-44779/tiktok-ban-deal-trump-oracle * Microsoft and AI boosted IDF’s war on Gaza – media — RT World News, https://www.rt.com/news/611564-microsoft-tech-support-israel/ * x.com, https://x.com/RyanRozbiani/status/1884455754796572774 * Court Rules Warrantless Section 702 Searches Violate Fourth Amendment, https://reclaimthenet.org/federal-court-rules-warrant-required-for-section-702-backdoor-searches * Canada Upholds Privacy Rights in Clearview AI Facial Data Ruling, https://reclaimthenet.org/canadian-court-upholds-ban-on-clearview-ais-unconsented-facial-data-collection-in-british-columbia * Trump said that he prefers tariffs to sanctions as a measure of influence on the Russian Federation. - Pravda EN, https://news-pravda.com/world/2025/01/21/993413.html * Global diesel prices soar after latest US sanctions on Russia – Reuters — RT Business News, https://www.rt.com/business/611091-global-diesel-prices-soar/ * US, European Intel Agencies Admit ‘Accidents’, Not Russia, to Blame for Baltic Cable Damage, https://sputnikglobe.com/20250119/us-european-intel-agencies-admit-accidents-not-russia-to-blame-for-baltic-cable-damage-1121464458.html * Australian mercenary captured by Russia – Canberra — RT World News, https://www.rt.com/news/611895-russia-confirms-australian-fighter-capture/
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.925 | 0.906 |
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; the direct Gemma label and the distilled Codex classifier 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".