Infowars Nightly News with Alex Jones - Thursday December 1 2011
Bibliographic record
Abstract
On the Thursday, December 1 edition of Infowars Nightly News, Aarron Dykes fills in for Alex. Aarron talks with Chris Maple and Paul Wittenberger about the pandemic of neurological diseases and their relationship to the food supply. Paul Wittenberger directed the film What in the World are They Spraying? about the truth behind chemtrails. Additional topics covered today: Alex runs the spot-on Ron Paul campaign video Newt Gingrich: Serial Hypocrisy about the crucial flip-flops of the man pushed as a possible GOP front-runner by the establishment. A new study revealing how the government has neglected to oversee the treatment of foster children with mind-altering pharmaceutical drugs. A secret globalist U.S.-Canada border deal that hides a plan to spread the use of GMO crops. The threat by a Chinese general to take the U.S. and China to war if the U.S. decides to attack Iran. The business of exploiting illegal immigrants to work as strippers in New York clubs. The Goldman trap â another rescue of the financial sector, this time in Europe, by the Federal Reserve. The passage today of a Senate bill that would subject American citizens to indefinite detention. And the increasingly dangerous nuclear situation in Japan as TEPCO underplays the threat of radiation escaping the containment building at the stricken Fukushima nuke plant.
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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.000 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.543 | 0.335 |
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".