America Has Fallen: Critical Race Theory & Low-Intensity Conflict
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
This article aims to enlighten the business community on socio-political theory, specifically Critical Theory (CT) and Critical Race Theory (CRT), which evolved from Marxist principles. While CT focuses on economics, CRT applies a Marxist lens to race, gender, and intersectionality. The research discussion transitions from theory to application of Low Intensity Conflict (LIC) as defined by U.S. military doctrine. LIC Phase 1 involves organizing, educating, and infiltrating government; Phase 2 includes initiating low level violence and propaganda, expanding to insurrection and guerrilla attacks, and consolidating power through increased attacks and political activities. With Phases 1 and 2 completed, Phase 3 was initiated with an attempted assassination of former President Trump, and is exacerbated by unchecked immigration of military-aged men and fentanyl proliferation. This study advocates for counter-insurgency measures and emphasizes the urgent need for politicians to uphold their constitutional oaths and safeguard the nation.
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 | 0.004 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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