Bibliographic record
Abstract
The misconception that “exceptionalism” means American superiority stems from how Republicans turned this longstanding concept into a rhetorical weapon against Obama by accusing him of unpatriotically lacking faith in “American exceptionalism” given his “socialist” and “un-American” agenda. These accusations paralleled conspiracy theories claiming that Obama is not really American due to his fake U.S. birth certificate and Islamism. Meanwhile, intense polarization became a major dimension of American exceptionalism’s true meaning. The huge rift between conservatives and liberals under George W. Bush worsened under Obama. It may grow worse following the Clinton-Trump presidential election. Intriguingly, America and other Western nations are moving apart and closer at the same time. While liberal America is mainly evolving in the same direction as the rest of the West, conservative America is an outlier in light of its peculiar ideology, including profound anti-intellectualism, anti-governmentalism, and Christian fundamentalism. Liberal America’s worldview is not simply different from the worldview in conservative America, but also closer to the dominant worldview elsewhere in the West: Europe, Canada, Australia, and New Zealand. Tellingly, universal health care is broadly supported by both liberals and conservatives in all Western nations except America, where Republicans relentlessly denounce the evils of “socialized medicine.”
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.010 | 0.008 |
| Scholarly communication | 0.012 | 0.012 |
| Open science | 0.001 | 0.011 |
| Research integrity | 0.002 | 0.006 |
| Insufficient payload (model declined to judge) | 0.046 | 0.008 |
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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".