9/11 Education Policy: Is the Twenty-First Century’s “Day of Infamy” Adequately Taught in Modern Classrooms?
Bibliographic record
Abstract
The American education system is plagued by a growing number of problems, one of them being the lack of attention given to teaching civics, history and government. The United States has transformed in less than a quarter of the new millennium, due in great part to the terrorist attacks of September 11, 2001. Despite this, the subject is not adequately covered by the public school system. This is evident when analyzing the curricula and state standards taken as a sample from five regions of the U.S., as well as textbooks published by the three companies that make up the majority of the education material market. While policy may direct teachers to mention 9/11 in some way, it is by no means sufficient enough for students to truly understand the vast repercussions of the events of that day. The analyzed curricula and textbooks are biased, brief, confusing, and overall inadequate for a generation defining event of that magnitude.
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".