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
What did the Constitution mean at the time it was adopted? How should we interpret today the words used by the Founding Fathers? In ORIGINALISM: A QUARTER-CENTURY OF DEBATE, these questions are explained and dissected by the very people who continue to shape the legal structure of our country. Inside you'll find: *A foreword by Justice Antonin Scalia and speeches by former attorney general Edwin Meese III, Justice William Brennan, Judge Robert H. Bork, and President Ronald Reagan *Transcripts from panel discussions and debates engaging some of the brightest legal minds of our time in frank, open discussions about the original meaning of the Constitution of the United States and its impact on the rule of law in our country *A debate on the original meaning of the Commerce, Spending, and Necessary and Proper Clauses *Concluding thoughts by Theodore Olson, forty-second solicitor general of the United States and a fellow at both the American College of Trial Lawyers and the American Academy of Appellate Lawyers. ORIGINALISM: A QUARTER-CENTURY OF DEBATE is a lively and fascinating discussion of an issue that has occupied the greatest legal minds in America, and one that continues to elicit strong reactions from both those who support and those who oppose the rule of law. Steven G. Calabresi, co-founder of the Federalist Society and professor of law at Northwestern University School of Law, has compiled an impressive collection of speeches, panel discussions, and debates from some of the greatest and most prominent legal experts of the last twenty-five years.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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 it