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
For all its proponents' claims of its necessity as a means of constraining judges, originalism is remarkably unpopular outside the United States. Recommended responses to judicial activism in other countries more typically take the form of minimalism or textualism. This Article considers why. Ifocus particular attention on the political and constitutional histories of Canada and Australia, nations that, like the United States, have well-established traditions of judicial enforcement of a written constitution, and that share with the United States a common law adjudicative norm, but whose political and legal cultures less readily assimilate judicial restraint to constitutional historicism. I offer six hypotheses as to the influences that sensitize our own culture to such historicism: the canonizing influence of time; the revolutionary character of American sovereignty; the rights revolution of the Warren and Burger Courts; the politicization of the judicial-nomination process in the United States; accommodation of an assimilative, as against a pluralist, ethos; and a relatively evangelical religious culture. These six hypotheses suggest, among other things, that originalist argument in the United States is a form of ethical argument and that the domestic debate over originalism should be understood in ethical terms.
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 | 0.000 | 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 | 0.001 |
| 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