Bibliographic record
Abstract
In February of 2000, Stanley Cavell came to Amherst College to present two public lectures as the John C. McCloy ’16 Professor of American Institutions. (I had nominated him for the lectureship the previous year, and he had been approved by a College committee and the president of the College at the time, Tom Gerety, who was himself a legal philosopher.)
 It was a big deal. In the fall, the lecturer had been Ronald Dworkin. Others who had lectured through these early years of the lecture included such luminaries as Martha Nussbaum and George Kateb. (The first McCloy lecturer had been Fred Korematsu, who had unsuccessfully sued the U.S. government during World War II to end the Japanese internment program. Korematsu’s invitation had been a sort of historical reparation, since John McCloy, for whom the professorship had been named, had directed the internment camp program for FDR, famously saying, when asked about its constitutionality, “Compared to my country, the Constitution is just a piece of paper.”)
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 | 0.001 | 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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 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".