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
Several well-known scholars, including Clarence Karier, Walter Feinberg, and Eamonn Callan, have offered arguments suggesting that John Dewey was more politically conservative than is generally thought. Karier and Feinberg base their respective cases on Dewey’s involvement with Polish community during World War I, while Callan relies heavily on some remarks offered in one of Dewey’s later works, Ethics. In the following account, it is suggested that neither of these analyses withstands careful scrutiny. In the case of the Polish affair, Karier and Feinberg are not able to marshal sufficient evidence to condemn Dewey convincingly, and there is a significant quantity of counterevidence which indicates that Dewey’s intentions were benign. Callan’s case, though seemingly convincing, is undermined by the joint authorship of the Ethics and by information contained in Dewey’s correspondence. In conclusion, it is argued that the more popular understanding of Dewey as a left-liberal reformer is, in fact, correct.
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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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