Bibliographic record
Abstract
Reviews of General Leonidas Polk, C. S. A., The Fighting Bishop. By Joseph H. Parks. (Baton Rouge: Louisiana State University Press, 1962. x, 408 pp. Illustrations, maps, notes, critical essay on authorities, index. $7.50.); Josephus Daniels Says: An Editor’s Political Odyssey From Bryan to Wilson to FDR, 1894-1913. By Joseph L. Morrison. (Chapel Hill: University of North Carolina Press, 1962. x, 281 pp. Notes, bibliography, index. $7.50.); Boss Cermak of Chicago: A Study of Political Leadership. By Alex Gottfried. (Seattle: University of Washington Press, 1962. xiii, 459 pp. Index. $6.50.); The South and the Southerner. By Ralph McGill. (Boston: Atlantic-Little, Brown & Co., 1963. 307 pp. $5.00.); Folklore Keeps the Past Alive. By Arthur Palmer Hudson. (Athens: University of Georgia Press, 1962. viii, 63 pp. $2.50.); Race and Reason; A Yankee View. By Carleton Putnam. (Washington: Public Affairs Press, 1961. viii, 125 pp. Index. $3.25); Guide to Federal Archives Relating to the Civil War. By Kenneth W. Munden and Henry Putney Beers. (Washington: The National Archives, 1962. x, 721 pp. Appendix, Index. $3.00.)
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 | 0.003 | 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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.094 | 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".