H88-0077. Huntley, James (1845-1899). Papers, n.d. 1 folder.
Bibliographic record
Abstract
Unknown manuscript from a Hope College student concerning the life and contributions James Huntley made to Holland, Michigan’s, architecture. Native of England, he emigrated to the United States and eventually Holland, just prior to the 1871 fire. His commercial interests included ownership of a sash, blind, and door factory at the corner of River and 10th Streets (burned in 1876) and later a planing mill on the same spot, and the Ottawa Furniture Company. Residences he built include the homes of J. C. Post, H. Boone, D. Beardsly, G. Hummer, G. Kanter, John A. Cappon, and A. Verschure. Commercial buildings include the First State Bank, Number One Fire Engine House, West Michigan Furniture Company, J & A Van Putten Company, and the castle at Castle Park. Churches he built include the original First Reformed Church and Hope Church. HopeCollegecampus buildings include the President’s House and Graves Hall. (H)
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.566 | 0.377 |
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 source (direct Gemma or distilled Codex), 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".