H06-1605. Gazan, Harold S. (1936- ). Papers, ca. 1876-1991. 0.50 linear ft.
Bibliographic record
Abstract
Hope College class of 1959 and former Director of Audits, Investigation’s Licensing for the Michigan Department of Social Services and awarded the 1989 Michigan Public Servant of the Year by the Government Administrators Association. Collection contains awards, addresses and biographical information about him and his work. The collection also contains correspondence from Dr. John A. Otte to Jan Adrian Hendricks (1909) and information concerning the Jan Adrian Hendricks family; eight locally-made photographs (Marshall’s Gallery, Koller, E. J. O’Leary, B. P. Higgins/Higgins, A. M. Burgess, Boston Photo Company, and Brooks) of unknown people and children; and postcards from Grand Haven, Holland, Macatawa/Ottawa Beach, Saugatuck/Douglas, Waukazoo; Second Reformed Church of Zeeland, Michigan; Bethel Reformed Church of Harvey, Illinois; Bethany Reformed Church of St. Petersburg, Florida; Chapel at Camp Geneva, Holland, Michigan; Church Street looking South from Central Avenue, Zeeland, Michigan; Harbor Entrance, Ottawa Beach, Michigan; Macatawa Park by Night, Macatawa, Michigan; State Capitol Building at Lansing, Michigan; Ferry Memorial Reformed Church, Montague, Michigan; and photographs from Gazan’s family that include Fifth Reformed Church of Grand Rapids, Michigan, Men's Group (1921); Jan Adrian Hendricks teaching a Sunday school class for boys, 1894; Annville, Kentucky, Mission School for Appalachia, ca. 1940s; the Jacob De Koster family, 1876-1917; and the Marinus and Geertrui De Koeyer family, 1873-1942.
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 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.888 | 0.818 |
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".