Judith VanKleef Interview, 23 May 2013
Bibliographic record
Abstract
Born and raised in the Bronx, Judith VanKleef attended college at the University of Wisconsin. She moved to Cleveland's West Side in 1950 and then to Cleveland Heights in 1964. She discusses the shifting color line on Cleveland's East Side in the 1950s-60s and the impact of blockbusting on neighborhoods including her own. She details a blockbusting campaign in the Grant Deming's Forest Hill neighborhood in about 1967 or 1968 that catalyzed the reconstitution of a long defunct block club to try to stabilize East Overlook Road. VanKleef also discusses the Heights Community Congress, Cleveland Heights businesses, the origins of the "Nuclear Free Zone" signs at the entrances to Cleveland Heights, and the changing nature of community issues in the Heights in recent years, including the Coventry Street Fair incident in 2011.
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 | 0.001 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.011 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.005 | 0.008 |
| Insufficient payload (model declined to judge) | 0.068 | 0.014 |
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".