Hollis Jeffcoat Volume 2 Catalog (Zenodo Edition): Periodical Sources 2000–2024
Bibliographic record
Abstract
Volume 2 of the Hollis Jeffcoat Documentation Archive: a catalogue of 145 newspaper and magazine sources documenting the American painter Hollis Jeffcoat (1952–2018) from 2000 through 2024. Sources were retrieved from Newspapers.com, the Sanibel Public Library's DigiFind-It digital archive, the University of Florida Digital Newspaper Library (UFLib), Bibliothèque et Archives nationales du Québec (BAnQ), Issuu, MagCloud, La Presse+, and direct publisher websites. The volume covers regional Florida press, Naples-area periodicals, French and Quebec art and general press, and Spanish-language coverage, from the artist's mature Sanibel residency, late career, and posthumous memorial period. Each source card includes a full bibliographic block, cite flag (✅ Clean / ⚠ Incomplete), and Article use note describing the source's role in the Hollis Jeffcoat Wikipedia article and biographical research. The catalogue pairs with the Volume 2 Archive, which contains the full editorial record.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.016 | 0.023 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.432 | 0.276 |
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".