Democratizing LGBTQ History Online: Digitizing Public History in “U.S. Homophile Internationalism”
Bibliographic record
Abstract
This article argues that the online archive and exhibit "U.S. Homophile Internationalism" effectively contributes to the democratizing effects that digital archives and online initiatives are having on the practice of history. "U.S. Homophile Internationalism" is an online archive of over 800 digitized articles, letters, advertisements, and other materials from the U.S. homophile press that reference six non-U.S. regions of the world. It also provides visitors with introductory regional essays, annotated bibliographies, and an interactive map feature. This essay weaves "U.S. Homophile Internationalism" into the debates in community-run LGBTQ archives regarding the digitization of archival materials and the possibilities presented by digital public history. In doing so, it outlines the structure and content of "U.S. Homophile Internationalism," highlighting how it increases the public accessibility of primary sources, encourages historical research on regions of the world that have not been adequately represented in LGBTQ history writing, and creates interactive components to support public engagements with the Web site.
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 | 0.000 | 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 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".