Precision Targets: GPS and the Militarization of Everyday Life
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This article explores the militarization of everyday life through the emergence of a dual-use technology, the Global Positioning System (GPS), in the 1990s and first decade of the twenty-first century. It was launched in April 2010 as a Web-based multimedia piece funded by a Digital Innovation Fellowship from the American Council of Learned Societies. During the fellowship year and for several years afterward, author Caren Kaplan worked with programmer/designer Erik Loyer to produce a piece that would address the multiple social and political valences of GPS in a graphically dramatic but academically substantial manner. Ezra Claytan Daniels provided the artwork that illustrates Erik Loyer’s innovative digital “cube” design. Loyer and Kaplan developed the six storylines for the piece, and Kaplan wrote the text (see www.precisiontargets.com).
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.
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 | 0.001 | 0.001 |
| 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 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it