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 focuses on Argentine car racing, and more specifically, the car racing class that from the 1930s through the early 1970s was the country’s most popular racing event, Turismo de Carretera (touring car racing or TC). For decades, TC drew thousands of fans on paved freeways, on closed speedways, and along rough-and-tumble dirt routes through cities, towns, and the countryside. In the performance, consumption, and narratives of TC, Argentines made U.S. car brands their own. American autos became Argentine. In part, this is an analysis of a culturally constructed hybridity, the Argentine-American car. But more than that, the paper argues that in the 1950s and 1960s, TC transformed quintessential U.S. brands and cultural markers into representations of Argentine daring and mechanical know-how. The central figures in that transformation were the legions of local mechanics who made American cars Argentine through their brilliance under the hood and sometimes, behind the wheel as well.
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 | 0.002 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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