Bibliographic record
Abstract
Reflections from the lone traveller, for whom a highway was never the intended destination Walking the Bypass recounts Ken Wilson’s singular experience of walking alongside the decidedly pedestrian-unfriendly Regina Bypass, all while situating the highway within the ongoing history of settler colonialism in southern Saskatchewan. Through a series of ambitious and unconventional walks, Wilson sets out to understand the arrival and significance of the new (and politically contentious) highway encircling Saskatchewan’s capital as well as the Global Transportation Hub, a sprawling warehouse park the Bypass was intended to serve. He offers a new perspective on these heavily travelled yet untrodden spaces in a region dominated by industrial agriculture and high-speed transportation. Reflecting on the profound transformations to the land since the arrival of settlers in the 1880s, he wonders whether it’s possible to form a connection with the land through walking—even on the gravelly edge of the freeway. In vivid and sincere prose that captures the thoughts of a man trudging along the roadside, Walking the Bypass explores how walking can transform non-places into places and enable settlers to forge a relationship with the land around them.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.020 | 0.010 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.012 | 0.003 |
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".