80 “Minutes away, worlds apart”: The changing imagination of the Boston Harbor Islands
Bibliographic record
Abstract
The Boston Harbor Islands are a historically urban archipelago. Since its founding in 1630, the city of Boston has embedded them firmly in its urban infrastructure. The islands have served as sources of wood and building stone, common pastures, sites of harbor defenses and lighthouses, and as ‘dumping grounds’ for materials, businesses, and institutions undesirable in the city proper. In the middle third of the twentieth century, however, Bostonians imagined their city’s harbor islands in a new way: one that has obscured most of their long human history and has cast them in the role of a natural landscape fundamentally different from the city. This changing perception resulted in the islands recently becoming places reserved almost exclusively for conservation and recreation. This article explores the way in which a certain kind of island narrative that frames islands as isolated, extraordinary places of mystery and adventure came to dominate the imagination of Boston’s previously mundane urban islands.
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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 | 0.001 | 0.001 |
| 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 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".