The watermills of Prince Edward Island, Canada and Gotland Island,\nSweden: An historical survey
Bibliographic record
Abstract
This thesis reviews the development and use of watermills from antiquity to the\npresent, including the economic, environmental and social significance of milling\nduring this time. More specifically, it explores the rise and fall of water-powered\ntechnology on two small islands with quite different water resources: Prince Edward\nIsland off the East Coast of Canada, and the Baltic island of Gotland, Sweden.\nBoth islands were once home to hundreds of watermills, yet today waterpower has\nvanished entirely from the landscape of Prince Edward Island. Gotland, on the other\nhand, honors the watermill in several regional museums, and one mill site has been\nrefurbished as an electric generating station. Although the community watermill may\nhave been relegated to the pages of history, it is possible that waterpower still has a\nrole to play in the sustainable energy landscape of both of these 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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| 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".