Sacrificing the Salmon: A Legal History of the Decline of Columbia Basin Salmon (Full Text- Part 1 of 2)
Bibliographic record
Abstract
Salmon remain the cultural and economic soul of the Pacific Northwest, a species whose very life cycle largely defines the region. At the center of the salmon region lies the Columbia River, which once supported the world's largest salmon runs and which now is home to the world's largest interconnected hydroelectric system. These massive federal and non-federal dams have devasted Columbia Basin salmon runs, some of which are now exinct, others are on life-support. This book tells the story of the decline of the Columbia Basin salmon in the 20th century. But it begins earlier, with the signing of mid-19th century Indian treaties that promised the tribes the right of taking fish in return for ceding some 64 million acres of land to the onrushing United States. This treaty promise was actually the first in a series of promises that the salmon runs would be maintained. The book uses the promise metaphor to examine the state of salmon and surrounding legal and institutional environment over the last century-and-a-half. None of the promises have been fully kept. Among ensuing promises was a false hope that a region-wide commitment to salmon hatcheries could replace salmon habitat lost to development, especially hydroelectric development. Another promise was the 1980 Northwest Power Act's restoration program, which once envisioned doubling Columbia Basin salmon runs. Failure of that promise led to ongoing and largely unsuccessful efforts under the Endangered Species Act (ESA) to conserve the dwindling salmon runs. The book is especially critical of ESA implementation, maintaining that the listing of salmon under the statute has done much more to change ESA administration than the ESA has done to revive the salmon runs. Other promises the book examines concern the 1985 Pacific Salmon Treaty with Canada, hydroelectric licensing under the Federal Power Act, and water quality protection under the Clean Water Act. The book includes chapters on the judicial interpretation of Indian treaties, a history of dam building in the Northwest, the rise of ecosystem mangement planning, and the case for breaching four Lower Snake River dams. Concluding chapters examine the prospects for wild salmon runs in the 21st century and lessons from the decline of Columbia Basin salmon for other resources in other areas.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.010 | 0.004 |
| Scholarly communication | 0.007 | 0.004 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.003 | 0.006 |
| Insufficient payload (model declined to judge) | 0.017 | 0.002 |
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".