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
Rich with detail and provocatively argued, this study of the development of property rights in the world's fisheries tells the story of one industry's evolution and provides a useful illustration of the forces that shape economic institutions. The emergence of exclusive individual rights of access in the fishing industry began after the revolution in the international law of the sea that took place in the 1970s, when the offshore area controlled by a nation for fish and other resources expanded from 3 miles to 200 miles. Rögnvaldur Hannesson compares the subsequent development of private property rights in the fisheries to the historic enclosures and clearances of common land in England and Scotland and finds many parallels, including bitter fights over access rights and the impossibility of accommodating all those who want to stake a claim. Overall benefit to society in the form of increased efficiency, he points out, does not mean that all benefit equally. After tracing the development of the law of the sea since the sixteenth century, Hannesson considers what form property rights in fisheries might take and examines the forces behind the establishment of exclusive use rights to fish. He argues that one form of exclusive use rights, individual transferable quotas (ITQs), best promotes efficiency in the use of fish resources. He presents case studies of ITQ development, ranging from successful establishment in Canada and New Zealand to failures in Chile and Norway to experiments with ITQs in Iceland and the United States. The development of economic institutions, he concludes, is an evolutionary process subject to contradictory influences.
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 | 0.000 | 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 | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.004 |
| 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