The Challenges of Integrating Tourism into Canadian and Australian Coastal Zone and Management
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
This article discusses the challenges of integrating tourism into Canadian and Australian coastal zone management. Comparisons are drawn between coastal and marine tourism resources in Australia and Canada. The resources considered include the cruise ship industry, recreational boating, fishing, sea kayaking, SCUBA diving and marine wildlife tourism. \nIn the introduction, some of the problems of definition and data are addressed. Tourism is described as an industry, but unlike many traditional industries, the tourism arena consists of a myriad of players and sectors. After the comparison of tourism resources in both countries, the power and politics associated with managing user conflicts in marine areas in British Columbia and Australia are discussed. The third part of the article looks at the challenges of environmental management for coastal and marine tourism; specifically, the article focuses on issues arising from the creation of marine protected areas and the development of sustainable whale watching operations. The authors conclude with two case studies, the cruise industry in Pacific Canada and the recreational fishing industry in Australia.
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 | 0.003 | 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 | 0.002 | 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 it