Transboundary protected areas : the viability of regional conservation strategies
Bibliographic record
Abstract
* Foreword * Acknowledgments * INTRODUCTION * The Goals and Challenges of the March 30-31, 2001 Yale ISTF Conference Entitled: Protected Areas: The Viability of Regional Conservation * KEYNOTE * Self-Management as the Goal of Regional Conservation Strategies * OVERVIEW PAPERS * Imposing Transboundary Conservation: Cooperation Between Internationally Adjoining Protected Areas * Conservation from Above: An Anthropological Perspective on Transboundary Protected Areas and Ecoregional Planning * Protected Area Management in the Tropics: Can We Learn from Experience? * Planning Protected Areas Across Boundaries: New Paradigms and Old Ghosts * SITE SPECIFIC PAPERS * Responding to the Idea of Transboundary Conservation: An Overview of Public Reaction to the Yellowstone to Yukon (Y2Y) Conservation Initiative * Transfrontier Conservation Areas (TFCAs) in Southern Africa: Their Role in Conserving Biodiversity, Socioeconomic Development and Promoting a Culture of Peace * Overcoming Barriers: Conservation and Development in the Maloti-Drakensberg Mountains of Southern Africa * Same Forest, Different Countries: Cultural Dimensions of Protected Area Management in Southeastern Venezuela and Western Guyana * Regional Conservation in the Virunga-Bwindi Region: The Impact of Transfrontier Collaboration Through the Experiences of the International Gorilla Conservation Programme * Transboundary Biodiversity Conservation Initiative: An Example from Nepal * ABSTRACTS * Corbett International: Answering the Challenge for a US-Based International Conservation Non-Profit Organization * Transboundary Natural Resources Management (TBNRM): Conservationists' Dreams or Solid Means to Achieve Real Benefits for Real People * Village Republics and Venture Capitalists: Strange Bedfellows in Zimbabwe-Mozambique Transborder Conservation * Science and Politics in International Natural Resource Management: Case of the Chimanimani Transfrontier Conservation Area * SYNTHESIS * A Synthesis of the March 2001 Conference on the Viability of Transboundary Protected Areas at the Yale School of Forestry and Environmental Studies * Acronyms * Roster of Speakers and Presenters * Index * Reference Notes Included
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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 | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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".