Island identity in an age of ecology: rural land use and a lodge on Carmelo Point, Gambier Island, British Columbia
Bibliographic record
Abstract
The thesis is intended to provide an alternative model for rural land use planning and environmental management. The project addresses the issue of settlement and development of sixteen hectares on Carmelo Point, Gambier Island. . The intent of the design is to initiate the development of the site within the determined development areas and to provide specific examples of integrating passive ecological technologies. Furthermore, the proposed development is to utilize the natural renewable energy systems while mamtaining the site's natural character and balance. The design program for the thesis is centred in and around a commons and is comprised of a lodge for cohabitation. The lodge is to include seven private chambers which share facilities in common. These facilities are the dining hall, sun rooms, washrooms, and the kitchen. The lodge is to incorporate a post and beam structure supporting a roof, which is used to catch and harvest rainwater. Additionally, the roof is designed to promote a stacking effect within the interior space. Once the harvested rainwater has been filtered and used, it is then treated via a garden solar aquatic septic system. The lodge is recognized as an initial incremental step in developing the site for human settlement. This project is intended as a prototypical ecologically sensitive intervention in a rural landscape which is experiencing development pressures due to its proximity to the Vancouver metropolitan area.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.013 | 0.002 |
| Scholarly communication | 0.003 | 0.000 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 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 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".