Design patterns for an urban waterfront--a case study : designing the sea-walk of West Vancouver
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
The paper consists of five steps. The first step is to study and explore theories of order, time image, and meaning of place. A hypothetical equation is proposed which defines a place as having three basic components: time, order and meaning. Special attention is paid to the time image of a place through the thesis. The second step is to organize the theories as a set of systematic design ideas. Twelve design categories are further introduced, which include Rhythm, Season, Celebration, Layer, Future, Sequence, Derelict, Night, Center, Boundary, and Sacred Places. The third step is to generate a set of patterns for the waterfront design under twelve design topics. Pattern is a bridge between principle and design. The conversion of a design idea into a design pattern can be seen as a procedure to test the validity of design ideas. The fourth step is to apply the design patterns to a specific site on the West Vancouver Waterfront. In a sense, the application of the patterns is an experiment, aimed at testing the patterns, hence the whole thesis as a hypothesis. The final step is to review and evaluate the thesis and the project.
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 | 0.000 |
| 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