Bibliographic record
Abstract
This paper is the first in a series. The series will compare development in Interior Design/Interior Architecture in two commonwealth countries- Australia and Canada. These countries are of a similar population, size, language, mother country and age in terms of western development. The countries therefore share, in terms of design development, some of the same opportunities and barriers.Little documented research exists concerning the recent developments in Interior Architecture in Australia and Canada. Thus this paper was written to provide an anecdotal overview of the profession in the two countries over the period described. It is acknowledged that this is by no means an exhaustive piece of research of this period, but rather an overview and starting point for more in- depth research. This paper is the second in a series of comparative studies between education and practice in Interior Design/Interior Architecture between Canada and Australia. This paper discusses the similarities in the educational structure at universities within Australia and between Australia and Canada causing concern as we find ourselves in a global competitive market place. It is paramount that interior design education directs industry, and not be dictated by short-term industry demands. For this to occur, national educational bodies need to examine their existing programs in respect to one another, develop a distinctive approach in what they teach, and develop better communications with industry in order to ensure the sharing of valuable knowledge gained through project work. This paper is written to provide an anecdotal overview of the professional education in these two countries over the past twenty years.
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.
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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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".