Post-Occupancy Evaluation on the selected Government’s Double Storey Terrace Housing Units in Putrajaya, Malaysia.
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
With the stages completion of the office buildings at the Government Office Precincts, staff have been relocating themselves from the previous office complex in Kuala Lumpur to Putrajaya and tend to let themselves as full time Putrajaya residents. Thus, with the careful planning of having sufficient housing units to cater the influx Government staff, Precinct 9 is among the few pioneer sections of Putrajaya’s new Malaysia Federal Government Administrative Center to reside such an important administrators of the nations. Specially designed high rise apartment and link houses been formulated to cater the need of the Government staff with the millennium concept of garden city’s ‘live-work’ environment. The completion of the terrace double storey garden houses with the nation’s first fenceless housing concept create a unique identity to this new millennium planned community. The study will just simply to study the impact of the designed houses that can be as a model where we think that the initiative of the Malaysian Federal Government in creating the new concept of borderless housing with such a high class accommodation just to cater their Government servants.
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) | 0.001 | 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