Housing in an Example of Low - Rise Residential Structure in Debar Maalo, Skopje
Bibliographic record
Abstract
From city quarter with urban villas, yard houses and pittoresque ambient values, Debar Maalo in Skopje in recent time, is turning into a construction site of the intense rise of the building mass and filling in on every potential void, where the typology of multifamily residential buildings is dominant. But, can it be different? The marginalized forms of single-family housing, once a dominant lifestyle in Debar Maalo, single family yard houses, houses with ground contact are the remains of a passed image of this city quarter that should be the referent milieu of this research. This typology of a low-rise residential structure, should represent the renovation tactics of the the single-family dwelling in this part of the city of Skopje. The creation process of the new urban landscape of housing with characteristics of a dense and low-rise structure will be through the forward two stages: analysis and design. The location of interest will be analysed through architectural project of a housing block with the typology of a low-rise housing structure that should provide high urban density of 120 houses per hectare. The suggested typology of the housing structure should provide housing that will meet the new lifestyles and will achieve diversity of the houses according to their size, structure, and comfort. This thesis should refer to the idea of rethinking and reminiscing on the elementary architectural city image, low rise housing structure typology as a building type at the level of the morphology of the city of Skopje.
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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 | 0.000 |
| 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 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".