Field Measurements of Lab-scale Bio Climatic House
Why this work is in the frame
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Bibliographic record
Abstract
This paper aims to present the field measurement of a lab-scale bio-climatic house. The bio-climatic house with volume of 25 m3 was designed for maximizing natural ventilation, heat gain reduction, and daylighting. It was installed at the top of the School of Energy Environment and Materials building. It was tested in order to investigate the thermal performance. It consists of two configurations of solar chimney(SC) namely, roof solar collector (RSC) which composed of CPAC monier roof tiles on the topper part, 14 cm of air gap in the middle and gypsum board at the lower part, and the modified Trombe wall (MTW)which composed of a masonry wall at external layer, 14 cm of air gap in the middle and gypsum board at the interior layer. The roof tile is designed using partly transparent tiles for vertical daylight exploitation. The filed measurements were carried out on October 2012 to February 2013. The results of filed measurements lead to understand the behaviour of air flow and circulation inside the bio- climate house and to ensure that the bio-climate house design and construction can approach to comfort zone for resident and can save energy from using air conditioning and lighting system.
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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