Analysis of the Solar Radiation Distribution and Passive Thermal Response of an Attached Solarium/Greenhouse
Why this work is in the frame
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Bibliographic record
Abstract
This paper presents a detailed model for the distribution of solar radiation and the transient thermal response of a solarium/greenhouse.The objective is to optimize the geometrical configuration to obtain the highest air temperature inside the solarium for the coldest period in Montreal (latitude of 45 N).In this study, a combination of ray tracing and radiosity methods are used to calculate the solar radiation absorbed by interior surfaces.Then a detailed transient thermal analysis using heat balance method is performed to simulate the passive thermal response of the solarium/greenhouse.Solar radiation absorbed by interior surfaces and inside air temperatures for various roof tilt angles and interior surfaces absorptances are presented.Although a solarium design with a roof slope of 65does not always absorb the maximum solar radiation, this configuration experiences the highest minimum and maximum indoor air temperatures.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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