Etude de l'inertie thermique de parois : Cas des murs typiques de maisons d’habitation de Madagascar
Bibliographic record
Abstract
This manuscript deals with the characterization of the dynamic thermal behavior of building components and is part of the thermal comfort of the home. The aim is to determine the thermal inertia of the earth-based walls of the typical constructions of Madagascar. The study is based on two methods of characterization. The first is done according to the procedures defined by the international standard ISO 13786. The second one consists in an in-situ characterization on cells of realized measurements. A comparison of the results given by the two methods is also performed. The dynamic thermal characteristics obtained make it possible to compare the performances of the different types of walls, envelope of a building, as for the thermal comfort that it provides. Earth walls, whether brick or not, are undertaken during our investigation.Based on the two approach methods, the results of the study found that the thickness of the wall has a significant effect on the decrement factor and the time lag of the propagation of the daily variation of temperature.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), 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".