Adaptation Guidelines for the National Energy Code of Canada for Buildings, 2011
Bibliographic record
Abstract
The content of the National Energy Code for Buildings 2011 (NECB) was approved by the Canadian Commission on Building and Fire Codes (CCBFC) at its April 2011 meeting. During the development of the material, some jurisdictions commented that they had specific policy directives regarding energy efficiency in buildings that they needed to address. It was agreed that a document would be developed to provide guidance on how the NECB 2011 can be modified to address those directives. As a result, this document was developed by a Joint Task Group of the CCBFC and the Provincial/Territorial PolicyAdvisory Committee on Codes (PTPACC). The document is targeted to the Provinces and Territories, however it can also be used as a reference document by designers and owners in order to see the effects of varying certain components. It must be remembered that no section of the document can stand alone and therefore the document must be used in its entirety.
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.
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 | 0.008 | 0.025 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.008 | 0.012 |
| Science and technology studies | 0.006 | 0.002 |
| Scholarly communication | 0.008 | 0.003 |
| Open science | 0.004 | 0.002 |
| Research integrity | 0.004 | 0.006 |
| Insufficient payload (model declined to judge) | 0.038 | 0.022 |
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".