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Record W7036577591

A Brief history of the National Buildings Code of Canada

2003· article· en· W7036577591 on OpenAlexvenueaboutno aff

Bibliographic record

VenueNPARC · 2003
Typearticle
Languageen
FieldEngineering
TopicConstruction Engineering and Safety
Canadian institutionsnot available
Fundersnot available
KeywordsCode (set theory)Building codeVariety (cybernetics)Work (physics)State (computer science)Task (project management)Code of practice
DOInot available

Abstract

fetched live from OpenAlex

The first National Building Code was published in 1941, in time to prove its worth in the bulk of Canada's wartime building program. The new code set out the state of the art building science and engineering knowledge, and received considerable international attention during and after the war. It proved its worth in the design and construction of a great variety of building types across the land.The success of the National Building Code was noted by the federal government, and with the encouragement of General McNaughton, Commander-in-Chief of the Canadian Armed Forces, NRC was persuaded to accept the task of maintaining and updating the new regulatory instrument. General McNaughton was actively involved in planning the post-war reconstruction programs in Europe and had observed that those countries that had the best chance of recovering from the destruction were those that had a strong construction industry and an effective building code. To support the work on the National Building Code, NRC agreed to create a new research group, the Division of Building Research.

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 imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.093
Threshold uncertainty score0.675

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.008
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0090.019
Science and technology studies0.0120.003
Scholarly communication0.0090.003
Open science0.0020.002
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0470.013

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.

Opus teacher head0.006
GPT teacher head0.159
Teacher spread0.152 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

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".

Quick stats

Citations4
Published2003
Admission routes2
Has abstractyes

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