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Freezing-test methods for masonry products in Russia, the EU, the USA and Canada

2025· article· en· W4415146577 on OpenAlexaboutno aff
O. I. Ponomarev, I.V. BESSONOV, A.Yu. Dozorova, E. A. Pavlova

Bibliographic record

VenueStroitel nye Materialy · 2025
Typearticle
Languageen
FieldEngineering
TopicConcrete and Cement Materials Research
Canadian institutionsnot available
Fundersnot available
KeywordsMasonryFrost (temperature)Joint (building)Resistance (ecology)Frost heavingBlock (permutation group theory)

Abstract

fetched live from OpenAlex

The article analyzes the methods of testing for frost resistance of brick, stone, block in Russia, European countries, as well as in the USA and Canada. It is noted that in Russia and in European countries there is an incorrect assessment of the frost resistance of masonry wall products tested by the method of volumetric freezing and the method of unilateral freezing. The article also states that in the USA and Canada, a different method is used to determine the frost resistance of masonry products. The main purpose of the article is to point out to consumers: designers, builders, individual developers, the need to take into account the methods of determining their frost resistance when using masonry products. It is also necessary to review the frost resistance control of ceramic and silicate masonry products, as well as to amend the joint venture for the design of stone and reinforced stone structures in terms of designating the frost resistance of various types of masonry products. As an example, a table from the joint venture on the design of reinforced concrete structures is given, in which various designations are indicated for different types of concrete, which correspond to different test methods.

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)0.002
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: none
GenreCandidate signal: Methods · Consensus signal: none
Teacher disagreement score0.483
Threshold uncertainty score0.971

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0050.004
Science and technology studies0.0020.001
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.001

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 head0.015
GPT teacher head0.289
Teacher spread0.274 · 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
GenreMethods

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

Citations0
Published2025
Admission routes1
Has abstractyes

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