MétaCan
Menu
Back to cohort
Record W4302508049 · doi:10.1520/stp1583-eb

Durability of Building and Construction Sealants and Adhesives: 5th Volume

2014· book· en· W4302508049 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

Venuenot available
Typebook
Languageen
FieldEngineering
TopicStructural Analysis of Composite Materials
Canadian institutionsnot available
Fundersnot available
KeywordsDurabilityVolume (thermodynamics)AdhesiveComposite materialMaterials sciencePhysics

Abstract

fetched live from OpenAlex

Description These 17 papers were presented on June 25 and 26, 2014 at the Sheraton Hotel in Toronto Canada after the regular ASTM C24 meeting. The theme of this symposium was largely inspired by a comment made by a member: “Who cares about durability?” The volume of construction sealants compared to the volume of common construction materials on a major project is extremely small, however the building does not perform properly without sealants. Thus, the short answer to aforementioned question is: everyone should care. The durability of a building is directly related to that building’s sealants. ASTM C24 has global influence on standards for building sealants used in commercial and multi-use buildings. ASTM C24 committee holds the US Technical Action Group (TAG) to ISO TC 59/SC 8 Building Sealants of which both editors are active participants. Developing and developed countries look to the building sealant standards written by the ASTM and ISO groups to accept as their own standards or make modifications from them. This book is the fifth volume concentrating on building sealant durability on an international platform. With the collaboration and dedication of the members of C24 who write and maintain standards, the owners and architects responsible for the world’s iconic structures can be confident of the liquid applied sealant materials that make their buildings safe and comfortable.

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.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.403
Threshold uncertainty score0.793

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.005
GPT teacher head0.198
Teacher spread0.193 · 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