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Record W7020687920

Mass change, petrography and damage ratings of bars at the completion of the concrete microbar test

2004· article· en· W7020687920 on OpenAlexvenueno aff

Bibliographic record

VenueNPARC · 2004
Typearticle
Languageen
FieldEngineering
TopicInnovative concrete reinforcement materials
Canadian institutionsnot available
Fundersnot available
KeywordsPetrographyQuartzCrackingMass concreteRock mass classificationCementMicrocrystalline
DOInot available

Abstract

fetched live from OpenAlex

During the course of the concrete microbar test the mass changes of the bars were measured at the same time as the lengths. The mass changes of the bars are characteristic of the petrography of the aggregates. Microbars made with 'inert' alumina grinding balls showed continuous mass gain for 50 days, but virtually no expansion. In contrast, microbars containing 50% opal and a non-reactive dolostone exhibited mass loss for about 10 days that was proportional to expansion. Thereafter, the mass loss leveled off. The gel formed by the reaction migrated into the NaOH solution where it precipitated. The greywackes and sandstones, in which microcrystalline quartz is the reactive component, exhibited a mass gain of about 0.4% in the first 8 days followed my mass loss. Only one unaltered volcanic rock, an andesite, was evaluated. It showed mass gain for 15 days but thereafter showed no significant change. Cristobalite is the main reactive component in the andesite. The mass change graphs of the gravels reflected the composition of the major component of the gravel. The damage rating indices (DRI's) were determined at the end of the tests. All the microbars showed extensive fine cracking, without gel, in the cement paste. This pattern of cracking is quite different from that observed in concrete prisms or in cores from field concretes. No correlation was found between the microcrystalline quartz content of many aggregates and expansion in the microbar test. The lack of correlation between expansion in the concrete prism and concrete microbar tests raises serious concerns about the advisability of using the results of the microbar test to evaluate the potential expansivity of aggregates for use in concrete without first confirming the results in a concrete prism test.

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)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.003
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.001

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 head0.012
GPT teacher head0.197
Teacher spread0.185 · 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 designBench or experimental
Domainnot available
GenreEmpirical

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
Published2004
Admission routes1
Has abstractyes

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