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Record W7127706859 · doi:10.18280/acsm.490606

Behavior and Flexural Strength of Composite Steel-Reactive Powder Concrete Decks

2025· article· W7127706859 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.

venuePublished in a venue whose home country is Canada.
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

VenueAnnales de Chimie Science des Matériaux · 2025
Typearticle
Language
FieldEngineering
TopicConcrete Properties and Behavior
Canadian institutionsnot available
Fundersnot available
KeywordsComposite numberFlexural strengthCompression (physics)Compressive strengthDeformation (meteorology)

Abstract

fetched live from OpenAlex

The performance of composite structures employing reactive powder concrete (RPC) has received limited attention.The special components of RPC may affect interface response, crack distribution, and shear transfer mechanisms.The current study investigates the experimental behavior of simply supported composite decks that consisted of steel sections and RPC under axial loading.The influence of parameters such as the thickness of the concrete deck, the number of studs, and the contribution of thread bolts and angle sections as shear connectors was investigated.It was found that the value of the ultimate load increases as the thickness of the RPC deck increases.On the other hand, a reduction in the relative end slip was noticed with the increase of deck thickness.The contribution of increasing the number of studs in enhancing the behavior of composite structures was clear.Moreover, using an insufficient number of shear connectors caused the development of longitudinal cracks along the top surface of the deck.Results showed that employing transversal channels as shear connectors had a positive impact on reducing end slip and preventing longitudinal cracks.On the other hand, using threaded bolts may cause local slip around the bolts.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
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 score0.325
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.003
Scholarly communication0.0000.001
Open science0.0010.001
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 head0.026
GPT teacher head0.276
Teacher spread0.250 · 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