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Record W4414766495 · doi:10.62913/engj.v62i4.1355

The Chevron Effect Further Demystified through the Lower Bound Theorem

2025· article· en· W4414766495 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueEngineering Journal · 2025
Typearticle
Languageen
FieldEngineering
TopicSeismic Performance and Analysis
Canadian institutionsNovelis (Canada)
Fundersnot available
KeywordsBraceTrussShear forceInternal forcesChevron (anatomy)Beam (structure)

Abstract

fetched live from OpenAlex

The transfer of brace forces at braced frame connections in V, inverted-V, and X brace configurations is discussed. Force transfer under these configurations considers both wide-flange (WF) and rectangular hollow structural sections (HSS) for the horizontal beam or strut. The analogous condition of truss web-to-chord connections using gusset plates is discussed. Analogies are expanded to address the condition of beam-to-column brace connections using a common gusset plate to receive the horizontal beam/strut and braces above and below the beam/strut. The potential to redistribute forces using the assumptions of the lower bound theorem is investigated. Additionally, the transposition of shear forces to axial forces in connections at X-brace configurations is illustrated. In conclusion, several methods can address the transfer of brace forces in gusset plate connections. Shear forces in the beam/strut, truss chord, or column members for the various conditions can be reduced by redistributing forces to properly proportioned gusset plates using the assumptions of the lower bound theorem. A reduction in shear forces in the primary members can effectively avoid localized member reinforcement, such as doubler plates or upsizing of members.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: Simulation or modeling
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.359
Threshold uncertainty score0.378

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.003
GPT teacher head0.202
Teacher spread0.199 · 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