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Influence of the iron additive on the microstructural behavior of an aluminum-copper foundry alloy B206

2023· article· en· W4386995067 on OpenAlex
Rassim Younes, M. Bournane, Abdelhakim Idir, Issam Bouklouche, Mohand Amokrane Bradai, Abdelhamid Sadeddine

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

VenueIndustrial laboratory Diagnostics of materials · 2023
Typearticle
Languageen
FieldEngineering
TopicAluminum Alloy Microstructure Properties
Canadian institutionsUniversité du Québec à Chicoutimi
Fundersnot available
KeywordsAlloyMaterials scienceAluminiumFoundryMetallurgyPrecipitation hardeningHardening (computing)Work hardeningCopperWork (physics)Structural materialSiliconMicrostructureComposite materialThermodynamics

Abstract

fetched live from OpenAlex

Although used and studied since the beginning of the century, the mechanical properties of aluminum-based structural hardening alloys still conceal some secrets that metallurgists are trying to uncover. In this work we are interested in aluminum alloys and more particularly in an Al-Cu alloy. The main objective of this work was to study the influence of structural hardening heat treatments on the evolution of the mechanical and structural properties of B206 alloys. For that, we used several experimental methods adapted to this kind of scientific work. We quote essentially: the thermal treatments of setting in hardening, as well as measurements of the hardness. The analysis of the experimental results obtained by these methods allowed us to explain and to affirm that Al-Cu alloys do not give appreciable structural hardening; because of the difficulty of diffusion of iron and silicon which influences the treatment and brought in a general way to the precipitation of the phase β; plays an important role in the evolution of the mechanical characteristics of Al-Cu alloys.

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)0.002
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 score0.027
Threshold uncertainty score0.836

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.017
GPT teacher head0.224
Teacher spread0.207 · 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