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The Effect of Calcium on the Rolling Behaviour and Hot Tensile Properties of AA5182

2011· article· en· W2009204614 on OpenAlexaff
Don A. Doutre, P. Wycliffe

Bibliographic record

VenueMaterials science forum · 2011
Typearticle
Languageen
FieldEngineering
TopicAluminum Alloy Microstructure Properties
Canadian institutionsNovelis (Canada)
Fundersnot available
KeywordsMaterials scienceUltimate tensile strengthCrackingElongationCalciumMetallurgyDuctility (Earth science)SodiumCastingComposite materialCreep

Abstract

fetched live from OpenAlex

The impact of sodium on the edge cracking behaviour of high magnesium alloys such as 5182 has been the subject of many studies. Relatively less information is available on the role of calcium and much of this is contradictory, some authors reporting that relatively modest levels of Ca reduce hot ductility (and by inference promote edge cracking) whereas other reports recommend the intentional addition of calcium to these alloys in order to control oxidative casting defects such as vertical folds. This paper will describe and discuss a series of experiments in which AA5182 ingots containing sodium and calcium alone, and also in combination, were cast, hot-rolled and subsequently hot tensile tested. As expected, sodium alone led to a large drop in the hot tensile elongation and promoted edge cracking. However, no such effects were observed in materials containing only calcium. Calcium had a slight mitigating influence on the impact of sodium when both elements were present.

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 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: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.349

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 studies0.0000.001
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 head0.019
GPT teacher head0.196
Teacher spread0.177 · 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 teacher head, 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

Citations5
Published2011
Admission routes1
Has abstractyes

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