Study of mechanical and electrical properties of AlMgSi alloys
Bibliographic record
Abstract
L'ajout des elements d'addition et/ou les differents traitements thermiques jouent des roles tres importants dans la modification de la microstructure et l'amelioration des proprietes mecaniques et electriques des alliages AlMgSi. L'addition du Cu a ces alliages augmente leur resistance et leur durete. Les proprietes mecaniques et electriques des alliages AlMgSi peuvent etre changees par differents traitements thermiques. Afin de comprendre l'effet complique du vieillissement sur les alliages AlMgSi, les proprietes de tension (YS) et la resistivite electrique pendant des periodes variables de vieillissement naturel suivi du vieillissement artificiel dans l'intervalle 20-200°C ont ete etudiee. DSC, microscopies optique et electronique de transmission ont ete utilisees pour expliquer le comportement de durcissement par precipitation.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.003 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".