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Record W2592065322

Electrodeposition of multilayer cantilevers for MEMS applications

2002· article· en· W2592065322 on OpenAlexaff
C. X. Qiu, S. N. Qiu, I. Shih, P. Maltais, Daniel Gratton, Gilles Brassard, Guy Séguin

Bibliographic record

VenueInternational Symposium on Antenna Technology and Applied Electromagnetics · 2002
Typearticle
Languageen
FieldPhysics and Astronomy
TopicForce Microscopy Techniques and Applications
Canadian institutionsCanadian Space AgencyMcGill UniversityCIS Scientific
Fundersnot available
KeywordsCantileverMaterials scienceMicroelectromechanical systemsFabricationDeposition (geology)Stress (linguistics)Composite materialLayer (electronics)OptoelectronicsBendingVoltageNanotechnologyElectrical engineering
DOInot available

Abstract

fetched live from OpenAlex

An automated electrodeposition process has been developed to produce low-stress freestanding metallic cantilevers for rf MEMS applications. The cantilevers are made of multiple layers of three different materials to achieve stress compensations. The fabrication is carried out using a PC-controlled deposition system developed in house. We found that the deposition rate increases with the increase of applied voltages and the thickness of the films has a linear relationship with the deposition time for individual layers. The deposited multilayer films have a smooth surface and are uniform in thickness. The morphology of the films is independent on the thickness of the multilayer films when a moderate deposition rate is adopted. Cantilevers with a single sandwich structure are fabricated and studied. All of the samples have demonstrated freestanding cantilevers with a uniform thickness and smooth surfaces. However, a slightly up bending (or sloping) along the cantilever is observed on all cantilevers regardless the big difference in thickness (ranging from 1.5 μm to 5 μm), which indicates the presence of some uncompensated stress. Cantilevers with a double sandwich structure (with two strengthening material) are also fabricated to further reduce the stress. The relative thickness of the individual layers for the three materials is found to govern the stress compensation process and to control the quality of the cantilevers. The strengthening layer not only plays an active role in stress compensation, it also hardens the multilayer films and to cut down the required minimum thickness for the cantilevers. The optimized deposition conditions produce essentially flat cantilevers with a length up to 800 μm. For each sample, the two cantilevers are found to be identical in shape, thickness and morphology.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.001
Threshold uncertainty score0.004

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.001

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 head0.006
GPT teacher head0.237
Teacher spread0.231 · 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 source (direct Gemma or distilled Codex), 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

Citations0
Published2002
Admission routes1
Has abstractyes

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