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Record W2036520791 · doi:10.1088/0960-1317/16/10/026

A planar self-sacrificial multilayer SU-8-based MEMS process utilizing a UV-blocking layer for the creation of freely moving parts

2006· article· en· W2036520791 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

VenueJournal of Micromechanics and Microengineering · 2006
Typearticle
Languageen
FieldEngineering
TopicAdvanced MEMS and NEMS Technologies
Canadian institutionsSimon Fraser University
Fundersnot available
KeywordsBlocking (statistics)Microelectromechanical systemsPlanarLayer (electronics)Process (computing)Materials scienceNanotechnologyOptoelectronicsThin layerComputer scienceElectronic engineeringEngineeringComputer networkOperating system

Abstract

fetched live from OpenAlex

This work presents the first-reported freely moving parts, including out-of-plane hinges and rotating parts, fabricated in SU-8 that require no post-development bonding step. The technology used is a PolyMUMPs®-like SU-8 process developed by the authors, called the planar self-sacrificial multilayer SU-8 (PSALMS) process. The PSALMS process allows the independent patterning of planar SU-8 layers, so that the SU-8 acts as both the structural and sacrificial material. Each layer is a bilayer consisting of a standard SU-8 layer below a layer of SU-8 modified to heavily absorb UV by the addition of SC1827 resist. The use of this bilayer structure creates a greatly increased processing window, in which an exposure can expose the uppermost bilayer without affecting underlying bilayers. The ability to independently pattern layers allows for the creation of overhanging structures and freely moving parts. So far the PSALMS process has incorporated four structural layers, which allows for the creation of structures such as gears and out-of-plane hinges. A description of the underlying fabrication principle and processing details is presented in this paper. Also presented are gears and hinges that have been fabricated and display proper functionality.

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)0.000
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 score0.242
Threshold uncertainty score0.677

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 integrity0.0000.000
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 head0.011
GPT teacher head0.225
Teacher spread0.215 · 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