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Record W2107925787 · doi:10.1109/ectc.2006.1645703

A Novel Method for Bonding of Ionic Wafers

2006· article· en· W2107925787 on OpenAlexafffund
M.R. Howalder, Tadatomo Suga, M.J. Kim, Naoki Itoh, M. Jamal Deen, Peter Mascher

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldEngineering
Topic3D IC and TSV technologies
Canadian institutionsMcMaster University
FundersMcMaster University
KeywordsMaterials scienceSapphireWaferAnnealing (glass)SiliconAnodic bondingAmorphous solidAnalytical Chemistry (journal)Wafer bondingIonic bondingComposite materialIonMineralogyOptoelectronicsOpticsCrystallographyChemistry

Abstract

fetched live from OpenAlex

A novel method for bonding sapphire, LiNbO/sub 3/, quartz and glass wafers with silicon using the modified surface activated bonding (SAB) method is described. In this method, the mating surfaces were cleaned and nano-adhesion Fe layers were deposited using a low energy argon ion beam simultaneously. The optical images show that the entire area of 4-inch wafers of LiNbO/sub 3//Si was bonded. Such images for other samples show particle induced voids across the interface. The average tensile strength for all of the mating pairs was much higher than 10 MPa. Prolonged irradiation reduces polarization in LiNbO/sub 3/, sapphire, quartz and Al-silicate glasses. Fe and Ar ions induced charge deposition may have resulted in electric field, which was responsible for the depolarization. The lattice mismatch induced local strain was found in LiNbO/sub 3//Si. No such strain was observed in the Al-silicate glass/Si interface probably because of annealing at 573 K for 8 h. The Al-silicate glass/Si interface showed a layer of 2-nm thick. An amorphous layer of 5-nm thick was observed with a layer across the LiNbO/sub 3//Si interface. The EELS spectra confirmed the presence of nano-adhesion Fe layers across the interface. These Fe layers associated with the electric filed induced by ion beam irradiation for prolonged period of time, particularly in Si/LiNbO/sub 3/, might be responsible for the high bonding strength between Si/ionic wafers at low temperature.

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: none
Teacher disagreement score0.005
Threshold uncertainty score0.016

Distilled classifier scores by category (both heads)

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 communication0.0000.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0050.002

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 head0.014
GPT teacher head0.246
Teacher spread0.232 · 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

Citations1
Published2006
Admission routes2
Has abstractyes

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