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Record W4412450826 · doi:10.1016/j.vacuum.2025.114577

Ultra-near-surface gallium-activated 435 nm luminescence from donor-acceptor-pair recombination in ion-beam implanted 4H-SiC

2025· article· en· W4412450826 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.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueVacuum · 2025
Typearticle
Languageen
FieldEngineering
TopicSemiconductor materials and devices
Canadian institutionsMcMaster University
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsGalliumLuminescenceRecombinationMaterials scienceIonAcceptorOptoelectronicsIon implantationPhotochemistryAtomic physicsChemistryPhysics

Abstract

fetched live from OpenAlex

Nitrogen and gallium-doped SiC and its luminescence properties are investigated in detail. Spatially highly localized gallium doping is realized by ion implanting Ga into n-type 4H SiC using an ion milling tool for the first time. A nanoscale depth region of Ga-rich SiC is formed near the SiC surface, followed by 1600 °C activation annealing. An AlN capping layer is used to avoid the out-diffusion of Ga, stabilize the SiC surface, and serve as an additional source of N dopant. An emission spectrum with a peak wavelength of approximately 435 nm at room temperature is identified and confirmed to be due to Ga-N donor-acceptor-pair recombination. Photoluminescence, cathodoluminescence, SEM and TEM results are presented. It is thereby shown that the more conventional p-type dopant Al can be replaced by Ga, enabling high-intensity Taylor cone gallium ion sources to achieve highly spatially controlled donor-acceptor pair emission from SiC. Several aspects of the relevance of spatially localized donor-acceptor pair emission are described.

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 score0.056
Threshold uncertainty score0.998

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 head0.008
GPT teacher head0.218
Teacher spread0.210 · 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