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Record W2891994738 · doi:10.1021/acsanm.8b01266

Stepwise Sulfurization from MoO<sub>3</sub> to MoS<sub>2</sub> via Chemical Vapor Deposition

2018· article· en· W2891994738 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.

fundA Canadian funder is recorded on the work.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueACS Applied Nano Materials · 2018
Typearticle
Languageen
FieldMaterials Science
Topic2D Materials and Applications
Canadian institutionsnot available
FundersDivision of Emerging Frontiers in Research and InnovationCanadian Institute for Advanced Research
KeywordsMolybdenum disulfideChemical vapor depositionSulfurMolybdenumMonolayerCatalysisMaterials scienceMolybdenum trioxideTransition metalInorganic chemistryChemical engineeringStoichiometryChemistryNanotechnologyOrganic chemistryMetallurgy

Abstract

fetched live from OpenAlex

Chemical vapor deposition (CVD) is used widely to synthesize monolayer and few-layer transition metal dichalcogenide molybdenum disulfide (MoS2), a two-dimensional (2D) material with various applications in nanoelectronics, catalysis, and optoelectronics. However, the CVD synthesis of 2D MoS2 is highly sensitive to small changes in growth parameters and the growth mechanism has not been extensively studied. This work systematically investigates the effect of sulfur concentration on CVD synthesis of MoS2 using molybdenum trioxide (MoO3) and sulfur precursors. We find that with increasing concentration of sulfur vapor, intermediate products of molybdenum dioxide (MoO2) and molybdenum oxysulfide (MoOS2) can form during a stepwise sulfurization of MoO3 to the final product of MoS2. The intermediate MoOS2, formed due to sulfur vapor deficiency, can be fully converted to MoS2 with further sulfurization. We show that the local sulfur to molybdenum vapor ratio at the growth substrate critically determines the growth products. This study thus highlights the importance of keeping the molar ratio of sulfur to molybdenum vapor well in excess of the stoichiometrically required ratio of 3.5:1 in order to grow 2D MoS2.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
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 score0.005
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.006

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 head0.217
Teacher spread0.209 · 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