An Application of Diazonium‐Induced Anchoring Process in the Fabrication of Micro‐Electromechanical Systems
Why this work is in the frame
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Bibliographic record
Abstract
Abstract In situ generation of diazonium cations and their subsequent reduction and grafting is a versatile technique to modify a variety of substrates. In the absence of a conducting substrate, the grafting of aminophenylene layer can be achieved with assistance of a reducing agent (diazonium‐induced anchoring process—DIAP). Here, a systematic investigation of the possible effect of the type substrate on the thickness of aminophenyl layer is carried out using Fe powder reducing agent. The study is carried out on three different substrates: p‐doped Si, TiN, and Cu films and concludes that the film‐growth mechanism is independent of the type of substrate. This work is particularly important for many industrial applications, which require unifying a single film deposition process for multiple structural materials. The first results obtained with mechanical Si test structures clearly show that surface amination at room temperature, in open air, and aqueous medium using DIAP can be easily integrated into the fabrication of microelectromechanical systems and, therefore, can potentially replace the currently industrialized organic‐based silanization process.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it