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Record W2196501025 · doi:10.4071/isom-wa33

The Impact of Hydrogen Gas Evolution on Blister Formation in Electroless Copper Films

2014· article· en· W2196501025 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

VenueIMAPSource Proceedings · 2014
Typearticle
Languageen
FieldEngineering
TopicElectronic Packaging and Soldering Technologies
Canadian institutionsMount Allison University
Fundersnot available
KeywordsCopperMaterials scienceHydrogenElectroplatingCopper platingDelamination (geology)NickelMetallurgyGrain boundaryUltimate tensile strengthComposite materialLayer (electronics)ChemistryMicrostructure

Abstract

fetched live from OpenAlex

Electroless copper plating is a key process to provide electrically conductive layers on insulating substrates for the subsequent copper electroplating of printed circuit boards (PCBs). Recently introduced substrate materials are prone to spontaneous delamination failure (blistering) of the electroless layer during deposi-tion. A higher nickel content in electroless copper baths prevents delamination failure by increasing the internal tensile stress in the copper layer. This effect is achieved by suppressing copper self-diffusion through the incorporation of small amounts of nickel in the grain boundaries and the grain boundary junc-tions. Whether the hydrogen gas that evolves inevitably during electroless copper deposition, and that is potentially trapped in the deposit may cause blistering is still under debate. Here we test this hypothesis by quantifying the generated hydrogen gas volume during copper deposition in baths with nickel concentra-tions between 0 and 1000 ppm, and observing the rate of blister formation in the deposit. We find a con-stant molar ratio of 0.65±0.05 mol H2/mol Cu independent of the nickel content in the bath, in contrast to a systematic and substantial change of the blister probability. From this lack of a correlation between the blister rate and hydrogen evolution, we rule out hydrogen evolution as a determining factor for blister for-mation.

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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.522
Threshold uncertainty score0.386

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 head0.006
GPT teacher head0.215
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