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Record W4416885199 · doi:10.37665/srjodrw10699

Control of “Spalling” in SAC Pb-Free Solder Alloys when used with a Ni Substrate

2009· article· W4416885199 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

VenueSoldering and Reliability Conferences · 2009
Typearticle
Language
FieldEngineering
TopicElectronic Packaging and Soldering Technologies
Canadian institutionsHain Celestial (Canada)University of Toronto
Fundersnot available
KeywordsIntermetallicSolderingLayer (electronics)Substrate (aquarium)SpallAlloySolder paste

Abstract

fetched live from OpenAlex

ABSTRACT A basic feature of the formation of a solder joint is the occurrence of a single layer of intermetallic compound between the solder and the substrate on which the joint is made. However, under some conditions, such as repeated reflows, when a solder of the Pb-free SAC type is used with a nickel (or Ni(P)) substrate, a second layer of intermetallic compound is formed in the solder, near to but separated from the layer that is adjacent to the substrate. The appearance of this second layer of intermetallic compound is called “spalling” because it gives the impression that it was initially formed on the substrate and later displaced from that location by the introduction of a second intermetallic layer on the substrate. By consideration of the possible reactions that can occur during cooling of an SAC solder to which is added a small amount of Ni it is shown in this paper that spalling is accounted for as a nonequilibrium effect associated with a quasiperitectic reaction of the Cu-Ni-Sn alloy system. It is shown that the occurrence of spalling can be delayed to longer liquid holding times by an increase in the Cu content of the solder to a value greater than 0.6wt%. Attempts to control spalling by increasing the cooling rate of the solder to values as high as 4.7°C per second were not successful.

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)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.264
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 studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.001
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 head0.012
GPT teacher head0.214
Teacher spread0.201 · 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