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Record W4416885435 · doi:10.37665/srfinsn95162

Lead Free Material and Process Re-Qualification for a Rugged Handheld Terminal

2008· article· W4416885435 on OpenAlexaff
André Gagné, Dan Meringer

Bibliographic record

VenueSoldering and Reliability Conferences · 2008
Typearticle
Language
FieldEngineering
TopicElectronic Packaging and Soldering Technologies
Canadian institutionsResearch Canada
Fundersnot available
KeywordsSolderingPrinted circuit boardSurface-mount technologySolder pastePlating (geology)Terminal (telecommunication)Lead (geology)Process (computing)

Abstract

fetched live from OpenAlex

ABSTRACT The new EU RoHS regulations have mandated the removal of lead, amongst other materials, from all electronic products put onto the EU market. To ensure the continued quality of the new lead free solder joints and to compare the integrity and ruggedness of our products in the absence of these materials, we have performed a series of mechanical environmental tests. Those test results verified that lead free solder can continue to provide reliable circuit joints in harsh environments under drop/shock and vibration conditions. After reviewing the test results and weighing factors such as type, severity, quality and quantity of defects, we recommend the use of No Clean flux over Aqueous flux. SAC 305 or SAC 387 solder alloy are both acceptable. ENIG and Immersion Silver plating of the PCBs are both acceptable. This recommendation is based on the limited types of solder paste and PCB materials initially recommended for use by our EMS vendor. Similar qualification testing is recommended if other EMS vendors or solder paste manufacturers are to be used, as the test results show that the selected paste and processes may have influence on the ruggedness of our product.

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.

How this classification was reachedexpand

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
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 score0.444
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
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 head0.031
GPT teacher head0.266
Teacher spread0.234 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2008
Admission routes1
Has abstractyes

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