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Record W4416879996 · doi:10.37665/jsmtyhirn77834

Lead-Free Card Assembly and Rework for Column Grid Arrays

2004· article· W4416879996 on OpenAlexaff
Marie Cole, Mario Interrante, B. N. Chapman, Isabel Sousa, Janet L. Jozwiak, T. Lopez, W. F. Mader, Gregory Martin, Cheikhou Ndiaye, Steve Ostrander, Nandu Ranadive, William Sablinski

Bibliographic record

VenueJournal of Surface Mount Technology · 2004
Typearticle
Language
FieldEngineering
TopicElectronic Packaging and Soldering Technologies
Canadian institutionsIBM (Canada)
Fundersnot available
KeywordsReworkInterconnectionDesign for manufacturabilityColumn (typography)Reliability (semiconductor)GridPrinted circuit boardMicroelectronicsIntegrated circuit packaging

Abstract

fetched live from OpenAlex

ABSTRACT IBM introduced copper column grid array (CuCGA) interconnect as the lead-free replacement for the lead-tin solder column on the ceramic column grid array (CCGA) (Figure 1). Like CCGA, CuCGA offers a high reliability packaging solution, enabling the use of ceramic chip carriers with excellent electrical and thermal performance. Figure 1: Copper column grid array (left) and CLASP CCGA (right). The move to eliminate lead in microelectronic packaging increases the complexity of processing large body size, high I/O packages. The development of manufacturable card assembly and rework processes in concert with the development of a new package interconnect structure is key to technology acceptance. Copper column interconnect (CuCGA) has been designed to meet the requirements of manufacturability, reliability, and electrical performance. Optimization of the structure for manufacturability focused on the robustness of the column during manufacturing handling and the ease of card assembly processing. The resulting card-side solder joint is key to the reliability of the interconnect. The interconnect geometry also influences electrical performance [1]. Evaluating these competing factors determined the final column design [2]. This paper focuses on the development and reliability evaluation of the CuCGA card assembly and rework processes. The goal of the process development was to adapt the successful SMT assembly process for CCGA to the developing standards for lead-free SMT processing. Successful integration of the assembly processing of the CuCGA into the developing tin-silver-copper (SnAgCu, or SAC) card assembly process posed challenges in the areas of placement, reflow, and rework. The optimization of these processes, and the proof of successful results demonstrated by reliability evaluations, will be discussed.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
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 score0.002
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.001

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 head0.011
GPT teacher head0.231
Teacher spread0.221 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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
Published2004
Admission routes1
Has abstractyes

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