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Record W7132584816

BOE: After Becoming the Industry Leader in LCD Panels

2021· other· W7132584816 on OpenAlexaff
Weiru 陈威如, 陈炳亮

Bibliographic record

VenueCEIBS Institutional Repository · 2021
Typeother
Language
Field
Topic
Canadian institutionsCentre Casa
Fundersnot available
KeywordsLiquid-crystal displayKey (lock)Component (thermodynamics)Work (physics)
DOInot available

Abstract

fetched live from OpenAlex

在高科技行业,中国企业能成长为器件领域龙头的机会很少。本案例描述了世界最大的液晶面板企业京东方从零开始,发展到LCD面板市占率第一的历程,以及未来方向的选择。京东方诞生于20世纪60年代,曾是亚洲最大的电子管制造厂,后来由于技术逐渐落后,倒退为一家巨亏的企业。在改制完成后,依靠合资企业和上市融资产生的现金流,公司管理层决定进入液晶面板行业。当时,液晶技术经过一段时间的发展,开始在某些应用领域替代传统的CRT技术。 京东方通过并购韩国现代集团下属的HYDIS,获得了液晶面板的生产设施、技术和经验丰富的员工。以此为基础,京东方开始在国内自主建设液晶面板产线,并抓住行业提供的机会窗口,积极投资高世代产线,扩大产能,逐渐超过了日本、韩国和中国台湾地区的同行。2019年京东方的液晶面板出货量全球第一,在笔记本电脑、PC显示器和平板电视领域均居首位。与此同时,作为壮大起来的器件企业,京东方不可避免受到下游客户策略性的压力,阻止其“一家独大”,增长因而受限。 京东方崛起的原因是什么?在成为一个器件领域龙头之后,公司下一步该往哪个方向发展?会面临哪些阻碍?本案例主要围绕这些问题展开。

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), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.623
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.002
Science and technology studies0.0020.005
Scholarly communication0.0010.001
Open science0.0020.001
Research integrity0.0050.009
Insufficient payload (model declined to judge)0.0160.005

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 head0.038
GPT teacher head0.277
Teacher spread0.239 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

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
Published2021
Admission routes1
Has abstractyes

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