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Record W7132221671

Depressed Luo Yilun

2020· other· W7132221671 on OpenAlexaff
An-Chih Andrew Wang, Chi Zhang

Bibliographic record

VenueCEIBS Institutional Repository · 2020
Typeother
Language
Field
Topic
Canadian institutionsCentre Casa
Fundersnot available
KeywordsSet (abstract data type)Perspective (graphical)Identification (biology)Depression (economics)
DOInot available

Abstract

fetched live from OpenAlex

本案例由案例正文和补充材料两个部分构成,聚焦工作动机对个体行为和工作设计的影响这一问题。其中案例正文讲述了38岁的台湾房产中介公司A公司资深员工罗以伦从总部调任杭州分公司的过程,并对调任前后公司及市场的情况、主人公的所思所想进行了详细地叙述,展现了个人职业发展、薪酬、家庭、价值观等因素对行为的影响。补充材料则提供了两种截然不同的故事背景,借以说明重要他人的不同态度对华人动机模式的影响。本案例故事精炼,同时包罗了影响行为的主要因素,并展现了动机动态变化的过程,能够帮助学生较为深刻地理解自我决定理论,并为工作设计等管理实务提供借鉴。

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)0.002
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.864
Threshold uncertainty score0.456

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.008
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.004
Science and technology studies0.0060.004
Scholarly communication0.0100.008
Open science0.0010.004
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.1360.032

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 head0.014
GPT teacher head0.227
Teacher spread0.213 · 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.

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".

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Citations0
Published2020
Admission routes1
Has abstractyes

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