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Study on Sustainable Development of Shenyang Expo Park and Innovation of Management

2009· article· en· W1843191229 on OpenAlexvenueno aff
Miao-yan Li, Fan Yang

Bibliographic record

VenueCanadian social science · 2009
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicEnvironmental Sustainability in Business
Canadian institutionsnot available
Fundersnot available
KeywordsSustainable developmentPolitical scienceChinaHumanitiesExposition (narrative)ArtLaw

Abstract

fetched live from OpenAlex

Shenyang China International Horticulture Exposition 2006 was a world meeting, which gains most public attention in the world. Taking this chance, Shenyang shows to the whole world its new image as a modern metropolis. In order to do further research about the development of Shenyang Expo Park; this article explore and study from the following four aspects, in terms of the awareness of sustainable development, sustainable increase factors, the issues of sustainable and innovation of management, ultimate goal lies in offering a clear idea for the healthy, sustainable and steady development of Shenyang Expo Park. Key words: Shenyang, Shenyang Expo Park, Sustainable Development Resume: L’exposition internationale de l’horticulture de Shenyang en Chine 2006 est une reunion mondiale, qui attire l’attention du public dans le monde. En profitant de cette occasion, Shenyang expose au monde entier sa nouvelle image comme un metropole moderne. Afin de mener des recherches approfondies sur le developpement du Parc d’expo de Shenyang, le present article procede a l’etude sous les quatre aspects suivants : la conscience du developpement durable, les facteurs de croissance durable, le resultat du developpement durable et l’innovation de management. L’objectif ultime consiste a offrir une idee claire du developpement sain, durable et stable du Parc d’expo de Shenyang. Mots-Cles: Shenyang, Parc d’expo de Shenyang, developpement durable

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)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.007
Threshold uncertainty score0.016

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

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 head0.014
GPT teacher head0.237
Teacher spread0.222 · 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 designNot applicable
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
Published2009
Admission routes1
Has abstractyes

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