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Wisdom of Leisure in Chinese Traditional Painting Theory and Its Enlightenment to the Contemporary Culture of Leisure

2013· article· en· W1764937964 on OpenAlexvenueno aff
Ning Xiu-li

Bibliographic record

VenueHigher education of social science · 2013
Typearticle
Languageen
FieldComputer Science
TopicDigital Media and Visual Art
Canadian institutionsnot available
Fundersnot available
KeywordsEnlightenmentContemplationPaintingAestheticsValue (mathematics)Life styleLeisure studiesChinaLeisure activitySociology of leisureSociologyLeisure timeEnvironmental ethicsRecreationSocial scienceEpistemologyPsychologySocial psychologyArtPolitical sciencePhilosophyPhysical activityVisual artsLawComputer science

Abstract

fetched live from OpenAlex

In modern times, the culture of leisure is playing a more important role in human life with rapid economic development and greatly improved life. Leisure may imply a deeper contemplation and wisdom in our life rather than merely take a rest in leisure time. But at present, there still exist many problems in human leisure life. These problems cause negative effects on people, society and ecological environment. Hence it needs to create good value-oriented leisure concepts. Painting was one of the most important ancient leisure styles in China. The ancient concepts of leisure involved in the painting theory are very rich. They can contribute a lot to the sound development of the modern society’s leisure concepts.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.946
Threshold uncertainty score0.184

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.026
GPT teacher head0.298
Teacher spread0.273 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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
Published2013
Admission routes1
Has abstractyes

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