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Record W590902587

Nonlinear evolution equations and dynamical systems : proceedings of the ICM 2002 Satellite Conference, Yellow Mountains, China, 15-18 August 2002

2003· book· en· W590902587 on OpenAlexaboutno aff
Yi Cheng

Bibliographic record

VenueWORLD SCIENTIFIC eBooks · 2003
Typebook
Languageen
FieldSocial Sciences
TopicSocioeconomic Development in Asia
Canadian institutionsnot available
Fundersnot available
KeywordsChinaImmigrationGender studiesGeographyModernityEthnic groupHistorySociologyPolitical scienceAnthropologyLaw
DOInot available

Abstract

fetched live from OpenAlex

Chineseness and Chinese Identifications and Identities of a Migrant Community: Five Southeast Asian Chinese Empire-Builders: Commonalities and Differences (J Mackie) Providers, Protectors, Guardians: Migration and Reconstruction of Masculinities (R Hibbins) Tasting the Night: Food, Ethnic Transaction, and the Pleasure of Chineseness in Malaysia (S-C Yao) Multiple Identities among the Returned Overseas Chinese in Hong Kong (J K Chin) Chinese or Western Education? Cultural Choices and Education: Chinese Education and Changing National and Cultural Identity among Overseas Chinese in Modern Japan: A Study of Chuka Dobun Gakko [Tongwen Chinese School] in Kobe (B W-M Ng) Chinese Education in Prewar Singapore: A Preliminary Analysis of Factors Affecting the Development of Chinese Vernacular Schools (T B Wee) Hokkien Immigrant Society and Modern Chinese Education in British Malaya (C H Yen) The Search for Modernity: The Chinese in Sabah and English Education (D T-K Wong) Fitting In: Social Integration in the Host Society: Language, Education, and Occupational Attainment of Foreign-Trained Chinese and Polish Professional Immigrants in Toronto, Canada (Z Li) Career and Family Factors in Intention for Permanent Settlement in Australia (S-E Khoo & A Mak) No Longer Migrants: Southern New Zealand Chinese in the Twentieth Century (N Pawakapan) Singapore Chinese Society in Transition: Reflections on the Cultural Implications of Modern Education (G K Lee).

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: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.016
Threshold uncertainty score0.053

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0020.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0160.002

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 head0.025
GPT teacher head0.255
Teacher spread0.231 · 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
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
Published2003
Admission routes1
Has abstractyes

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Same venueWORLD SCIENTIFIC eBooksSame topicSocioeconomic Development in AsiaFrench-language works237,207