MétaCan
Menu
Back to cohort
Record W1740890041 · doi:10.5539/ass.v11n15p39

Political issues on the colors of the Thai national flag: Competitions for meanings in Thai Society

2015· article· en· W1740890041 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueAsian Social Science · 2015
Typearticle
Languageen
FieldArts and Humanities
TopicCultural Identity and Representation
Canadian institutionsnot available
Fundersnot available
KeywordsFlag (linear algebra)Symbol (formal)PoliticsClothingContext (archaeology)DutyAdvertisingNational identityState (computer science)Object (grammar)SociologyPolitical scienceHistoryLawLinguisticsBusinessMathematicsComputer scienceArtificial intelligence

Abstract

fetched live from OpenAlex

The purpose of this study was to examine the competitions in Thai society for the meanings of the colors of the Thai national flag. The data of this qualitative study were collected through observations and in-depth interviews with 20 informants consisting of government employees, political rally participants, sports competition participants, and other people. The data were classified into categories, interpreted, then presented with descriptive analysis. The study found that the meanings of the colors of the national flag depended on the context of each situation where the flag was used as follows. 1) The colors of the national flag are used to represent the country as a nation state. This is when the flag is used abroad in sports competitions, and it is used on sports shirts, the waving flag, cheering spectators wearing small stickers of the national flag on their faces to show it as a symbol of their nation state. 2) The colors of the national flag are used as a political symbol. This is when the flag is printed on various kinds of products such as ribbon hair bows, plastic clapping hands, whistles, and hair bands that people use to show their love for the nation, religion, and the King. 3) The colors of the national flag are used as a sacred object. This is when the flag is used prestigiously to cover the coffins or cremated bones of individuals who have been killed on duty or in service to show their bravery and sacrifice for the country. 4) The colors of the national flag are used as a welcoming sign for HM the King. This is when the flag is used to decorate places to welcome a royal visit, and for people to wave to show their respect and love to HM the King. 5) The colors of the national flag are used to indicate government ownership. This is when the flag is used to show government’s ownership of places such as government premises to show that they are under the government power, and the government workplace.

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.

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)0.000
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: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.880
Threshold uncertainty score0.624

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.002
Scholarly communication0.0000.000
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 head0.113
GPT teacher head0.339
Teacher spread0.225 · 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