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Record W7043568249

The Socio-Economic Impact of Footwear Production on the Community in Su Lun Quarter Myingyan Township, Mandalay Region

2014· other· en· W7043568249 on OpenAlexaboutno aff

Bibliographic record

Venuenot available
Typeother
Languageen
FieldSocial Sciences
TopicAsian Studies and History
Canadian institutionsnot available
Fundersnot available
KeywordsQuarter (Canadian coin)Context (archaeology)Production (economics)Social productionEconomic impact analysisPoint (geometry)Social impact
DOInot available

Abstract

fetched live from OpenAlex

The title of this thesis is "The socio-economic impact of footwear production on the community in SunLun Quarter, Myingyan Township, and Mandalay Region", The main scclo- economic of the target community is based on the footwear production-The study was started in December of 2013 and ended in April of 2014 and last for onlyfour months. The economy and social impact of footwear production and how social elements are changed due to economic variation are studied and explored from the cultural and economic anthropological point of view. The ethnographic, qualitative field research was conducted by means of Focus Group Interviews (FGI), In- depth Interviews (IDI), Key Informant Interviews (KII), and Direct Observation (DO).To describe the social and economic importance of footwear, social interaction among employers, owners and customers and how to social elements are changed due to economic development and the context which provide for this change, this thesis with six chapters is presented. As results of the footwear workers economy is increased by the innovation of newadvanced design. Footwear is the main economic activity and footwear making economy of the SunLun quarter provide the most opportunity of the jobs for migrate workers. Buying the footwear slippers and good new design slipper the production the hope of the footwear makers. Because of the economic development how changing in social elements for the quarter people educating, health, social standard and religious activities is described in detail withcolor photo respective.

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)0.000
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.067
Threshold uncertainty score0.134

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0040.001
Scholarly communication0.0020.000
Open science0.0010.002
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 head0.034
GPT teacher head0.303
Teacher spread0.269 · 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 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
Published2014
Admission routes1
Has abstractyes

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Same topicAsian Studies and HistoryFrench-language works237,207