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Record W7057202350

Immigrants Participation in Australian Politics

2023· dissertation· en· W7057202350 on OpenAlexaboutno aff

Bibliographic record

VenueThe Sydney eScholarship Repository (The University of Sydney) · 2023
Typedissertation
Languageen
FieldMaterials Science
TopicThermal properties of materials
Canadian institutionsnot available
Fundersnot available
KeywordsImmigrationPoliticsMulticulturalismDemocracySettlement (finance)Ethnic groupGlobalizationInclusion (mineral)Diversity (politics)Transnationalism
DOInot available

Abstract

fetched live from OpenAlex

Immigration is a thought-provoking and important topic in all western democratic societies. However, immigrant political participation levels in host countries varies vastly from country to country. Australia is one of the widely diverse multicultural countries in the world. This research project investigates the reasons why its diversity is not fairly represented in electoral politics with a focus on parliamentary representation. It identifies the reasons underlying immigrant participation or non-participation in formal politics in Australia through a detailed analysis of the barriers and enablers for political participation in two Sydney migrant communities.
\nThis research also considers why Australia remains behind other comparative settler nations such as the United States and Canada in the visible inclusion of ethnic and migrant representation. Today’s modern world is a global village where globalisation has made it easy for people to move from one place to another. As a result, it is important to study immigrants and the role they play in host countries as active office bearers, voters, or as passive supporters of the political approach taking part in voluntary activities.
\nThis research studies immigrants from ‘non-white’ and ‘non-European’ backgrounds to identify barriers and enablers to political participation in the Australian national parliament. The study finds that the generational difference of migration plays a vital role in political participation in host countries. Pre-migration background, initial settlement and language are some of the factors in deciding the reasons for participation or non-participation in the national political process in Australia.
\nKey words: Australian politics, participation, immigrants, ethnic minorities, discrimination, inclusion, challenges, resettlement, community activities, multicultural country

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.258
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0020.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.001

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 head0.024
GPT teacher head0.253
Teacher spread0.228 · 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.

Study designBench or experimental
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
Published2023
Admission routes1
Has abstractyes

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