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Record W7055494060

The Community Organization Refugee Sponsorship Program: Understanding Private Resettlement in New Zealand and Drawing Lessons from the Canadian System

2021· dissertation· en· W7055494060 on OpenAlexaboutno aff

Bibliographic record

VenueResearchSpace (University of Auckland) · 2021
Typedissertation
Languageen
FieldEngineering
TopicLaser Design and Applications
Canadian institutionsnot available
Fundersnot available
KeywordsRefugeeGovernment (linguistics)NormativeAsylum seekerPrivate sectorDisplaced person
DOInot available

Abstract

fetched live from OpenAlex

This thesis examines the newly introduced private resettlement program in New Zealand. The Community Organisation Refugee Sponsorship program started in 2017 and offers an additional method for refugee resettlement for quota refugees in New Zealand. The thesis uses the most similar case study comparative methodology to identify several countries with a similar private program structure as New Zealand. The cases examined were Australia, Argentina, Ireland, the United Kingdom, and Canada. The thesis conducted a lesson drawing exercise comparing New Zealand against Canada and their private resettlement programs. Canada is an exemplar case in private resettlement and offers a good comparison to glean lessons. The thesis used normative principles to examine both programs and identifies how New Zealand can develop its private program to protect the government’s international commitments from privatization. The thesis explores how the private sponsorship community, those who engage in private refugee resettlement, use these principles as standards for engagement in Canada and how this might apply to New Zealand. Using lessons in Canada, the thesis comes to several conclusions and program recommendations for the second pilot of the Community Organisation Refugee Sponsorship programme. The thesis urges the New Zealand government to fully embody the principle of Additionality into their program design and use nodal policy instruments to publicize the information. The thesis draws on lessons from the Blended Visa Office Referred program and the Private Sponsorship Refugee program as to why full incorporation of this principle is needed. The thesis urges New Zealand to expand the Naming principle and allow family reunification within the private resettlement structure. Lastly, the thesis makes recommendations for resettlement plans to increase sponsorship success.

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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.686
Threshold uncertainty score0.979

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 studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.050
GPT teacher head0.273
Teacher spread0.222 · 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 designQualitative
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
Published2021
Admission routes1
Has abstractyes

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