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Record W4401515124 · doi:10.34257/gjhsscvol24is6pg47

Placing the History of Jamaican Immigrant Organizations in Toronto, Canada

2024· article· en· W4401515124 on OpenAlexaffabout
Janine Rose

Bibliographic record

VenueGlobal Journal of Human-Social Science · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicCaribbean history, culture, and politics
Canadian institutionsSGS (Canada)University of Toronto
Fundersnot available
KeywordsImmigrationPolitical scienceHistorySociologyDemographic economicsEconomicsLaw

Abstract

fetched live from OpenAlex

This article proposes a typology of Jamaican immigrant organizations in Toronto, Canada and examines the circumstances shaping the establishment of immigrant organizations with diverse orientations within this immigrant group. This analysis is informed by archival research that involved the examination of Caribbean newspapers including Th e Share, Contrast and The Islander that published articles about events and concerns particular to Caribbean communities in Toronto, Canada between 1960 and 2005.Information about the number and types of organizations established by Jamaican immigrants was obtained through a combination of internet research and information from the Consulate Generals Office of Jamaican in Toronto, Canada. The research shows that Jamaican immigrants have established more than 80 organizations of various types namely sociocultural, political, ethnic, alumni and special interest organizations. Additionally, the research asserts that there are ethno-specific and social spatial factors that contributed to the establishment of these organizations. Specifically, the desire to encourage sense of belonging in the place of residence through the celebration of events particular to their identity, increasing ethnic diversity within the group and changes in the availability of settlement assistance for immigrants in Toronto are factors that contributed to the establishment of diverse Jamaican immigrant organizations.

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)0.002
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.106
Threshold uncertainty score0.772

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.004
Science and technology studies0.0240.007
Scholarly communication0.0050.001
Open science0.0010.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0050.000

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 head0.011
GPT teacher head0.291
Teacher spread0.280 · 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
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
Published2024
Admission routes2
Has abstractyes

Explore more

Same venueGlobal Journal of Human-Social ScienceSame topicCaribbean history, culture, and politicsFrench-language works237,207