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Record W1591870789

Toronto's Korean Canadian Community: 1948-2005

2006· article· en· W1591870789 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
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

VenueJournal of Bioresource Management · 2006
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Ethnicity, and Economy
Canadian institutionsnot available
Fundersnot available
KeywordsHistory
DOInot available

Abstract

fetched live from OpenAlex

Ethnicity, the influence of stereotyping – whether it is overt or not - and personal identity intersect on a daily basis. But what is ethnicity? One could argue that it is a flexible idea, or as Weber (1968) notes, a matter of “subjective belief” (p. 389). According to Troper and Weinfeld (1987) “the definition of an ethnic group involves a sense of shared history, real or imagined (p. 106).” I include these two definitions of ethnicity because they both acknowledge the subjective nature of ethnic identity. Reflecting on subjectivity, however, raises questions concerning the interplay between ethnicity and stereotyping. To move beyond generalizations and explore the lived experiences and shared histories of various ethno cultural groups, one may investigate how groups came to form communities in Canada; and then consider the dynamics of the communities themselves. The aim of this paper is to explore the genesis and development of the Korean-Canadian community in Toronto, and reflect on how historical events and various social forces have impacted on its path, and contributed to its present state. The key segments of this paper include: Perspective; Toronto’s Korean-Canadian community; and institutional completeness.

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)0.002
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: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.603
Threshold uncertainty score0.917

Codex and Gemma teacher scores by category

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

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 head0.014
GPT teacher head0.253
Teacher spread0.239 · 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