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Indians in canada: Laying foundations of a community, 1905–08

2021· article· en· W4210434249 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

VenueAsian Journal of Multidimensional Research · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Ethnicity, and Economy
Canadian institutionsnot available
Fundersnot available
KeywordsLayingSpace (punctuation)Architectural engineeringGeographyComputer scienceEngineeringMechanical engineering

Abstract

fetched live from OpenAlex

The Indian immigration to Canada is a twentieth century phenomenon, beginning about 1904–05 and reaching increased numbers by 1908 and then abruptly declining within the next year essentially because Canadian exclusionary policies barred immigration from India in 1908 through manipulative policies. The Indians were shovelled out of Canada as opposition to their entry acquired a virulent form. The Canadian labour, backed by the press, politicians, provincial and federal governments, and the citizenry in general, demanded exclusion of Indians from Canada. This happened because at the time racial homogeneity was a widely shared value among white Canadians and exclusion of people, belonging to non - white races, was accepted as something given. Before the arrival of Indians, Canadians had already identified Chinese and Japanese as the unwanted and it did not take them long to slot Indians in the same category. After 1908 Indian immigration to Canada remained closed for almost half a century till it resumed in 1960s. The paper concentrates on the early phase of Indian immigration to Canada and argues that despite virulent racism directed against them, the Indians managed to lay the foundations of their community at a time when Canada and India were British colonies.

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)0.005
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation 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 score0.212
Threshold uncertainty score0.992

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.003
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 head0.144
GPT teacher head0.417
Teacher spread0.273 · 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