MétaCan
Menu
Back to cohort
Record W171626316 · doi:10.2307/3341895

Changing Visions in Ethnic Relations

2001· article· en· W171626316 on OpenAlexvenueaboutno aff
Leo Driedger

Bibliographic record

VenueThe Canadian Journal of Sociology · 2001
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsVisionEthnic groupSociologyGender studiesEconomic geographyAnthropologyGeography

Abstract

fetched live from OpenAlex

Abstract: Early studies focused on the relations between the dominant British and French charter groups, before Pierre Trudeau announced a policy of bilingualism and multiculturalism in 1971. A Royal Commission encouraged more research, where the focus of study turned from colonial to multicultural and multiethnic identity concerns, resulting in more open immigration policies. More immigrants of multiple races, religions, and cultures arrived, which required expansion of the largely white European heritage tent. By the eighties and nineties, demographic diversity, prejudice, discrimination, segregation accelerated, around problems of racism and the need for more equality and rights. While studies in the twentieth century were focused much on power and social class, research in the twenty-first century will need to explore cultures, diversity, conflict and cooperation. Resume: Les premieres etudes se sont focalisees sur les relations entre les principaux groupes britanniques et francais, avant que Pierre Trudeau annonce une politique de bilinguisme et de multiculturalisme en 1971. Une commission royale encouragea de nouvelles recherches, dans lesquelles le centre d'interet passa du colonialisme a la question d'identite multiculturelle et multiethnique, en consequence des politiques d'immigration plus ouvertes. Plus d'immigrants de plusieurs origines, religions et cultures differentes arriverent, ce qui necessita un e'largissement du patrimoine qui etait jusqu'alors en grande partie celui des blancs europeens. Dans les annees 80 et 90, les recherches s'accelerent sur la diversite demographique, les prejuges, la discrimination et la segregation autour des problemes du racisme et du besoin de plus d'eglaite et de droits pour tous. Tandis que les etudes du XXe siecle se sont focalisees sur le pouvoir et les classes sociales, la recherche du XXIe siecle aura besoin d'explorer da vantage les cultures, la diversite, les conflits et la cooperation. field of ethnic relations in Canada is more developed than many, with sociologists, historians, anthropologists, psychologists and others deeply involved in thousands of published works, which cannot be dealt with in a short paper. To stimulate more work, we can only review a few major debates focused on bilingualism, multiculturalism and rights, to provide a frame of discussion -- few have attempted macro theories and paradigms. Before Trudeau's 1971 announcement on bilingualism and multiculturalism, studies focused on British and French charter group relations, and assimilation of others to these dominant languages and cultures. During the seventies and eighties multiculturalism got a boost from a royal commission, and much research focused on multiple identities and pluralism, which generated much research on cohesion, solidarity and conflict. Since the eighties, more demographic diversity led to increased work on race, racism, and the challenges of inequality, and human rights. We shall discuss these periods of research and debates in that order in this paper. Unfortunately, much has been left out, such as contributions by French sociologists, research on first nations, and much more. [1] Early Chicago sociologists, sometimes referred to as The Chicago School, did extensive research in race and ethnic relations. Those particularly concerned with ethnic studies included Robert E. Park, W.I. Thomas, Louis Wirth, and their students (Persons, 1987:33). Thomas and Park emphasized quite different assimilationist and pluralist contributions, and two of their students, Charles Dawson and Everett Hughes, who began Canadian sociological studies at McGill, also emphasized ethnic and race relations. Robert Park is well known for his race relations cycle which evolved as a sequence of stages from the initial social contact (which often resulted in conflict) to competition, accommodation, and, finally, assimilation of ideas, cultures, or populations. …

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)0.006
metaresearch head score (Gemma)0.003
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: none
Teacher disagreement score0.958
Threshold uncertainty score0.100

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0120.023
Scholarly communication0.0100.005
Open science0.0010.006
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0110.001

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 head0.044
GPT teacher head0.302
Teacher spread0.258 · 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

Citations11
Published2001
Admission routes2
Has abstractyes

Explore more

Same venueThe Canadian Journal of SociologySame topicCanadian Identity and HistoryFrench-language works237,207