MétaCan
Menu
Back to cohort
Record W262466297

Who Are the "Canadians"?: Changing Census Responses, 1986-1996

2001· article· en· W262466297 on OpenAlex
Mónica Boyd, Doug Norris

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.

venuePublished in a venue whose home country is Canada.
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

VenueCanadian ethnic studies · 2001
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsCensusEthnic groupDemographyIndigenousGeographyEthnologyHumanitiesPopulationPolitical scienceHistorySociologyArtLaw
DOInot available

Abstract

fetched live from OpenAlex

ABSTRACT/RESUME At the close of the twentieth century, has become the fastest growing ethnic origin group, up from 0.5 percent in 1986 to nearly 4 percent in 1991 and to 31 percent in the 1996 census of Canada. From what groups did this indigenous label draw in the five years between the 1986-1991 and the 1991-1996 censuses? Using unpublished tabulations from the 1986, 1991 and 1996 Canadian censuses, this paper traces temporal shifts for a cohort of the Canadian-born age 25-44 in 1986 (and age 34-54 by 1996). We find that most of the increases between 1986 and 1991 in ethnic origin responses are accompanied by intercensal losses in British origin responses. Between 1991 and 1996, increasing Canadian responses went hand in hand with dramatic losses in both the British and French ethnic origin counts. In some provinces, notably the Prairie provinces of Alberta, Manitoba, and Saskatchewan, shifts also occurred out of other ethnic groups. A la fin du [XX.sup.c] siecle, les [much less than] Canadiens [much greater than] sont devenus le [much less than] nouveau [much greater than] groupe d'origine ethnique dont la croissance a ete la plus forte, leur pourcentage passant de 0,5 % en 1986 pres de 4% en 1991 pour atteindre 31 % dans le recensement du Canada de 1996. Quels groupes ont commence a afficher cette etiquette de [much less than] Canadien [much greater than] entre les recensements de 1986-1991 et de 1991-1996? A partir de tableaux inedits des recensements du Canada de 1986, 1991 et 1996, le present document degage les tendances dans le temps pour une cohorte de Canadiens de naissance ages de 25 a 44 ans en 1986 (et de 34 54 ans en 1996). La plupart des augmentations entre 1986 et 1991 dans les reponses indiquant [much less than]Canadien [much greater than] comme origine ethnique s'accompagnent de fortes reductions dans les reponses indiquant une origine britannique. Entre 1991 et 1996, la progression des reponses revelant une origine cana dienne est allee de pair avec de fortes chutes dans le nombre de personnes se disant d'origine britannique ou d'origine francaise. Dans certaines provinces, notamment les provinces des Prairies (Alberta, Manitoba, et Saskatchewan), des reductions ont aussi ete enregistree par d'autres groupes ethniques. INTRODUCTION During the past two decades, North American survey and census questions on ancestry or ethnic origins increasingly obtain responses that invoke indigenous labels rather than labels external to the country (Lieberson, 1985; Lieberson and Waters, 1988; Pryor, et. al., 1992). This is especially evident in Canada. single and multiple responses to the census question on ethnic origins increased from 0.5 percent in 1986 to nearly 4 percent in 1991, and escalated to 31 percent in the 1996 census. Canadian became the largest ethnic group, exceeding even the two charter groups of British -- English, Irish, Scottish and/or Welsh -- and French (Renaud and Norris, 1999; Statistics Canada, 1998). Why the change? Conducted between 1972 and 1991, a number of surveys have probed the ethnic affiliations of various groups living in Canada. The resulting analyses have produced three generalizations that are useful for understanding the increasing selection of ethnicity by census respondents. First, the selection of a label was never that unusual for survey respondents during the late twentieth century although response levels did vary with the concept studied (identity versus origins), question wording, and/or the existence of an explicit reference to the term. Second, the percentages of survey respondents who declare varied by metropolitan, provincial, and regional locations. The 1974 and 1991 national surveys on ethnic and multicultural attitudes found that respondents outside Quebec were most likely to reply with those residing in Quebec answering French-Canadian in 1974 and provincial (Quebecois) in 1991. …

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.442
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0040.002
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.131
GPT teacher head0.349
Teacher spread0.218 · 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