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Record W620034654 · doi:10.3138/9781442676176

Inside the Mosaic

2006· book· en· W620034654 on OpenAlexaboutno aff
Eric Fong

Bibliographic record

VenueUniversity of Toronto Press eBooks · 2006
Typebook
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsMosaicComputer scienceGeographyArchaeology

Abstract

fetched live from OpenAlex

Acknowledgments * Introduction: Immigration, Social Structures, and Social Processes ERIC FONG * Immigration and Diversity in a Changing Canadian City: Social Bases of Intergroup Relations in Toronto jEFFREY G. REITZ and JANET M. LUM * Residential Segregation of Visible Minority Groups in Toronto ERIC FONG * Metropolitan Government and the Social Ecology of Minority Residential Distribution: The Experience of Metropolitan Toronto WILLIAM MICHELSON * Immigration and the Environment: Polemics, Analysis, and Public Policy JOHN VEUGELERS *'Getting the Message': Effects of Canadian Law and Social Policy on Families That Immigrate to Toronto NANCY HOWELL * The Impact of Canadian Immigration Policy on the Structure of the Black Caribbean Family in Toronto JOE T. DARDEN * Ethnoracial Differences in Mental Health in Toronto: Demographic and Historical Explanations JACINTH TRACEY and BLAIR WHEATON * Does Social Capital Pay Off More Within or Between Ethnic Groups? Analysing Job Searches in Five Toronto Ethnic Groups EMI OOKA and BARRY WELLMAN * Different Crossings: Migrants from Three Chinese Communities JANET W. SALAFF Contributors

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 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)0.000
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: Other · Consensus signal: Other
Teacher disagreement score0.119
Threshold uncertainty score0.764

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.013
GPT teacher head0.189
Teacher spread0.176 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

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

Citations23
Published2006
Admission routes1
Has abstractyes

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Same venueUniversity of Toronto Press eBooksSame topicCanadian Identity and HistoryFrench-language works237,207