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Record W2079799638 · doi:10.3138/ijcs.49.31

The Myth of the North American City Revisited: A Comparative Conceptual and Empirical Evaluation

2014· article· en· W2079799638 on OpenAlexvenueaboutno aff
Richard L. Cole, John Kincaid, Robert K. Whelan

Bibliographic record

VenueInternational Journal of Canadian Studies · 2014
Typearticle
Languageen
FieldSocial Sciences
TopicElectoral Systems and Political Participation
Canadian institutionsnot available
Fundersnot available
KeywordsMythologyRace (biology)Empirical researchTest (biology)SociologyCorporate governanceCharacter (mathematics)Social scienceHistoryGender studiesEpistemologyEconomicsManagement

Abstract

fetched live from OpenAlex

In The Myth of the North American City: Continentalism Challenged, Michael A. Goldberg and John Mercer articulate a largely “cultural deterministic” theory of urban development. Cities are shaped, they say, by their society’s cultural framework and “national character.” Given that American and Canadian cultures differ, their cities’ physical forms and governance differ too. Hence, there is no North American city. Using data from opinion surveys conducted in 2010 in Canada and the United States, among other data, we critique the North American City concept and test attitudinal hypotheses consistent with Goldberg and Mercer’s expectations. We concur that the concept of the North American city has little utility but also find little empirical support for most of the authors’ theses. All empirical attitudinal relationships, moreover, are mitigated significantly by factors of language in Canada and race in the United States.

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)0.001
metaresearch head score (Gemma)0.001
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 score0.673
Threshold uncertainty score0.936

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.214
GPT teacher head0.469
Teacher spread0.255 · 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 designObservational
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

Citations1
Published2014
Admission routes2
Has abstractyes

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