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Record W7020121529

The Infrastructure Trade: Built Relations of the Detroit River Border Region

2021· dissertation· en· W7020121529 on OpenAlexaffabout

Bibliographic record

VenueQSpace (Queen's University Library) · 2021
Typedissertation
Languageen
FieldSocial Sciences
TopicCross-Border Cooperation and Integration
Canadian institutionsQueen's University
Fundersnot available
KeywordsContext (archaeology)Work (physics)PopulationGovernment (linguistics)Order (exchange)
DOInot available

Abstract

fetched live from OpenAlex

Infrastructure is a popular unit of analysis among geographers and planners. The broad field of infrastructure studies provides a means of exploring the ways in which we materialize certain aspects of our communities. This study mines the extensive research into infrastructure and contributes new data and analysis in order to theoretically, historically, and empirically explore the social relations of trade infrastructure; here explored as infrastructure intended for the purposes of international trade that is geographically located within border regions. The context in which this study takes place is spatially located at the border of the U.S. state of Michigan and the Canadian province of Ontario. I also consider two different temporal contexts. First, I look to an historic case study of the first infrastructural crossing of the Detroit River between Windsor and Detroit—a period of roughly 40 years between 1870 and 1911—in order to locate historical consistencies in the economic forces that drive trade infrastructure. Second, I explore the contemporary case study of the Herb Gray Parkway in Windsor, Ontario and the eventual construction of the Gordie Howe International Bridge. This contemporary case features the unique involvement of Walpole Island First Nation (WIFN) and the ways that this Indigenous community informed the planning and development of the parkway and international crossing. A key thread running through these case studies is the inherently social nature of infrastructure. Setting infrastructure into motion require a great deal of social planning; the material expenditures of infrastructure could not exist without first laying a social groundwork that the planning process can move through. Ultimately, this social process is organized in a contractual apparatus that favors the distribution of infrastructural value to a financial class, while the local communities surrounding the infrastructure itself are relegated to securing minor contracts in the hopes of speculative economic benefit.

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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.415
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.001
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 head0.006
GPT teacher head0.246
Teacher spread0.240 · 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.

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

Citations0
Published2021
Admission routes2
Has abstractyes

Explore more

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