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Record W2344729448

RAILROAD CROSSINGS: THE TRANSNATIONAL WORLD OF NORTH AMERICA, 1850-1910

2010· dissertation· en· W2344729448 on OpenAlexaboutno aff
Christine Ann Berkowitz

Bibliographic record

VenueTSpace · 2010
Typedissertation
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsGeographyEconomic geographyPolitical scienceHistory
DOInot available

Abstract

fetched live from OpenAlex

The last quarter of the nineteenth century is often referred to as the “Golden Age” of railroad building. More track was laid in this period in North America than in any other period. The building of railroads was considered synonymous with nation building and economic progress. Railway workers were the single largest occupational group in the period and among the first workers to be employed by large-scale, corporately owned and bureaucratically managed organizations. While there is a rich historiography regarding the institutional and everyday lives of railway workers and the corporations that employed them, the unit of analysis has been primarily bounded by the nation. These national narratives leave out the north-south connections created by railroads that cut across geo-political boundaries and thus dramatically increasing the flows of people, goods and services between nations on the North American continent. Does the story change if viewed from a continental rather than national perspective? Railroad Crossings tells the story of the people and places along the route of the Grand Trunk Railroad of Canada between Montreal, Quebec and Portland, Maine and the Atchison, Topeka and Santa Fe Railroad (and later of the Southern Pacific) between Benson, Arizona and Guaymas, Sonora. The study first takes a comparative view of the cross-border railroad development followed by a consideration of emerging patterns and practices that suggest a broader continental continuity. The evidence demonstrates that this broader continental continuity flows from the application of a certain “railroad logic” or the impact of the essence of railroad operations that for reasons of safety and efficiency required the broad standardization of operating procedures that in many ways rendered place irrelevant.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.842
Threshold uncertainty score0.998

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 science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

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 head0.011
GPT teacher head0.305
Teacher spread0.293 · 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
Published2010
Admission routes1
Has abstractyes

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