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Record W7066242485

Hunter's hand book of Victoria Bridge, illustrated with wood-cuts. A brief history of that wonderful work, from the time that the first practical idea for its construction was submitted to the public in 1846, up to its completion in 1859. Also, a short sketch of the lives of the celebrated Stephensons ...

2014· article· en· W7066242485 on OpenAlexaboutno aff

Bibliographic record

VenueQSpace (Queen's University Library) · 2014
Typearticle
Languageen
FieldComputer Science
TopicAuthorship Attribution and Profiling
Canadian institutionsnot available
Fundersnot available
KeywordsBridge (graph theory)Great DepressionPeriod (music)PoliticsGovernment (linguistics)
DOInot available

Abstract

fetched live from OpenAlex

hunter's hand book of About this time a period of general depression seems t< have prevailed throughout the Province.We quote tin words of an article which appeased in the Toronto Leade on this subject, and from which we will take the liberty of drawing largely in these pages, as the statistics con tained therein were obtained from the first authority.u Five years, however, passed away, an epoch of social anc! commercial depression, and of political agitation, marked bj the one melancholy feature of a continual struggle for the ma- jority even to live.What energy, Montreal, as a commercial community possessed, was absorbed in the effort to finish th< railway, and out of Montreal, the bridge was not looked upoi with favour."Still the bridge was not lost sight of: on the contrary Mr. Young seldom failed, at the annual meetings of th< St. Lawrence and Atlantic Railway Company, to poinlj out its imperative necessity.It was not, however, till June, 1851, that the Directors of the above Company ol which Mr. Young was one, furnished Mr. Thos.C. Reefer, C. E., with instructions to make a survey of the bridge.I

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)0.000
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 score0.191
Threshold uncertainty score0.506

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.001
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 head0.026
GPT teacher head0.209
Teacher spread0.183 · 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

Citations0
Published2014
Admission routes1
Has abstractyes

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