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Record W2340431488 · doi:10.14288/1.0106169

A study of the use of plebiscites and referendums by the Province of British Columbia.

2012· article· en· W2340431488 on OpenAlexaboutno aff
Audrey Marilyn Adams

Bibliographic record

VenuecIRcle (University of British Columbia) · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Media and Politics
Canadian institutionsnot available
Fundersnot available
KeywordsGeographyPolitical science

Abstract

fetched live from OpenAlex

This thesis is a study of the use of plebiscites and referendums by the Province of British Columbia to discover: why they were used; what were the advantages and/or disadvantages of their use; and what significance their use to the system of responsible government. Before any conclusions could be drawn on these questions, it was necessary first to define their place in political theory. Then it was necessary to examine each plebiscite to discover what its circumstances were; what, if any, pressure groups were active pro or con the subject of the plebiscite; how did the political parties react to the plebiscite and what degree of public interest was aroused by it. To obtain this information, research was conducted into private letters and papers of the premiers concerned, if available; leading newspapers for the periods concerned; party programmes and pamphlets if available; government documents and interviews with or letters from former party members and the staffs of the Chief Electoral Officer's Department; the Attorney-General's Department and the Provincial Secretary's Department. Most of the material used was found in the University of British Columbia Library, the Vancouver Public Library, the Provincial Library, the Vancouver Archives and the Provincial Archives. There was much more material available for the plebiscites of 1909, 1916 and 1920 than for those of 1924, 1937 and 1952. Where scarcity of material prevented the drawing of valid conclusions or observations, it has been noted.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.018
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.036
Threshold uncertainty score0.260

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.018
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.010
Science and technology studies0.0110.003
Scholarly communication0.0040.001
Open science0.0020.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0050.000

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 head0.032
GPT teacher head0.223
Teacher spread0.191 · 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 source (direct Gemma or distilled Codex), 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

Citations3
Published2012
Admission routes1
Has abstractyes

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