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Record W1993495738 · doi:10.1080/00358533.2015.1005360

Edward Gough Whitlam, 1916–2014: An Assessment of His Political Significance

2015· article· en· W1993495738 on OpenAlexaboutno aff
Derek McDougall

Bibliographic record

VenueThe Round Table · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicCommonwealth, Australian Politics and Federalism
Canadian institutionsnot available
Fundersnot available
KeywordsOpposition (politics)Coalition governmentPoliticsCommonwealthPolitical scienceFaithDemocracyPolitical economyPublic administrationLawSociology

Abstract

fetched live from OpenAlex

Gough Whitlam’s political significance lies in the first instance in his leading the Australian Labor Party into office at federal level in December 1972 after 23 years in opposition. As prime minister he instituted wide-ranging domestic reforms expanding the involvement of the Commonwealth government into many areas affecting the lives of ordinary Australians. He faced a declining economic situation and a parliamentary opposition determined to impede his reforms; the blocking of supply in the Senate culminated in Whitlam’s dismissal by the governor-general on 11 November 1975. In foreign policy, Whitlam repositioned Australia as an active middle power. His opening to China coincided with the Sino-American normalisation, leading to a new direction in Australian foreign policy that gained momentum in subsequent years; the fundamentals of the Australian relationship with the United States remained intact. Whitlam was motivated by a vision of ‘positive equality’ in government services as the basis of social democracy. From a contemporary perspective there is less faith in the efficacy of government action than was the case with Whitlam. His government bears comparison with the great reform governments in the Australian Labor tradition, as well as in Canada, the United Kingdom, and even 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 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)0.001
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.191
Threshold uncertainty score0.380

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0110.007
Scholarly communication0.0040.004
Open science0.0000.002
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0110.002

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 head0.095
GPT teacher head0.416
Teacher spread0.322 · 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 designQualitative
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

Citations2
Published2015
Admission routes1
Has abstractyes

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