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Record W4213099108 · doi:10.1108/jchmsd-04-2021-0079

Past, present and future challenges for Australia's indigenous heritage management national policy

2022· article· en· W4213099108 on OpenAlexaff
Hilary du Cros

Bibliographic record

VenueJournal of Cultural Heritage Management and Sustainable Development · 2022
Typearticle
Languageen
FieldArts and Humanities
TopicCultural Heritage Management and Preservation
Canadian institutionsUniversity of New Brunswick
Fundersnot available
KeywordsIndigenousCommonwealthCultural heritage managementIndustrial heritageCultural heritageGovernment (linguistics)Political sciencePublic administrationValuesSociologyLaw

Abstract

fetched live from OpenAlex

Purpose Australia appears to be encountering a crisis in the protection of certain heritage places, despite its strong reputation in heritage conservation built up since the 1970s. Consequently, this paper examines changes to national cultural heritage management policy over the last few decades to understand more about this crisis. Design/methodology/approach Indigenous (Aboriginal and Torres Strait Islander heritage) was selected as the key focus. This paper applies a cultural heritage management framework tested first in Hong Kong to measure Australian paradigm change over 45 years. Findings It found the 1990s shift away from the provision of independent technical advice on national heritage policy has had a major impact. This shift is based on a change in ethos away from the earlier Whitlam/National Estate broader vision of heritage responsibilities towards a narrower more conservative one at the national level. Also, it found that studies and policymaking should allow for Indigenous voices. More Indigenous input in heritage policy formulation at all levels of government would further decolonise Indigenous heritage governance to deal justly with Indigenous Australians and their heritage. Research limitations/implications Resources did not allow for comparative studies of the non-Indigenous (historic) and natural heritage as part of the current study. Practical implications The study also included a consultation paper and an online conference presentation that have raised questions about the efficacy of current national policy on Indigenous places, on which a national conversation is urgently needed. The recent review of the National Heritage Strategy by the Australian Commonwealth Government based some of its proposed options on those listed in the consultation paper to initiate this conversation in a limited way. Social implications One finding is that attention to heritage policy and protection must be ongoing at all levels of government and inclusive of First People's human rights, particularly those concerning their heritage. In regard to Australia, most Aboriginal and Torres Strait Islander respondents in this study would like to see targeted funding return for more than just iconic Indigenous places and for the creation of a more independent heritage body that allows them more self-determination in the care of their heritage. Originality/value The paper's value is that it investigates the Australian Heritage Commission's impact in the development of Australian cultural heritage management and associated national policy. Also, it provides insights for other postcolonial or New World settler societies dealing with the same issues or any decision-makers considering establishing a national independent body to oversee heritage protection and policymaking.

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)0.016
metaresearch head score (Gemma)0.013
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.174
Threshold uncertainty score0.345

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0160.013
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0080.006
Scholarly communication0.0100.006
Open science0.0020.004
Research integrity0.0060.007
Insufficient payload (model declined to judge)0.0060.001

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 head0.065
GPT teacher head0.264
Teacher spread0.199 · 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 designNot applicable
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

Citations1
Published2022
Admission routes1
Has abstractyes

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