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Record W6927192648 · doi:10.26191/nf9e-p716

The Australian Freedom of Information legislation and its applicability to Sri Lanka: an empirical study

2021· article· en· W6927192648 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity of Canberra Research Portal · 2021
Typearticle
Languageen
FieldComputer Science
TopicArtificial Intelligence Applications
Canadian institutionsnot available
Fundersnot available
KeywordsLegislationEmpirical researchFreedom of informationGovernment (linguistics)Information system

Abstract

fetched live from OpenAlex

The Dissertation sets out the results of an evaluation of certain aspects of the Commonwealth of Australia's Freedom of Information Legislation and proposals to introduce a Freedom of Information Law in Sri Lanka. The major purpose of the study was: (i) to evaluate whether the Commonwealth FOI Act has achieved the objects of Parliament - whether members of the public could have a free access to government information subject to important exemptions. (ii) whether a FOI regime should be introduced to Sri Lanka In conducting my research, I devoted three chapters to FOI in Australia including the development of the legislation. I analysed key components of the legislation and researched to what extent the FOI Act has achieved its objects. I devoted two chapters towards the concept of transparency of government in Sri Lanka, the attitude of the Courts towards the concept of the right to information and whether Sri Lanka needs a Freedom of Information Act. In the last two chapters, I have devoted a chapter each to the concept of translocation of laws and about an ideal FOI Act for Sri Lanka, which is an adaptation of the Australian Act. The individual components of the methodology incorporated: (i) a literature survey of the Commonwealth FOI Act, Freedom of Information in the United Nations and in the USA; and Sweden, Canada and New Zealand; (ii) a literature survey concerning the transparency of government in Sri Lanka (ii) interviews with a cross section Commonwealth FOI administrators and key politicians, lawyers and a cross section of members of the press and public in Sri Lanka; and (iv) research of the Australian FOI legislation The empirical data present an analysis of key features of the Commonwealth FOI Act with particular attention to exemption clauses. I have recommended some amendments to the FOI Act in view of the Commonwealth Government's policy of outsourcing some of its activities and the creation of a position of FOI Commissioner. Finally my research indicates that Sri Lanka needs Freedom of Information legislation to meet the challenges facing a developing country that is endeavoring to reach 'newly developed status' early in the new millennium. Furthermore, international lenders and donors are now requiring that developing countries like Sri Lanka seeking aid, should show more transparency in its activities. I have drafted a Freedom of Jiformation Bill for Sri Lanka. I have based the draft on the Australian law adapted to suit the local conditions in Sri Lanka, which is in Appendix "G".

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)0.008
metaresearch head score (Gemma)0.026
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 score0.178
Threshold uncertainty score0.354

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.026
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.008
Science and technology studies0.0060.005
Scholarly communication0.0050.003
Open science0.0010.004
Research integrity0.0010.003
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 head0.104
GPT teacher head0.391
Teacher spread0.288 · 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

Citations0
Published2021
Admission routes1
Has abstractyes

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