The Centrelink Experiment : Innovation in Service Delivery
Bibliographic record
Abstract
Centrelink was established in 1997 as part of the Howard government’s bold experiment in re-framing social policy and re-shaping service delivery. Centrelink was the embodiment of a key tenet of the Howard vision for public service: a specialised service delivery ‘provider’ agency separated from the policy functions of the ‘purchaser’. Carved out of a monolithic Department of Social Security, Centrelink was established along ‘business lines’ operating 320 service centres and delivering payments to 10 million Australians. Although enjoying ‘monopoly provider’ status, the organisation was required to deliver services to many different clients on behalf of its ‘purchasing departments’ (up to 25 in total) under the terms of quasi-contractual service agreements. It was meant to demonstrate a greater level of both transparency and accountability for the administration of payments amounting to over $60 billion of Commonwealth expenditure. For many years there was a real ‘buzz’ around the Centrelink experiment and staff and clients were generally enthusiastic about the transformation. However, after around eight years, the experiment was reined in and Centrelink was placed under closer ministerial direction and under a new managing department. The experiment continues, but its trajectory reflects the different pressures impacting on such dedicated ‘services delivery agencies’. John Halligan, Professor of Government at the University of Canberra, is a foremost Australian expert on public sector governance and has published extensively on the evolution, form and behaviour of the public sectors in Australia and overseas. This volume is the culmination of an exhaustive empirical study of the origins and experience of ‘the Centrelink Experiment’. I commend this book to researchers, policy practitioners and students with an interest in policy innovation, change management and the realpolitik of public sector reform. John Wanna, Sir John Bunting Chair of Public Administration, The Australian National University
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.084 | 0.086 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.007 |
| Science and technology studies | 0.008 | 0.015 |
| Scholarly communication | 0.017 | 0.017 |
| Open science | 0.003 | 0.014 |
| Research integrity | 0.006 | 0.009 |
| Insufficient payload (model declined to judge) | 0.037 | 0.006 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".