Logics and practices of transparency and opacity in real-world applications of public sector machine learning

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From Street-Level to System-Level Bureaucracies: How Information and Communication Technology is Transforming Administrative Discretion and Constitutional Control

Mark Bovens and Stavros Zouridis. 2002 · 2002

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The role of trust in automation reliance

Mary T Dzindolet, Scott A Peterson, Regina A Pomranky, Linda G Pierce, and Hall P Beck. 2003 · 2003

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What’s measured is what matters: Targets and gaming in the English public health care system

G Bevan and C Hood. 2006 · 2006

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Prospective crime mapping in operational context

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Public values: An inventory

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A compendium of research and analysis on the Offender Assessment System

Robin Moore (Ed.). 2015 · 2015

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How the machine ‘thinks’: Understanding opacity in machine learning algorithms

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StatRec — Performance, validation and preservability of a static risk prediction instrument

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Slave to the algorithm? Why a ‘right to an explanation’ is probably not the remedy you are looking for

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Algorithms in Durham Constabulary custody suites — How accurate is accurate?

Sheena Urwin. 2017 · 2017

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