Osgoode Conference Looks at Corruption and What to Do about It
Bibliographic record
Abstract
Osgoode Conference Looks at Corruption and What to Do about It\nTORONTO, November 3, 2014 – York University’s Osgoode Hall Law School will host a major conference on November 6 and 7, 2014 that will look at corruption in business, finance, government and enforcement.\n“Understanding and Taming Public and Private Corruption in the 21st Century” will bring together top Canadian and international legal, political and media experts to explore what makes these sectors vulnerable to corruption, the systems that undermine anti-corruption intentions, and the failures of transparency and accountability efforts.\n“Corruption is not only a major problem for developing countries, it is also a critical issue for Canada in 2014,” said Professor François Tanguay-Renaud, Director of Osgoode’s Jack & Mae Nathanson Centre on Transnational Human Rights, Crime and Security, which is hosting the conference in partnership with the Osgoode Hall Law Journal.\n“In the past few years, there have been many disturbing high-profile cases of corruption that have garnered considerable media attention, generated public inquiries, and led to unprecedented court cases,” Tanguay-Renaud said. “These events have demonstrated that no level of government, agency or corporation is immune from corruption schemes. This conference will reflect critically on some of those experiences and responses to them.”\nThe conference is co-chaired by Ron Atkey, Adjunct Professor of National Security at Osgoode; Margaret Beare, Professor of Law and Sociology at Osgoode and York; and Cynthia Williams, Professor of Law and Osler Chair in Business Law at Osgoode. Key themes that will be explored at the conference include: •\nCorruption in undermining international economic development; •\nCorruption as a facilitator of organized crime; •\nCorrupt interactions between business and government; •\nCorruption within government institutions; •\nThe UN Convention against Corruption (UNCAC); •\nThe Foreign Corrupt Practices Acts and their extra-terrestrial reach; •\nThe adequacy of whistle-blowing legislation, policies and practices.\nKeynote speaker will be John Sandage, Director of the UN Office on Drugs and Crime’s Division for Treaty Affairs. In addition, leading thinkers on corruption will participate in panel discussions that will analyze recent domestic and transnational events in Canada and abroad from a wide variety of cutting-edge legal, sociological, and political perspectives, and propose constructive ways forward. Among the speakers, Julian Sher, Senior Producer at CBC’s the fifth estate, and John Ibbitson and Adam Radwanski, both of the Globe and Mail, will present on the media’s role in exposing corruption, and responsibilities of the media generally to accurately report levels and types of corruption.\nWHAT: “Understanding and Taming Public and Private Corruption in the 21st Century” AGENDA\nWHEN: Thurs. Nov. 6, 2014 from 9 a.m. to 5 p.m. & Fri. Nov. 7, 2014 from 9 a.m. to 1 p.m.\nWHERE: Moot Court (Room 1005), Osgoode Hall Law School of York University MAP\nREGISTRATION: HERE\n-30-\nYork University is helping to shape the global thinkers and thinking that will define tomorrow. York U’s unwavering commitment to excellence reflects a rich diversity of perspectives and a strong sense of social responsibility that sets us apart. A York U degree empowers graduates to thrive in the world and achieve their life goals through a rigorous academic foundation balanced by real-world experiential education. As a globally recognized research centre, York U is fully engaged in the critical discussions that lead to innovative solutions to the most pressing local and global social challenges. York U’s 11 faculties and 27 research centres are thinking bigger, broader and more globally, partnering with 288 leading universities worldwide. York U’s community is strong − 55,000 students, 7,000 faculty and staff, and more than 250,000 alumni.\nMedia Contact:\nVirginia Corner, Communications Manager, Osgoode Hall Law School of York University, 416-736-5820, vcorner@osgoode.yorku.ca
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 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 | 0.003 | 0.010 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.013 | 0.009 |
| Scholarly communication | 0.018 | 0.012 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.008 | 0.012 |
| Insufficient payload (model declined to judge) | 0.036 | 0.005 |
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".