MétaCan
Menu
Back to cohort
Record W1965884502 · doi:10.2307/4127287

Pepper in Our Eyes: The Apec Affair.

2002· article· en· W1965884502 on OpenAlexaffvenueabout
David Webster

Bibliographic record

VenuePacific Affairs · 2002
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Policy and Governance
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsPepperAdvertisingPolitical scienceBusinessHorticultureBiology

Abstract

fetched live from OpenAlex

Preface Acknowledgments Chronology of Events Part 1: Canada's APEC Summit, 1997 1. Policing, the Rule of Law, and Accountability in Canada: Lessons from the APEC Summit / W. Wesley Pue Part 2: Constitutional Fundamentals 2. Free Speech, Democracy, and the Question of Political Influence / Andrew D. Irvine 3. Relax a Bit in the Nation: Constitutional Law 101 and the APEC Affair / Margot E. Young 4. The APEC Protest, the Rule of Law, and Civilian Oversight of Canada's National Police Force / Donald J. Sorochan, QC 5. The Significance of the APEC Affair / Joel Bakan Part 3: Policing and Accountability 6. Someone to Watch over Me: Government Supervision of the RCMP / Philip C. Stenning 7. Hand in Glove? Politicians, Policing, and Canadian Political Culture / Nelson Wiseman 8. Forcing the Issues: Police Use of Force at the APEC Protest / Constable Gil Puder Part 4: Public Accountability in a Free and Democratic Society 9. Forces of Journalism / Terry Milewski 10. Personal Reflections on the Ill-Fated First APEC Inquiry / Gerald M. Morin 11. Raising the Dough: Funding for Lawyers at Public Inquiries / Karen Busby Part 5: Globalization and Canadian Rights 12. The 1997 APEC Summit and the Security of Internationally Protected Persons: Did Someone Say Suharto? / Obiora Chinedu Okafor 13. A Whole Theatre of Others: A Personal Account of APEC 1997 / Arnab Guha 14. Whither APEC? / Jane Kelsey Appendices References Cited Contributors Index

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.943
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.001

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 head0.021
GPT teacher head0.262
Teacher spread0.240 · 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 teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreOther

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

Citations19
Published2002
Admission routes3
Has abstractyes

Explore more

Same venuePacific AffairsSame topicCanadian Policy and GovernanceFrench-language works237,207