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Record W7037761156

Episode 40: Syriana (2005) (Guest: Peggy McGuinness)

2025· article· en· W7037761156 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueeYLS (Yale Law School) · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Movements and Cultural Identity
Canadian institutionsnot available
Fundersnot available
KeywordsHuman rightsDiplomacyInternational lawInternational relationsGeopoliticsTerrorismPower (physics)International human rights law
DOInot available

Abstract

fetched live from OpenAlex

Syriana is a 2005 geopolitical thriller written and directed by Stephen Gaghan, based loosely on former CIA case officer Robert Baer’s memoir, See No Evil: The True Story of a Ground Soldier in the CIA's War on Terrorism. The film weaves together multiple storylines that involve a CIA agent, a U.S. energy analyst, a major transnational law firm, and an oil-rich Persian Gulf kingdom. It tackles complex themes of corruption, power, and terrorism from a distinctly post-9/11 vantage point. The film also suggests how law operates in transnational settings and how it seeks—but often fails—to tame the forces of ambition, greed, and power that drive the oil industry and America’s role in it. Guest: Margaret (“Peggy”) McGuinness Margaret (Peggy) McGuinness joined the St. John’s faculty in 2010. Professor McGuinness researches and teaches in the areas of international law and international human rights law. She has published widely on the subjects of international human rights law, international security and the resolution of armed conflict, and the role and influence of international law in the United States. Professor McGuinness’s current research examines U.S. diplomacy and its influence on international human rights governance. Her recent work includes, Human Rights Reporting as Human Rights Governance, published in Columbia Journal on Transnational Law. She is also the co-editor (with David Stewart, Georgetown Law) of the forthcoming Edward Elgar Research Handbook on Law and Diplomacy (forthcoming 2021). Professor McGuinness serves on the Council on International Affairs of the New York City Bar and the Executive Committee of the International Section of the New York State Bar Association, where she is also co-chair of the Public International Law Committee. Professor McGuinness previously worked as a litigator for Paul, Weiss, Rifkind, Wharton & Garrison LLP. Her career in the law follows an early career as a Foreign Service Officer with the State Department, which included service in Germany, Pakistan and Canada, and as a Special Assistant to Secretary of State Warren Christopher. Timestamps: 0:00 Introduction3:00 The context and setting 5:24 The film’s multiple storylines8:28 Former CIA agent Robert Baer19:22 Capital markets and energy derivatives25:26 Big oil in the early 2000s and today28:28 Big law and the Jeffrey Wright character 33:43 DOJ’s investigation37:14 The Foreign Corrupt Practices Act 42:40 The illusion of due diligence 47:40 Radicalization53:06 Gulf monarchs 55:10 Targeted assassination1:01:14 The next movie: big tech and AI1:01:52 The outcome Further Reading: Alyson, Brusie et al., “Foreign Corrupt Practices Act,” 61 Am. Crim. L. Rev. 713 (2024) Baer, Robert, See No Evil: The True Story of a Ground Soldier in the CIA's War on Terrorism (Crown, 2003) Kahrl, William L., “The Politics of the California Water: Owens Valley and the Los Angeles Aqueduct, 1900 – 1927,” Hastings West-Northwest J. Envt’l L. & Policy, vol. 6, nos. 1 & 2 (2000) Lewis, R. James & Awan, Akil N. eds. Radicalization: A Global and Comparative Perspective (Oxford Univ. Press, 2024) Stiglitz, Jospeh E., Globalization and Its Discontents (W. W. Norton & Co. 2002)

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.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.817
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.001

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 head0.016
GPT teacher head0.300
Teacher spread0.284 · 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