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Record W1547227611 · doi:10.1111/rego.12016

Technical systems and the architecture of transnational business governance interactions

2013· article· en· W1547227611 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueRegulation & Governance · 2013
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicGlobal Financial Regulation and Crises
Canadian institutionsMcMaster University
Fundersnot available
KeywordsCorporate governanceSet (abstract data type)Scheme (mathematics)Political scienceTracingIndustrial organizationTransnational governanceBusinessEconomic systemEconomicsComputer scienceFinanceMathematics

Abstract

fetched live from OpenAlex

Abstract This article sets out the concept of a technical system and explores its ability to explain why some transnational regulatory domains are governed by a single transnational business governance ( TBG ) scheme, while in others there are many such schemes. By linking the numbers of TBG schemes that govern any particular transnational regulatory domain to technical systems in this way, important insights are provided into TBG interactions. Where technical systems are present, the TBG schemes that govern them will be specialized and complementary, rather than competitive. More generally, a technical systems approach illuminates the set of extended relationships that connect TBG schemes to the industry they seek to regulate. By tracing out these relationships we can reveal indirect interactions between TBG schemes that may be mediated through firms or market infrastructures. These indirect interactions can be obscured by approaches that only focus on the direct interactions among TBG schemes. The article analyzes two cases of TBG schemes in global finance. The first, derivatives, has a single overall TBG scheme. The second case, professional financial designations, has multiple competing TBG schemes.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.937
Threshold uncertainty score0.399

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)0.0000.000

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 head0.012
GPT teacher head0.201
Teacher spread0.189 · 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