The structural reshaping of globalization: Implications for strategic sectors, profiting from innovation, and the multinational enterprise
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Full frame distilled prediction
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.
- Candidate categories
- none
- Consensus categories
- none
- Domain
- Candidate signal: noneConsensus signal: none
- Study design
- Candidate signal: Theoretical or conceptualConsensus signal: none
- Genre
- Candidate signal: EmpiricalConsensus signal: Empirical
- Teacher disagreement score
- 0.542
- Threshold uncertainty score
- 0.323
- Validation status
machine_predicted_unvalidated·codex-gemma-dda1882f352a
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
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.
- Teacher spread
- 0.265 · how far apart the two teachers sit on this one work
- Validation status
score_only:v0-immature-baseline· verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it
Abstract
The rapid reshaping of the global economic order requires fundamental shifts in international business scholarship and management practice. New forms of protectionist policies, new types of internationalization motives, and new tools of techno-nationalism may lead to what we call ''bifurcated governance'' at the macro-level and ''value chain decoupling'' at the micro-level. As a result, innovation networks will require novel reconfigurations. We examine the emerging constraints on multinational enterprises, imposed by a bifurcated world order. We also discuss how the dynamic capabilities framework can guide scholars and managers alike to achieve new forms of evolutionary fitness.
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.
The record
- Venue
- Journal of International Business Studies
- Topic
- International Business and FDI
- Field
- Business, Management and Accounting
- Canadian institutions
- University of Calgary
- Funders
- not available
- Keywords
- Multinational corporationGlobalizationInternational businessStrategic managementEconomic geographyBusinessIndustrial organizationOrganizational cultureEconomicsEconomic systemManagementInternational tradeMarket economy
- Has abstract in OpenAlex
- yes