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Record W4410933342 · doi:10.64042/k3nyjh85

Revisiting Protectionism in the Global Economy: Economic, Supply Chain, and Technological Implications of the 2025 U.S. Tariff Policies

2025· article· en· W4410933342 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

VenueCristal International Journal of Interdisciplinary Research · 2025
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicEconomic Development and Digital Transformation
Canadian institutionsnot available
Fundersnot available
KeywordsProtectionismTariffEconomicsSupply chainInternational economicsInternational tradeBusiness

Abstract

fetched live from OpenAlex

The rise of protectionist policies, such as the 2025 U.S. tariff increases, marks a clear shift from globalization and creates complex challenges for global trade. This study evaluates the impacts of these policies on economic stability, supply chains, geopolitical tensions, and technological advancements. Using a multidisciplinary approach- political economy analysis, scenario modeling, and actor-network mapping- it explores both macro and micro effects. Findings reveal significant economic disruptions, including decreased trade in sectors like automotive and electronics, and inflation affecting U.S. households. Supply chains are restructuring as businesses relocate manufacturing to Southeast Asia and implement AI-driven logistics for resilience. Tensions have risen from retaliatory actions by partners like China and Canada, heightening market instability. Innovations like blockchain and AI logistics are key to mitigating these challenges. The study offers insights for policymakers and businesses on balancing protectionism with global collaboration while addressing issues like inflation and job losses. It guides diversification of supply chains and the use of emerging technologies for effective risk management. By presenting a framework for understanding modern protectionism, this research calls for more investigation into sustainable economic strategies in a fragmented world.

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)0.002
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: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.305
Threshold uncertainty score0.258

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
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 science0.0010.000
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 head0.075
GPT teacher head0.378
Teacher spread0.303 · 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