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External Relations of the Regions: the Main Problems of Paradiplomacy Theory

2019· article· en· W2913821055 on OpenAlex
Ivan D. Loshkariov

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

VenueJournal of Law and Administration · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicCross-Border Cooperation and Integration
Canadian institutionsnot available
Fundersnot available
KeywordsNormativeDiplomacyEpistemologyPoliticsPolitical scienceInternational relationsLawPhilosophy

Abstract

fetched live from OpenAlex

Introduction: The article discusses the theoretical basis of research in the feld of paradiplomacy or external relations of intrastate administrative-territorial entities. Paradiplomacy is an umbrella concept within several theoretical approaches that are significantly close in content. The author analyzes the main problems in the theory of diplomacy related to the lack of heuristic potential and the lack of a formed conceptual grid. Materials and methods: from a theoretical and methodological point of view, the author uses the hermeneutic approach, which allows to combine descriptive techniques and analysis of the subjective aspects of the given phenomenon. In addition, the author relies on a comparative historical method and a normative political analysis, which makes it possible to ft the facts of political reality into the framework of political theory. The paradiplomatic practice of Russia, Brazil, Canada, USA, Tanzania, and the Republic of South Africa acted as the material for the study. Research results: the author has identifed three main problems of the theory of paradiplomacy, which delay its further development. The theory of paradiplomacy does not have clear answers for questions of the spatial transformation of administrative-territorial units and the relationship of these transformation processes with paradiplomatic activity. The theory of paradiplomacy is unable to explain the phenomena of multilateral interregional relations and the unevenness of paradiplomatic activity. Discussions and conclusions: the author states that the existing theoretical approaches to paradiplomacy are mainly descriptive in nature and do not address the problems of a methodological, epistemological and normative nature, which is an undoubted drawback.

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 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 score0.418
Threshold uncertainty score0.183

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.022
GPT teacher head0.335
Teacher spread0.313 · 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