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Record W4402709605 · doi:10.62477/jkmp.v24i3.444

“One Belt and One Road” vs. the Community of Human Destiny: Creating More Economic and Business Opportunities to the World

2024· article· en· W4402709605 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.

venuePublished in a venue whose home country is Canada.
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 Knowledge Management and Practice · 2024
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicBelt and Road Initiative
Canadian institutionsnot available
Fundersnot available
KeywordsDestiny (ISS module)BusinessEngineering

Abstract

fetched live from OpenAlex

Since being proposed by Chinese President Xi Jinping in 2013, the "One Belt and One Road (OBOR)" major initiative has been highly regarded by the international community, has responded positively to the relevant countries, and has become a Chinese national strategy. The vision and action documents for constructing "One Belt and One Road" have been formulated and written into relevant resolutions and documents of the UN Security Council. The "One Belt and One Road" initiative has actively responded to and participated worldwide in recent years. Noteworthy progress has been made in transforming the concept of "One Belt and One Road" from the vision to the real action. Compared with several significant plans in the history of world economic development, pushing forward the construction of "One Belt and One Road" has its characteristics and uniqueness. The goal of promoting the "One Belt and One Road" construction is to open wider to the outside world through promoting and further deepening reform, to achieve mutual benefit and win-win cooperation with other developed and developing countries, and to build a community of human destiny.

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)0.003
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: none
Teacher disagreement score0.798
Threshold uncertainty score0.340

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.170
GPT teacher head0.324
Teacher spread0.154 · 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