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Record W2590281169 · doi:10.14746/rie.2015.9.7

Bezpieczeństwo europejskie czterdzieści lat po podpisaniu Aktu Końcowego KBWE

2015· article· pl· W2590281169 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

VenueRocznik Integracji Europejskiej · 2015
Typearticle
Languagepl
FieldSocial Sciences
TopicEuropean Politics and Security
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceNegotiationInstitutionDiplomacyPoliticsEuropean unionOrder (exchange)Cold warInternational tradeLawBusiness

Abstract

fetched live from OpenAlex

The CSCE Final Act, signed in Helsinki in 1975, opened a new chapter in the search for the optimal security system in the Euro-Atlantic area, stretching from Vancouver to Vladivostok. It established a cooperative security system introducing a supra-bloc negotiation mechanism of political and economic cooperation, as well cooperation in such humanitarian fields as culture, education, exchange of information and interpersonal contacts. After the Cold War, CSCE organs were created and equipped with new competences in the field of preventive diplomacy and conflict resolution, but the evolution of the international order in Europe meant that, contrary to the original intention of the CSCE (renamed at the beginning of 1995 as the OSCE), it has not become the central institution of European security. As a result of the Eastern enlargement of NATO and the European Union, the principle of equal security for all participating states was abandoned. The OSCE remained a secondary institution specialising in what is called the soft aspects of security. The Ukrainian crisis, which broke out in the autumn of 2013, accompanied by other challenges and threats to security originating in other regions showed the need to revitalise the OSCE and create a Euro-Atlantic and Eurasian security community.

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)0.005
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.761
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.003
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.002
Science and technology studies0.0020.002
Scholarly communication0.0020.001
Open science0.0040.002
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0020.025

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 head0.070
GPT teacher head0.320
Teacher spread0.250 · 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