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Record W2752649994

Grandes tendencias políticas y sociales de interés para la seguridad y la defensa. Perspectivas europeas y norteamericanas. Javier Jordán Enamorado

2017· article· es· W2752649994 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

Venuebie3: Boletín IEEE · 2017
Typearticle
Languagees
FieldBusiness, Management and Accounting
TopicLaw, Ethics, and AI Impact
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceHumanitiesAllianceEuropean unionBusinessPhilosophyInternational tradeLaw
DOInot available

Abstract

fetched live from OpenAlex

espanolEste informe se enmarca en el Programa Trabajos de Futuro, liderado por el Instituto Espanol de Estudios Estrategicos (IEEE), con el apoyo del Centro Conjunto de Desarrollo de Conceptos (CCDC). El informe ofrece un estado de la cuestion sobre los estudios prospectivos en materia de seguridad y defensa elaborados por la Alianza Atlantica, la Union Europea y distintos organismos vinculados a los Ministerios de Defensa de Alemania, Canada, Espana, Estados Unidos, Francia, Italia y Reino Unido. Se trata de trabajos que pretenden identificar, analizar y prever la evolucion de las tendencias globales que afectaran a la estabilidad y seguridad global en el largo plazo, en un horizonte temporal que, dependiendo del documento, oscila entre 2030 y 2045. El informe centra su atencion en las grandes tendencias politicas y sociales con impacto en los de ambitos militar y de Defensa. El informe aporta una revision de los resultados de esos trabajos, senalando sus similitudes, diferencias y visiones complementarias, asi como eventuales limitaciones y puntos de mejora. Previamente el informe introduce al lector en la naturaleza de este tipo de documentos y en las metodologias empleadas para su elaboracion. EnglishThis report is part of the Future Work Program, led by the Spanish Institute for Strategic Studies (IEEE), with the support of the Joint Conceptual Development Center (CCDC). The report presents a state of the art of prospective studies on security and defense prepared by the Atlantic Alliance, the European Union and the Ministries of Defense of Canada, France, Germany, Italy, the United Kingdom and the United Kingdom. These works aim to identify, analyze and predict the evolution of global trends that will affect global stability and security in the long term, in a time horizon that, depending on the document, ranges between 2030 and 2045. The report focuses on major political and social trends with an impact on the military and Defense sectors. The report provides a critical synthesis of the results of these works, pointing out their similarities, differences and complementary visions, as well as possible limitations and improvement points. Previously, the article introduces the reader to the nature of this type of document and to the methodologies used for its elaboration.

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.315
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0020.003
Scholarly communication0.0060.002
Open science0.0020.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0000.001

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 head0.333
Teacher spread0.263 · 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