MétaCan
Menu
Back to cohort
Record W7067842754

O Adido de Defesa na sua função diplomática e de apoio à política de Defesa Nacional

2021· other· pt· W7067842754 on OpenAlexaboutno aff

Bibliographic record

VenueRepositório Comum (Repositório Científico de Acesso Aberto de Portugal) · 2021
Typeother
Languagept
FieldEarth and Planetary Sciences
TopicGeochemistry and Elemental Analysis
Canadian institutionsnot available
Fundersnot available
KeywordsState (computer science)PoliticsContext (archaeology)Quarter (Canadian coin)
DOInot available

Abstract

fetched live from OpenAlex

Historicamente, o Adido de Defesa (AD) tem assumido um papel relevante na Política de Defesa Nacional (PND), integrando o mais importante instrumento da política internacional do Estado, a diplomacia. Complementarmente, e porque as mudanças verificadas mundialmente nas últimas décadas nos sistemas político, diplomático e militar – e que originaram alterações na documentação estruturante da Defesa Nacional –, nem sempre foram refletidas no normativo enquadrador do AD, foi objetivo deste estudo propor contributos para otimizar o papel estratégico do AD na sua função diplomática e de apoio à PDN. Alicerçado num raciocínio indutivo, associado a uma estratégia qualitativa e a um desenho de pesquisa do tipo estudo de caso, analisaram-se as entrevistas conduzidas a 27 especialistas (nove decisores políticos e militares; 12 AD Nacionais, e seis AD Estrangeiros, todos acreditados e residentes em Lisboa). Desta investigação, concluiu-se que: o AD é um dos instrumentos principais da Ação Externa do Estado Português, devendo continuar a depender hierarquicamente do Chefe do Estado-Maior-General das Forças Armadas nas ações de representação, mas funcionalmente da Direção-Geral de Política de Defesa Nacional; é necessário rever o seu dispositivo, e os processos de seleção e formação, incluindo a diplomacia económica; o atual posto poderá alterar-se, em casos excecionais.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.006
metaresearch head score (Gemma)0.010
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.016
Threshold uncertainty score0.059

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0040.006
Scholarly communication0.0060.003
Open science0.0010.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0130.001

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 head0.012
GPT teacher head0.239
Teacher spread0.227 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2021
Admission routes1
Has abstractyes

Explore more

Same venueRepositório Comum (Repositório Científico de Acesso Aberto de Portugal)Same topicGeochemistry and Elemental AnalysisFrench-language works237,207