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Record W3137590426 · doi:10.32370/ia_2021_03_07

Best International Practices of Combating Terrorism and Organised Crime by Special Units and Law Enforcement Agencies

2021· article· en· W3137590426 on OpenAlexvenueno aff
Nataliia Pavlovska, Maryna Kulyk, Yuliia Tereshchenko, Halyna Strilets, Anatolii Symchuk

Bibliographic record

VenueIntellectual Archive · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicMilitary, Security, and Education Studies
Canadian institutionsnot available
Fundersnot available
KeywordsLawLaw enforcementPolitical sciencePeacekeepingPublic administration

Abstract

fetched live from OpenAlex

Therefore, this unit as a component of the gendarmerie is built on the principle of a military unit. The gendarmerie, one of the few state institutions in France, has been in existence for over 200 years and has a status as DOI: 10.32370/IA_2021_03_07 a significant component of the country's armed forces and is an extremely important part of the police system. The gendarmerie is subordinated to the Ministry of Defense (on the authority of the Main Directorate), and on the ground - to the command of military districts. At the same time, the gendarmerie is at the operational disposal of the Ministry of Internal Affairs and the Ministry of Justice. Significant autonomy within the Armed Forces allows the gendarmerie to combine military functions with purely police and administrative ones. The difference between police and gendarmerie is that the police are civilian civil servants. They can wear civilian clothes and trade union and political freedoms. Gendarmes also have the status of servicemen and military ranks, always in uniform, not entitled to strike and are responsible for violations in accordance with military charters - from guardians to dismissal from service (for example, for the use of alcohol "in the performance of official duties" the gendarme is threatened arrest for up to 30 days). The need for the creation of the Austrian Special Forces was conditioned by the urgency of taking measures to ensure the safety of the flow of emigrants of Jewish nationality from the former USSR since in autumn 1973 against them was committed serious terrorist act. Special unit "Cobra" enters the warehouse of the Ministry of Internal Affairs and has got a double subordination: through direct combat engagement to the head of public safety, and in relation to personnel issues and logistics - the central command of the gendarmerie of the Austrian Ministry of Internal Affairs. Among the well-known British Special Political Service (Special Air Service, or SAS) is probably the best counterterrorism unit. Its component - Special Projects (SP) team - the main anti-terrorist squad. The Special Air Service and its Counter Revolutionary Warfare Squadron (CRW) unit, the Antirevolutionary Military Squadron, were founded in 1942. The feature of training SAS servicemen is to teach each soldier to possess all methods and means of combating terrorism. To achieve this, SAS trains all of its squadron through training cycles. Acquired skills are improved later in the SP-team's combat duties. The main thing in the work is the maximum approximation of training sessions to a real combat situation in the conduct of operations on the release of hostages, in the role of which are civilians. Anti-terrorist training of SAS and the development of practical measures for the release of hostages is facilitated by the fact that high-ranking members of the British Government, including the Prime Minister, are personally involved in it.

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 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)0.000
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.425
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.066
GPT teacher head0.344
Teacher spread0.278 · 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 teacher head, not a consensus.

Study designQualitative
Domainnot available
GenreEmpirical

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

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