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Record W3005791316 · doi:10.1080/13533312.2020.1721287

From Wargaming to Peacegaming: Digital Simulations with Peacekeeper Roles Needed

2020· article· en· W3005791316 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueInternational Peacekeeping · 2020
Typearticle
Languageen
FieldPsychology
TopicEducational Games and Gamification
Canadian institutionsCanadian Forces College
Fundersnot available
KeywordsPeacekeepingConflict resolutionBattlefieldPublic relationsPolitical sciencePsychologySociologyLaw

Abstract

fetched live from OpenAlex

Militaries around the world have benefited from computerized games. Many recruits have been attracted to the military through military-style video games. After recruitment, games and simulations provide an important means of soldier training, including before actual deployments. However, electronic games are lacking for UN peace operations. The multidimensionality of peacekeeping has yet to be simulated in serious games to complement the many games that too often depict a binary battlefield of blue-team versus red-team (or, often in public games, good versus evil). Not only could soldiers benefit from nuanced and ambitious peace-related games, so too could civilian peacekeepers, and the public at large. Peacekeeping gaming should not be merely at the tactical level; the operational and strategic levels can be gamed as well. The decision-making in future peacekeeping simulations could help instruct conflict-resolution and critical thinking skills. The paper posits that such digital games could be an important tool for current and future peacekeepers, both military and civilian. Commercial games could also help educate the public on UN peacekeeping. The paper suggests that the United Nations partner with some member states and perhaps the video game industry to provide in-depth training simulations that mirror the challenges and complexities of modern peace operations.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.690
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.001

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 head0.034
GPT teacher head0.319
Teacher spread0.285 · 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