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Record W3123606382 · doi:10.4309/jgi.2021.46.15

The Case for Uniform Loot Box Regulation: A New Classification Typology and Reform Agenda

2021· article· en· W3123606382 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.

venuePublished in a venue whose home country is Canada.
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

VenueJournal of Gambling Issues · 2021
Typearticle
Languageen
FieldPsychology
TopicGambling Behavior and Treatments
Canadian institutionsnot available
Fundersnot available
KeywordsTypologyLegislatureDatabase transactionPolitical scienceHumanitiesBusinessAdvertisingSociologyArtLawComputer science

Abstract

fetched live from OpenAlex

The recent exponential increase in the presence of loot boxes and other forms of microtransactions in online games, together with the consequential development of a “token economy,” have created regulatory challenges around the world. The similarities between loot boxes and traditional forms of gambling give rise to serious and long-term psychological and financial risks, particularly among a largely minor, vulnerable audience. Regulators must, therefore, decide whether loot boxes and microtransactions should be addressed in the same manner as traditional gambling activities. Recognizing that the legal definition of gambling is a policy matter for different legislatures, this paper proposes a new classification framework for loot boxes and microtransactions that could be adopted as a guide by regulators and gaming publishers operating in the global, hyper-connected landscape of online gaming. The framework is designed to assist policy makers to achieve consumer welfare goals while also not unduly restricting the ability of adult consumers to make informed decisions as to when they participate in gambling-like activities or inappropriately interfering with the legitimate commercial endeavors of game developers. This paper advances nascent commentary in relation to the growing integration of microtransactions and loot boxes in the structure and content of video games and outlines a reform agenda informed by regulatory global responses to the issue.RésuméLa récente augmentation exponentielle des coffres à butin et d’autres formes de microtransactions qui sont intégrées aux jeux en ligne et favorisent une « économie de jetons » a donné lieu à des défis réglementaires dans le monde entier. Les similarités entre les coffres à butin et les formes traditionnelles de jeux de hasard ont entraîné de graves risques psychologiques et financiers à long terme, particulièrement chez un public en grande partie mineur et vulnérable. Les organismes de réglementation doivent donc décider si les coffres à butin et les microtransactions devraient être abordés de la même façon que les activités liées aux jeux de hasard traditionnels. Cet article reconnaît que la définition juridique des jeux de hasard est une question de politique relevant de différentes assemblées législatives, et propose pour les coffres à butin et les microtransactions un nouveau cadre de classification que pourraient adopter à titre de guide les organismes de réglementation et les distributeurs de jeux vidéo qui exercent leurs activités dans le contexte mondial hyperbranché des jeux en ligne. Ce cadre vise à aider les décideurs à atteindre des objectifs en matière de bien-être des consommateurs tout en ne restreignant pas indûment la capacité des consommateurs adultes à prendre des décisions éclairées concernant leur participation à des activités de type jeux de hasard, et en ne nuisant pas de manière inappropriée aux entreprises commerciales légitimes des développeurs de jeux. Cet article enrichit le discours naissant sur l’intégration croissante de microtransactions et de coffres à butin à la structure et au contenu des jeux vidéo, et décrit un programme de réforme éclairé par la réaction mondiale à la question sur le plan de la réglementation.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.702
Threshold uncertainty score0.281

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)0.0000.000

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 head0.365
GPT teacher head0.476
Teacher spread0.111 · 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