Football, the 2022 Qatar World Cup, and Sportswashing
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.
Bibliographic record
Abstract
Alongside the Summer Olympics, the FIFA Men’s World Cup is one of the two most popular sporting events on the planet. As a truly transnational spectacle, it represents a special opportunity for the host to project an attractive public image around the globe. Qatar has attained exceptional wealth, primarily through gas and oil exports, and has been enacting innovative foreign policies, such as hosting the World Cup in 2022 with the intention of generating an attractive public image of legitimacy, which grants the ‘soft power’ that enables them to transcend their small state constraints. In this commentary, we present our opinion on how before, during, and after the tournament, Western/British media portrayed a narrative that was based on a polarised Western-Middle Eastern cultural conflict that significantly limited Qatar’s ability to transform their hosting of the World Cup into a more positive public image. We frame this by outlining how this approach and these beliefs are essentially driven by Orientalist accusations that position Western ideals as superior to Arabic ones, and we contend, using a Weberian approach, that this was – essentially – an unfair turn of events given the still young (comparable to the West) historical development of Arab states.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.006 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it