Megabooth: The cultural intermediation of indie games
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
This article considers the history, practices and impact of the Indie Megabooth and its founders in terms of their role as a 'cultural intermediary' in promoting and supporting independent or 'indie' game development. The Megabooth is a crucial broker, gatekeeper and orchestrator of not only perceptions of and markets for indie games but also the socio-material possibility of indie game making itself. In its highly publicized outward-facing role, the Megabooth ascribes legitimacy and value to specific games and developers, but its behind-the-scenes logistical and brokerage activities are of equal if not greater importance. The Megabooth mediates between a diverse set of actors and stakeholders with multiple (often conflicting) needs and goals and in doing so helps constitute the field of production, distribution, reception and consumption for indie games. 'Indie-ness' and independence are actively performed in and through intermediaries such as the Megabooth.
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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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