The Human Machine Art Interface: Arcade Port Aesthetics and Production Practices
Bibliographic record
Abstract
This research focuses on the aesthetic properties and production processes of arcade to home computer game ports during the 1980s and 1990s, in particular arcade titles originating in Japan that were licensed by UK based software houses for the 8-bit and 16-bit microcomputer market. The conversion teams worked within the unique constraints of 6 main platforms, namely the ZX Spectrum, Amstrad / Schneider CPC, Commodore 64, Atari ST, Commodore Amiga, and MS-DOS PC. In all the examples discussed, the original arcade cabinet was used as the core audiovisual and gameplay reference. As a human mediated process, the conversion of the digital material of arcade game to home computers not only bore the audiovisual constraints of the target platforms, but also the creative signatures of the conversion teams. The most successful home ports succeeded in capturing the essence of the arcade originals, while positively augmenting the gameplay, narrative, and overall aesthetic.
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 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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".