Demarcating a Pure Land: CFido as a Cyberspace for Computer Amateurs in 1990s China
Bibliographic record
Abstract
The bulletin board system (BBS) significantly changed the production and transmission of knowledge in China’s information technology (IT). Launched in 1991, Chinese FidoNet (CFido) provided a virtual space for hobbyists to explore technology-for-fun and aggregated many future Chinese digital entrepreneurs, enabling them to experiment with business models and pursue open-source software with Chinese characters. CFido’s short history (1991–1998) also encapsulates the fast-changing dynamic between knowledge and its social context. CFido participants first perceived the BBS as a utopian “pure land” where grassroots intellectuals could develop software and digital technologies, free from outside interests and interventions. Yet the beginning of government control of cyberspace, the boom of the IT industry and e-commerce, and the transition from the dial-up BBS to the Internet led the CFidoers to diverging positions about amateurs and ultimately brought CFido to an end.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.023 | 0.020 |
| Scholarly communication | 0.010 | 0.008 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.005 | 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 source (direct Gemma or distilled Codex), 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".