ICT and Institutional Transformations in the Global South
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
At a juncture where various streams questioning the role of ICT in democratic governance have joined, this paper explores how a traditional South Asian institution – the Guthi – is rejuvenated, if not resuscitated, by ICT, especially – but not only – by the Communication aspect, prompted by a cataclysmic event, and also propelled towards global normative priorities. The case came to attention after the major earthquake of 2015 in Nepal. The Guthi, the traditional institution of cooperative self-governance prevalent primarily amongst the Newars of Kathmandu Valley, was in serious decline and the earthquake laid bare the void it had left behind. Leveraging on ICT and following their traditions, the communities put forward the case for their participation in rebuilding efforts. Especially this, but also those possibilities in general, “spun off” new iterations of the Guthi: neo-Guthis, sub-Guthis, and quasi-Guthis. We argue that much of the criticism that is levelled against the Guthi today ignores these and solely focuses on the ancient, guthis. As we put forth, it was the reaction to the demand of the time as well as utilizing the tools available, and even adapting the organization(s) to do so, that enabled the rejuvenation of an indigenous institution.
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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| 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