A Hole in the Wall: The Potential of Persistent Video-enabled Communication Channels to Facilitate Collaboration in Dispersed Teams
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
With advances in telecommunications and information technology, collaborations and teamwork are no longer bound by geography. However, challenges stemming from distance must be managed to ensure that teams work together successfully. One of the primary challenges is finding ways to facilitate communication and coordination across distance and time. Skype, Zoom, and other internet-enabled tools provide some potential to accomplish this; however, relatively few studies have been completed on the best ways to use a continuously open communication channel to facilitate teamwork within a geographically dispersed collaboration. This study contributes to this discussion by examining the use of such a channel by a dispersed lab. While this paper suggests the potential for similar collaborations, open audio and video communication channels can create the sense of social presence by reminding members that they are part of larger efforts, even when working at a distance. It managed to do so while addressing concerns of privacy and a potential for surveillance culture. These tools also complement the other well-established online ones as well as face-to-face meetings for project coordination and decision-making.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| 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