The prospects of Wattpad: Virtual library of the future or a publisher’s submission site?
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
The popularization of the internet has enabled the creation of a number of online publishing outlets. Peer-to-peer platforms allow readers and writers to interact with each other, seemingly eliminating the need for traditional gatekeepers in the form of the editor and publisher. These platforms, however, have been credited with the disturbance of the publishing ecosystem. One popular peer-to-peer site is Wattpad. Conversely, as discussed in this paper, the creators of Wattpad do not want to disrupt the traditional publishing infrastructure but become a part of it. The study analyzes the values incorporated in the design of Wattpad’s website and the mobile app through utilizing the walk-through method of data collection. The researcher outlines how a writer-user and reader-user could potentially be prompted to utilize the platform by analyzing the vision, operating model, and governance of the platform. The study discusses that there are hierarchies at play with the writer-user valued to a greater extent as an individual than the reader-user who is seen by the company as a currency that can be bought and sold. The paper concludes that Wattpad does not want to disrupt the publishing ecosystem because the values incorporated in the design of the platform are similar to the values of traditional publishers. Keywords: publishing industry, self-publishing, online publishing, Wattpad, peer-to-peer platforms, values in design, online users
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 | 0.005 | 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 | 0.001 |
| Open science | 0.003 | 0.001 |
| 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