Digital Divide: A Discursive Move Away from the Real Inequities
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Full frame distilled prediction
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.
- Candidate categories
- none
- Consensus categories
- none
- Domain
- Candidate signal: noneConsensus signal: none
- Study design
- Candidate signal: QualitativeConsensus signal: none
- Genre
- Candidate signal: EmpiricalConsensus signal: Empirical
- Teacher disagreement score
- 0.383
- Threshold uncertainty score
- 0.247
- Validation status
machine_predicted_unvalidated·codex-gemma-dda1882f352a
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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
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.
- Teacher spread
- 0.207 · how far apart the two teachers sit on this one work
- Validation status
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
Abstract
Abstract Within the context of the telecommunications policy environment in the United States during the 1990s, the Department of Commerce's Falling Through the Net reports can be read as a 7-year ideological project to legitimize U.S. government's deregulatory policies. This article analyzes the "digital divide" as rhetorical trope in a neoliberal ideology, which placed responsibility for social and economic success in the emerging global information economy at the level of the individual and not the system, effectively foreclosing on any class-based analyses of the problems associated with the transition from a Keynesian welfare state and industrial economy to a neoliberal and globalized information economy. Unpacking the discursive significance of the "digital divide," with special focus on public libraries and projects of the Gates Foundation, illuminates how it foreclosed on the possibility of alternative problem definitions by making the problem a technical and administrative one rather than an issue of historic class struggle. The article draws on open-source projects in developing countries to offer an alternate frame for formulating policies for equitable access to information and communication technologies (ICTs). Keywords: Bill and Melinda Gates Foundationdigital dividedigital exclusiondigital inclusionpublic access computingpublic librariesuniversal accessuniversal service Notes 1. It is equally important to note that no identity is homogeneous, and conflicts are as common within as between capital, labor, and state identities. One needs only to consider the purpose of antitrust legislation to see that this is the case.
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.
The record
- Venue
- The Information Society
- Topic
- ICT Impact and Policies
- Field
- Engineering
- Canadian institutions
- University of Toronto
- Funders
- not available
- Keywords
- SociologyNeoliberalism (international relations)IdeologyContext (archaeology)Digital economyCapital (architecture)State (computer science)Public relationsPolitical economyPublic administrationPolitical scienceLawPolitics
- Has abstract in OpenAlex
- yes