Glue, Oil, & Web: The Role of Community Newspapers
Bibliographic record
Abstract
One of the enduring institutions in many Canadian rural communities is the weekly community newspaper. Although such newspapers have been challenged by new technologies and consumption practices, they still play a unique role as a forum for local issues. This study began with the assumption that one element of communication is the maintenance of culture across time. Using that definition, one can ask if community newspapers assist a locality in defining itself, celebrating its values, promoting development, and cultivating a sense of social cohesion. The data for this paper is taken from two surveys of a sample of editors of community newspapers in Canada. The first survey was conducted in January/February of 2001, and it included 205 editors. The survey collected information on the content of the newspapers as well as the relationship between the newspaper and the community. The second survey, with 203 responses, was conducted in spring/summer of 2006. The paper offers snapshots of the survey results, affirming both the cohesive potential and the limited power of community newspapers. The paper contextualizes the data by evaluating how these newspapers operate in rural communities, as glue, oil and web. As glue, they help to hold a community together and enable it to talk to itself. The metaphor of newspaper communication as oil implies that a vibrant communications process will act as a lubricant for developing social cohesion. Just as patterns of trust and cooperation may assist economic trade, patterns of communication can enable social relations. Finally, the metaphor of the web implies that communications can be seen as lines of influence and interaction. Community newspapers can help to build and maintain the connections of trust necessary to link members of the community.
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 | 0.003 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.011 | 0.007 |
| Scholarly communication | 0.014 | 0.005 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 0.001 |
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".