5. The Culture of Nature: The Environmental Communication of Gardening Bloggers
Bibliographic record
Abstract
This chapter analyzes approximately fifty Swedish and German gardening blogs to examine “ordinary” people’s media communication about environmental issues. The “difference-theoretical approach” that frames this study is described. The author finds that the communicative reactions of the garden bloggers to ecological concerns cohere around two ideas: domination over or partnership with nature. Blog entries generally concentrate on two main topics: consumption in terms of goods, and production in terms of gardening. These are topics with a high potential of connectivity. The chapter includes numerous quotes from the blogs as well as summarizations of the comments in response to blog posts. The topic of consumption can be addressed from several different perspectives; it is possible to argue for more or even less consumption without being aware of ecological consequences. However, topics concerned with production in home gardens are generally dominated by arguments for sustainable gardening, at least in text-based blogs. The author concludes that blogging is not so much about convincing people with different opinions as it is about coordinating the network of people who share similar interests and opinions.
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 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 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.004 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".