Expanding <scp><i>Nature</i></scp>: <scp>Product line</scp> and brand extensions of a scientific journal
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
Abstract Academic publishers now market their most prestigious journals as commercial brands. This paper investigates this trend in the scholarly publishing market, by analyzing how the successive owners of the journal Nature have capitalized on its reputation to generate additional profits to those already accumulated through university library subscriptions. Two branding strategies of the journal Nature are analyzed: the first one, product line extension, consists in extending the Nature brand in the same product category, by creating an ever‐increasing number of derived Nature journals; the second one, brand extension, consists in extending the Nature brand to other categories of products and services, such as academic rankings, sponsored supplements, feature advertisements, or webinars and trainings. The Nature brand leveraging strategy has been imitated by many other journal publishers. These branded products and services are well suited to the particular dynamics of the scientific field, which is based on the continuous quest for recognition. They are thus sold at all stages of the research cycle, from writing grants to popularizing research results, to scientists and academic institutions competing to accumulate symbolic capital. In this respect, academic publishers that engage in scholarly journal branding contribute to the transformation of the scientific ‘community’ into a scientific market.
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 | 0.051 | 0.575 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.036 | 0.146 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.059 | 0.008 |
| Open science | 0.003 | 0.002 |
| Research integrity | 0.000 | 0.003 |
| 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