Mediatization and the Absence of the Environment
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 Mediatization remains a key concept for theorizing how our ever-evolving and intensifying media and communications environment underwrites and (re)constructs our social world, yet the socio-ecological effects of mediatization processes remain relatively unacknowledged within this research field. However, mediatization must be conceptualized as a cogent process whose impact extends beyond the confines of the “media environment” to the natural environment. We make this argument by reviewing how three dominant traditions of mediatization scholarship: (a) institutionalist, (b) cultural/social constructivist, and (c) materialist conceptualize “the environment.” We argue that scholars rarely acknowledge the materialist dimension of mediatization despite it being a fundamental aspect of mediatization processes. Consequently, we bring discourse surrounding the materiality of mediatization to the fore by drawing on theories of materiality from media and communication studies in general and highlighting three material dimensions of mediatization processes in particular: (a) resources, (b) energy, and (c) waste. In doing so, we make explicit the implicit material dimensions of mediatization processes that have been largely overlooked but are directly linked to how we understand, theorize and react to the societal, cultural, economic, environmental transformations brought about by media.
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 | 0.001 | 0.001 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| 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)
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