Bibliographic record
Abstract
Abstract Ecocriticism describes and confronts the socially uneven encounters and entanglements of earthly living. As a political mode of literary and cultural analysis, it aims to understand and intervene in the destruction and diminishment of living worlds. A core premise is that environmental crises have social, cultural, affective, imaginative, and material dimensions. Although ranging in its critical engagements across historical periods, cultural texts, and cultural formations, ecocriticism focuses on the aesthetic modes, social meanings, contexts, genealogies, and counterpoints of cultural practices that contribute to ecological ruination and resilience. These include myths about frontiers, progress, and human mastery over animality and nature; capitalist modes of valuing, devaluing, and radically transforming lifeworlds; and biopolitical and racialized inequalities in health, risk, development, and disposability. Ecocriticism also involves broad theoretical engagement with discursive formations and semiotic significations, including the interrogation of crisis frameworks and apocalyptic representations, considering their histories, scales, and temporalities, while also asking how any particular socioecological arrangement comes to count as a matter of concern, for whom, and in which contexts. The concept of nature is a long-standing theoretical topic in ecocriticism. While nature may seem, rather straightforwardly, to be the domain environmentalism seeks to protect, it is a concept on which hinge crucial and contested claims about ontology (the nature of something, such as assertions about human nature as an inherent, often determining set of shared qualities) and epistemology (how we know what is real, such as the scientific practices through which credible assertions can be made that the planetary climate is changing), claims whose modern authority has rested on positioning nature as a domain outside culture. While structuralist and poststructuralist theorists have destabilized the binary opposition of nature to culture, the political and epistemological imperative to engage with nature as simultaneously material and semiotic has spawned an array of theoretical developments, from Donna Haraway’s cyborg figure and other “natureculture” assemblages to new materialisms. Meanwhile, nature circulates as a commodity form and spectacle animating digital, film, and television screens as well as many other consumer products and experiences. Cultural studies approaches to ecocriticism raise questions about the relationships of visual, narrative, and sound representations to economic power, media technologies, and the material and social ecologies through which they are produced and which they form and transform.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.005 |
| Insufficient payload (model declined to judge) | 0.006 | 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".