Imaginäre Naturverhältnisse: Psychoanalytische Einsichten zur Herstellung ontologischer Sicherheit in Berlin, Vancouver und Singapur
Bibliographic record
Abstract
Abstract. A central diagnosis driving research around social relations of nature is the thesis of the “end of nature”. In an era marked by climate change and global warming, the image of nature as a pristine and stable foundation of human existence seems outdated. In light of this, recent scholarship demonstrates how environmental changes and conflicts increasingly affect people's daily lives and present significant threats to psychic well-being. In contrast, in this paper we investigate the conditions under which nature continues to function as an effective source of `ontological security'. As part of an international comparative research project that engages geographical imaginaries of security and insecurity in Berlin, Vancouver, and Singapore, we analyze how nature is imagined by city dwellers as an object of desire that offers a place of refuge to escape the burdens from urban everyday life. Against this background, we emphasize imaginary nature as a powerful everyday source for the ontological security of subjects even under today's postnatural conditions.
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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 | 0.004 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.011 | 0.023 |
| Scholarly communication | 0.011 | 0.004 |
| Open science | 0.001 | 0.008 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.004 | 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 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".