Bibliographic record
Abstract
Abstract Humans in the twenty-first century live under the specter of anthropogenic existential threats to human civilization and survival. What is the significance of humanity’s capacity for self-destruction to the meaning of “security” and “survival” in international politics? The argument is that it constitutes a material “revolution” in international politics—that is, the growing spectrum of anthropogenic existential threats represents a radical transformation in the material context of international politics that turns established truths about security and survival on their heads. The paper develops a theoretical framework based in historical security materialism, especially the theoretical proposition that the material circumstances of the “forces of destruction” determine the security viability of different “modes of protection”, political “units” and “structures”, and “security ideologies” in international politics. The argument seeks to demonstrate the growing disjuncture (or “contradiction”) between the material context of anthropogenic existential threats (“forces of destruction”); and the security practices of war, the use of military force, and the balance-of-power (“modes of protection”); the political units of nation-states and structure of international anarchy (“political superstructure”); and the primacy of “national security” and doctrines of “self-help” and “power politics” in international politics (“security ideologies”). Specifically, humanityapos;s survival interdependence with respect to anthropogenic existential threats calls into question the centrality of national security and survival in international politics. In an age of existential threats, “security” is better understood as about the survival of humanity.
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 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 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.031 |
| Scholarly communication | 0.011 | 0.009 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.004 | 0.007 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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".