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
Recent ethnographic work on the state has exposed a crack in one of the founding myths of modern political power. Despite the state's transcendental claim to wielding absolute, exclusive authority within national territory, scholars have shown that in much of the world there are, in fact, “too many actors competing to perform as state,” sites where various power blocs “are acting as the state and producing the same powerful effects” (Aretxaga 2003: 396, 398) Achille Mbembe (2001: 74), writing of the external fiscal controls imposed upon African countries during the late 1980s, has termed this a condition of “fractionated sovereignty”—the dispersal of official state functions among various non-state actors. There is, as Mbembe suggests, “nothing particularly African” about this situation (ibid.). Around the world, the power of various “shadow” organizations like arms dealers and paramilitary groups seems increasingly to depend upon their ability to out-perform the state in many of its definitive functions, from the provision of security and welfare to the collection of taxes and administration of justice (Nugent 1999; Nordstrom 2004; Hansen 2005). These observations present a serious challenge to conventional state theory. They force us to consider whether such conditions of fragmented, competitive statecraft might be better understood not as deviant exceptions to otherwise centralized political systems but, rather, as the way that government is actually experienced in much of the world today.
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 | 0.000 |
| 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 | 0.003 |
| 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