Bibliographic record
Abstract
Few scholars today question the binary relationship between imperialism and violence, and French historians are no exception. In recent years, a multitude of studies have appeared concerning the violence inherent in the conquest of the nineteenth-century Gallic empire, the maintenance and defense of the colonial system, and the decolonization process—massacres and torture during the Algerian War, for example. Such works often reflect Etienne Balibar’s definition of “structural violence”: an essential component of a repressive system, maintaining unequal social relations while defending “the interests, power positions, and forms of social domination.”1 This hegemony took various guises at different times throughout the history of French imperialism, operating in tandem with assaults on the indigènes (the term adopted by the authorities for natives). It could involve surveillance and intelligence gathering, security forces, and judicial-penal institutions employed to harass and control the colonized. Yet it also resulted from the forced pacification of native peoples (Alice Conklin refers to this policy as an “act of state-sanctioned violence”) and the imposition of the indigénat—the loose collection of rules that granted extraordinary police and disciplinary powers to the colonial administration, along with the imposition of forced labor and taxation.2 The ultimate defense of this system, and indeed its brutal apogee, emerged during the wars of decolonization, in which tens of thousands of the colonized were killed in Algeria and Indochina, while countless others were subjected to torture and incarceration.
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 | 0.002 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.006 | 0.005 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.029 | 0.004 |
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".