Bibliographic record
Abstract
An expanding scholarship on interracial intimacy in colonial contexts has generally focused on cases of administrative disputes or judicial conflicts that brought “mixed couples,” “mixed-race families,” or “métis” to the attention of colonial authorities. But what of the lives and experiences of those who did not contest their legal status, remaining under the administrative radar and thus virtually invisible in the archives of the colonial state? This article tackles these issues in the context of the French colony of New Caledonia by analyzing the trajectory of a household established out of official sight, made up of a French settler, a Kanak woman, and their descendants. The goal here is to understand what this phenomenon of relative social invisibility reveals about the scope and limits of colonial domination “at ground level.” Combining ethnographic fieldwork and archival research, the article traces the conditions under which this family configuration was able to emerge and then endure for over fifty years. It finally disappeared after the death of the French settler, when each of the wider family groups—European and Kanak—to varying degrees sought to efface this awkward past within their respective social worlds.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.012 | 0.015 |
| Scholarly communication | 0.010 | 0.006 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.007 | 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".