More than bureaucratic objects: the mothers of the disappeared in Mexico and the potentialities of their investigation files
Bibliographic record
Abstract
The crisis of disappearances in Mexico started in 2006, when then‐president Felipe Calderón launched the war on drugs framed by a military perspective. Since then, more than 111,000 disappearances have been reported nationwide. Faced with this panorama of violence and uncertainty, a bureaucratic body has emerged which attempts to manage the search by, and mourning of, families who are still waiting for the return of their loved ones. This article addresses the way in which the official investigation carried out by the authorities plays a central role in the search process. Through the voices of thirteen mothers whose daughters and sons have disappeared, the investigation files adopt the category of a person‐object, which represents a type of presence of the victim. Thus, one of the central arguments is based on a reflection of how missing persons, through objects, continue to participate both in the daily lives of their relatives and in claims for justice against the Mexican state apparatus.
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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 | 0.003 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.016 | 0.009 |
| Scholarly communication | 0.005 | 0.004 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.002 |
| 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".