Material Weapons: Paratext, Ethics, and Testimony in Carmen Aguirre’s Something Fierce
Bibliographic record
Abstract
From its title onward, Something Fierce uses a host of material strategies that position the book as a testimonio – narrating Carmen Aguirre’s Memoirs of a Revolutionary Daughter not only as a coming-of-age memoir, but rather as the communal story of the Chilean resistance, expressing an urgent justice claim, and invoking readers’ responsibilities as witnesses. To develop my analysis of Something Fierce, I consult scholarship on paratext, the genre of testimonio, and research on the ethical and political stakes of testimonies as cultural commodities. I thus establish the key role of paratext as strategic “thresholds of interpretation” (Genette) that allow renegotiating the dynamics of the memoir’s national and transnational “testimonial transactions” (Whitlock). In so doing, I demonstrate how the material envelope of Something Fierce serves to mobilize testimony’s call-and-response dynamics, to revise the power-balance between the testifying subject and their addressees – asserting authorial agency and invoking audience’s implication.
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How this classification was reachedexpand
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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 teacher head, 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".