Resisting Negative Images and Stereotypes: One Latina Prospective Teacher’s Story
Bibliographic record
Abstract
This article focuses on one Latina prospective teacher’s act of resisting negative stereotypes regarding attire imposed upon her by a white female principal. The event is embedded within a larger life history study that explores the experiences of bilingual Latino prospective teachers in the elementary education program of a large Midwestern university. The selected narrative is contextualized in relation to resistance narratives. Patricia Morales tells about her experiences in U.S. schools. It explores how Patricia’s life history is marked by experiences of discrimination, yet how her constructions of these events represent “counterstories” (Delgado, 2000; Solorzano & Yosso, 2002) through which she “talks back” (hooks, 1989) to distorted images and stereotypes. Patricia’s narratives are shown to constitute creative acts of resistance through which she negotiates a positive and affirming identity (Suarez-Orozco & Suarez-Orozco, 2001) as a Latina prospective teacher. Keywords: preservice teachers; teacher education; Latino critical race theory; narrative inquiry
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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 | 0.009 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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".