Male Teachers as Role Models: Addressing Issues of Masculinity, Pedagogy and the Re-Masculinization of Schooling
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This article focuses on the call for more male teachers as role models in elementary schools and treats it as a manifestation of “recuperative masculinity politics” (Lingard & Douglas, 1999). Attention is drawn to the problematic gap between neo-liberal educational policy–related discussions about male teacher shortage in elementary schools and research-based literature which provides a more nuanced analysis of the impact of gender relations on male teachers ’ lives and developing professional identities. In this sense, the article achieves three objectives: (1) it provides a context and historical overview of the emergence and re-emergence of the male role model rhetoric as a necessary basis for understanding the politics of “doing women’s work ” and the anxieties about the status of masculinity that this incites for male elementary school teachers; (2) it contributes to existing literature which traces the manifestation of these anxieties in current concerns expressed in the popular media about the dearth of male teachers; (3) it provides a focus on research-based literature to highlight the political significance of denying knowl-edge about the role that homophobia, compulsory heterosexuality and hegemonic masculinity play in “doing women’s work. ” Thus the article provides a much-needed interrogation of the failure of educational policy and policy-related discourse to address the significance of male teachers “doing women’s work ” through employing an analytic framework that refutes discourses about the supposed detrimental influences of the feminization of elementary schooling.
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.
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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it