Normative Resistance and Inventive Pragmatism
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
Transgender individuals and families throw existing taxonomic classification systems of identity into perplexing disarray, illuminating sociolegal dilemmas long overdue for critical sociological inquiry. Using interview data collected from 50 cisgender women from across (primarily) the United States and Canada, who detail 61 unique partnerships with transgender and transsexual men, this work considers the pragmatic choices and choice-making capacities (or “agency”) of this social group as embedded within social systems, structures, and institutions. Proposing the analytic constructs of “normative resistance” and “inventive pragmatism” to situate the interactional processes between agency and structure in the everyday lives of this understudied group of cisgender women, this work theorizes the liminal sociolegal status of an understudied family form. In so doing, it exposes the increasingly paradoxical consolidation and destabilization of sociolegal notions of identity, marriage, normativity, and parenthood—challenging, contributing to, and extending current theoretical and empirical understandings of agency and structure in twenty-first-century families.
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 | 0.000 | 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 | 0.000 |
| 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