“They’re Only a Quarter”: A Duoethnographic Exploration of Multiracial Fatherhood
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
In this duoethnography, we examine our own experiences of multiracial fatherhood to disrupt metanarratives about race, multiraciality, and privilege. By synthesizing critical multiracial theory and critical race parenting, we advance three propositions of critical multiracial parenting to attend to the permanence of (mono)racism, the shifting salience of multiraciality across time and space, and the possibilities of expansive pedagogical approaches to challenge racial rigidity. We weave together and disrupt each other’s narratives by presenting two scenes of multiracial fatherhood, complicating our understanding and assumptions of White privilege, multiracial identity, and generational proximity to an interracial union. Our hope is that our duoethnography is not a beginning nor an end; rather, we call on readers to continually add their voices to disrupt and complicate how whiteness works in family systems and multiraciality discourses.
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 | 0.000 | 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