Beyond the Edges: Crossing the Boundaries of Identity within Autobiographical Beginnings
Bibliographic record
Abstract
Abstract In this chapter, I explore my autobiographical beginnings as a means of better understanding what brought me to the research I explore throughout this text. As Clandinin and Connelly as well as Clandinin and Caine suggested, examining our own stories along with the stories of our research participants is essential to understand the identity-making process. Autobiographical beginnings within narrative inquiry bring to the surface those factors influencing the researcher’s perspectives, thus locating the researcher within the inquiry as well as within a larger life context. The experience of metaphorically travelling back into the muskeg where I grew up in Northern Saskatchewan and then writing about it shaped the structure of my reflections on this inquiry into identity-making and curriculum making on the edges of community. In this chapter, I refer to the edges of community as a metaphorical space or spaces occupied by people positioned or constructed as marginalized from a dominant norm positioned or constructed as central to a community. I suggest a reframing of our understanding of spaces conventionally referred to as marginalized as well as contend that the notion of marginalization, itself, is a metaphor. In my inquiries into identity-making and curriculum making, I attend to the ways in which people’s positioning within communities is complex and shifting. As this chapter illustrates, our individual identities are multivalent and inextricably intertwined with who we are, who we were, and who we wish to become, whether we are researchers, teachers, or pre-service teachers.
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.
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.004 | 0.010 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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; both teacher heads agree on what is shown here.
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".