Chapter Three Attending to the Temporal Dimension of Narrative Inquiry into Teacher Educator Identities
Bibliographic record
Abstract
Purpose – The purpose of this chapter is to explore and make visible narrative thinking as an interpretive act in moving from field texts to research texts.Approach – The chapter shows a collaborative meaning-making process of three teacher educators/researchers as they inquire into their identities as teacher educators. The chapter is framed around a focus on temporality, one commonplace within the three-dimensional narrative inquiry space and also shows connections with the two other commonplaces of sociality and place.Findings – The researchers deepen the understanding of identity as situated in a continuity of experience in relation with others. They highlight how stories beget a storied response. They demonstrate that the experiential dimensions of sociality, temporality, and spatiality are interconnected. They find, through thinking narratively, that the relational is critical – both historically and in the present. Relationships shape a sense of self. This relational aspect of their research introduces ethical considerations. It is in honoring the stories they carry and the stories that are given to or shared with them that the possibility exists for shaping a responsive and attentive life.Research implications – Numerous authors have written about the relational aspects of narrative inquiry as a research methodology. This chapter shows ways in which the relational aspects of narrative inquiry shaped both our inquiry into and our understandings of our identities as teacher educators. These foundational aspects of the relational both in terms of narrative inquiry as a research methodology and in identity inquiry open up many future research possibilities which extend far beyond narrative inquiry into teacher educator identity.Value – Researchers utilizing a narrative inquiry approach will find a helpful explanation and demonstration of the process of making meaning of field texts by situating them within the three-dimensional narrative inquiry space.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.006 |
| Scholarly communication | 0.009 | 0.005 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.012 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".