Two-Spirit Identity and Indigenous Conceptualization of Gender and Sexuality: Implications for Nursing Practice
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
The word Two-Spirit is an umbrella term that is used to describe Indigenous peoples who are diverse in terms of their sexual orientation and gender identity, though community-specific definitions and roles for gender and sexual orientation are more extensive and varied. While the terminology of Two-Spirit is recent in its development, Indigenous conceptualizations of diverse gender identities, roles, and sexual orientations have existed since time immemorial and provide important insights into how cultural safety can be incorporated into caring practices. The purpose of this article is to introduce readers to the term Two-Spirit and to provide a broad overview of Indigenous conceptualizations of gender, sexuality, and spirit, to address implications for the nursing profession, and to outline potential applications of this knowledge in practice.
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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 | 0.004 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| 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