Bibliographic record
Abstract
This article seeks to present a study of gender and sexuality based on an Indigenous and theologically interpreted understanding of ourselves, wonderfully made by God, who formed our inward parts and knit us together in our mother’s wombs. If we understand personhood in general and gender in particular to be a matter of lived experience rather than merely a matter of physicality, biology, and physiology, then our hearts and our spirits can be open to experiencing all people as Creator made them rather than through very limiting, merely mortal definitions. This article accesses the lived experience of Anglican Archdeacon Venerable Rosalyn Kantlaht’ant Elm, born of the Oneida Nation, Bear Clan, whose name Kantlaht’ant means “One who Shakes the Leaves,” and who is identified by the Haudenosaunee term laksá. The concept of the Resurrection Body from Pauline scripture and a traditional hermeneutical lens are used to affirm that all that Creator makes has been, is, and always shall be glorious.
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 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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.012 | 0.053 |
| Scholarly communication | 0.007 | 0.009 |
| Open science | 0.001 | 0.009 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.005 | 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".