Healing the Earth. November 3, 2024. Chorealis
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
Healing the Earth November 2, 2024 Chorealis Welcome & Announcement Hymn #163 For the Earth Forever Turning by Kim Oler Kindling the Chalice - All Animal Chalice by Mark Causey Responsive Reading - The Womb of Stars by Joy Atkinson Reading - Reading - At Arm's Length by Karen G. Johnston Hymn - Cherish The Earth Chorealis Sharing Our Abundance – Edmonton Food Bank From You I Receive Hymn 1068 Rising Green Candles of Care & Connection - We Shall Sing by Laurence Cole Chorealis Message - The Butterfly Effect Meditation • In Word - Earth Day Prayer by Laura Horton-Ludwig • In Silence • In Music - Deep In My Soul by Gordon Ritchie Chorealis Video - The Return of Earth/She by Christopher Sims Hymn - Call Us Again by Rev Audrey Brooks and Gordon Ritchie Closing Words - Charge from the Earth by Irene Glasse, Rebekah Savage Postlude - Be Well by Gordon Ritchie Chorealis Extinguishing the Chalice - Blessed by Our Connections by Susan Karlson Carry the Flame
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.012 | 0.018 |
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