Bibliographic record
Abstract
An Canach vol 15, Winter 2003 Newsletter of the Clan Henderson Society editor Russell Henderson Dr. Donald A. Henderson Honored at Christmas Walk Ceilidh in Alexandria President’s Message - Rex A. Maddox High Commissioner Has Long Association with the Gathering of the Clan in North America - Loulie Henderson Heather Renee Henderson and Michael Ray Osborn Married in Kentucky President Names New North East Region Commissioner Henderson Roots & Twigs - Dr. Horace Loftin Flowers of the Forest MacStork Irish Settlement in Upper Canada - Kristen McKendry Clan Henderson Society of Canada 2003 International Gathering of the Clans in Nova Scotia AGM 2002, Murfreesboro Tennessee From the Chaplain - Rev. C. Fred Sanford December Ceilidh in Alexandria CHS Constitution and Bylaws 2002 Games, Festivals, and Gatherings Gleanings from the Life of Samuel Henderson - Maurine Harrison Scottish Tour Available in 2003 Ode to the Thistle - Guri Henderson
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 | 0.000 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.442 | 0.015 |
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".