The Flagstone v.12:No.1 [May 2007]
Bibliographic record
Abstract
New people at the Denman Island General Store / Jane Guest -- Trustee notebook / Louise Bell -- DIRA diary / Bill Engleson -- DIRCS Community Hall report for April / Boyd MacKean -- Profile of the month: Wade Rownd / Cindy Critchley -- Letters and commentary -- Flotsam and jetsam / Cindy Critchley -- Renewable energy on Denman Island / Barb Jones -- Denman Island weather retrospective for March 2007 / Keith Walker -- Hermitage Retreat schedule Summer 2007 / Lisa Devenish -- Denman Island Arts Centre: May happenings at the Arts centre / Cynthia Minden -- Denman Island Readers and Writers Festival July 20 to 22, 2007 -- Book review: The garden of Eden, by Sharon Butala / Danni Crenna -- Book review: Home schooling, by Carol Windley / Claire King -- Celebrating twenty years: Pottery Gala / Fireweed -- A dock on Denman Island / Harlene Holm -- Wanted: butterfly sightings / Andrew Fyson, Jenny Balke and J. Thornton -- The big blow / Jeronimo Miller -- God's dust / Katarina Meglic -- May 20 Denman Island potluck supper / Fireweed -- Familia Flamenca / Laura Busheikin -- Gourmet by Sally Rae: Mother's Day tea / Sally Dyck -- Uncertainty continues for community schools / Jack Mounce -- Canada Revenue Agency audits the Home and Garden Tour / Juan Barker -- Deep dark woods / Kevin Mitchell -- Denman Island Martini Lounge: Under the sea / Das Love Boot -- Confessions of a gentrified soul, part 23: book and other global worming concerns / Bill Engleson -- Bird notes / Patrick Fawkes -- Neighbourhood disaster preparedness and your ESS team / Edi Johnston / Community events listings
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 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 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; 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".