The Flagstone V.24:No.6 [June 2019]
Bibliographic record
Abstract
Denman Conservancy Home and Garden Tour temptation / Katarina Meglic -- Denman Island Fire Department's 42nd annual pancake breakfast / Margie Gang -- Denman's Garden Club proudly presents its fourth annual hats and gloves party -- Islands trust trustee notebook information and misinformation on Denman Island / Laura Busheikin -- Cross pollination June 22 / Eli Hason -- According to Doug: the last 90 years of Canadian democracy / Doug Carrick -- The elements of creation: Summer solstice art performance and labyrinth -- The Farmers market nutrition coupon program is coming to Denman -- Readers and Writers Festival 2019 review -- Book review: Brother, I've been meaning to tell you, by David Charlandy / Cindy Critchley -- Book review: Mamaskatch, by Darrel J. McLeod / Jane Guest -- Workshops at the RWF / Stewart Goodings -- Obituary Patricia Jane McLaughlin (nee Hedley) June28, 1924-May 9, 2019 -- House cleaning woes of a garden tour host / Sandy Kennedy -- Denman Hardware news -- Complex Paper - Paper Sculpture and Patterning by John Tansley and Francesca Barker May 30-June 11 at the Denman Island Art Gallery -- Paintings by Dawn Stofer, Sculptures by Michael Dennis June 13-25 at the Denman Island Art Gallery -- Concerts Denman presents Steven Silverman, piano music by Schumann -- Denman Community Land Trust Association (DCLTA) update / Nancy Hoyano -- Lyrics tell the seniors affordable housing story / Wendy Boothroyd and Barb Heywood-Jones -- In 200 words or less: roads / Bill Engleson -- This place: one in 9000, balloon bombs in WWII / Graham Brazier -- July Denman studio tour / Shari Dunnet -- BC annual bat count / Denman Hornby bat project -- Co-existing with carpenter ants toxin free / Robin Braun -- 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 | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.005 |
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".