The Flagstone V.24:No.3 [March 2019]
Bibliographic record
Abstract
Buckman Coe Band with Tonye Aganaba -- Let's Bee Pesticide-Free Forum / Mary Jane Stewart -- Denman Island's Garden Club proudly presents local hero and seed-saving master Shirley Ward -- Islands Trust trustee notebook: questions about governance / Laura Busheikin -- Dine out for Denman's Island Pacifica Animal Sanctuary / Fireweed -- According to Doug: a tale of two countries Canada and UK compared / Doug Carrick -- Taylor's Checkerspot Butterfly Recovery project open house -- Letters -- Readers' & Writers Festival 2019 Review -- Book review: Cockeyed, a memoir by Ryan Knighton / Louise Bell -- Book review: Dear Evelyn, by Kathy Page / Danni Crenna -- DCLTA's land purchase pledge appeal -- Affordable housing for seniors -- Denman Community Land Trust Association affordable housing and DCLTA / Harlene Holm -- Ode to the open stage / Christine Stewart -- In 200 words or less: time / Bill Engleson -- Belly dance with Heather / Bryanna Grogan -- Medical marijuana cannibas: what's it all about / Veronica Timmons -- Concerts Denman presents Roots Roundup -- This place: Anglican Church land, a perch / John Millen -- Spring Into action with plastic free Denman's DIY drop-in fternoon -- A walk on the wild side: feeding deer / Dennis Forsyth -- Dodging disaster: Hilda Mary Slater Lacon / Claire King -- Alternative Approval Process (AAP) passes / Robyn Butler -- March news at the Denman Community School / Kate Janeway -- Denman Island Home and Garden Tour June 15-16 / Katarina Meglic -- Indian Horse rescheduled for March 10 / Denman Island Reconciliation Group -- Partying and sleeping with alligators in the Sunshine State continued from February / Howard Stewart -- 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 | 0.000 |
| 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) | 0.000 | 0.000 |
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 teacher head, 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".