The Flagstone V.16:No.6 [June 2011]
Bibliographic record
Abstract
Carmen Miranda Family Reunion / Maxine Matilpi -- GLAD: Grandmothers linking Africa and Denman join national walk on June 12 / Pat Young -- Solstice potluck for the birds June 19 / Fireweed -- Islands Trust trustee notebook / Louise Bell -- DIRCS Community Hall report May / Margie Gang -- Denman Island Emergency Services public presentation / Margie Gang -- Denman Island weather retrospective for April 2011 / Keith Walker -- Opera and songs on Denman / Robert Newton -- Profile of the month: Tim Jeffries / Wendy Stewart -- Letters -- Report from Transition Denman Island / Veronica Timmons -- Power control stupidity and the death spiral, pesticides / Sheelagh Mackenzie -- Denman Island Readers and Writers Festival 2011 -- June book reviews -- The secret lives of saints child brides and lost boys in Canada's polygamous Mormon sect, by Daphne Bramham / Carole Vosburgh -- The golden spruce, by John Vaillant / Claire King -- Evelyn Lau / Sara French -- The book of beasts, by Bernice Friesen / Roberta Pagdin -- Arts Denman news -- Stop Raven Coal Mine now / Denman Opposes Coal -- Denman Summer Art Gallery opening / Christine Stewart / Dora Drinkwater Library notes / Jean Cockburn -- Preserving our beaches / Edi Johnston -- Age-friendly communities initiatives: what's happening / Shari Dunnet -- Notes from the 21st century kitchen: move over ketchup, there's a green revolution coming / Bryanna Clark Grogan -- 16th Annual rockin' weekend June 4 and 5 / Lee Andra Jacobs -- Defending the role of the step-parent / Julie Kochanuk -- Agriculture matters memory farms and gardens / Max Rogers -- Radon in your home / Edi Johnston -- DIRA diary: mugwumpian melancholia from the May whisker pull / Bill Engleson -- The Group of Several invites you to their 8th annual show Denman's Divas / Marilyn Jensen -- Hornby and Denman Community Health Care Society AGM 2011 / Shari Dunnet -- Denman Summer Rainbow project update / Danni Crenna -- Spring gardening at the Denman Community School -- New education programs at the Denman School / Laura Busheikin -- 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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.007 | 0.001 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.007 | 0.008 |
| Insufficient payload (model declined to judge) | 0.184 | 0.086 |
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 source (direct Gemma or distilled Codex), 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".