The Flagstone V.24:No.7 [July 2019]
Bibliographic record
Abstract
Here we go again -- July is Denman's literary month / Stewart Goodings -- Garden of lilies art show / Leslie Dunsmore -- Islands Trust trustee notebook: once more all about ticketing / Laura Busheikin -- DIRCS special general meeting on October 16 / Suzette Cullen -- According to Doug: the time has come for Canadians to stop destroying the planet / Doug Carrick -- Denman Sings Aug 12 to 16 / Kathy Rieder -- The Denman Island Community Education Society (DICES) seeks a highly motivated individual to fill the position of Executive Director -- Kosma Busheikin Trio brings jazz to the people August 3 / Laura Busheikin -- Greetings from the Denman Island Tea Company, formerly known as TG Tea / Brendan Wayne -- Book review: Opportunity Knox, by John Knox / Danni Crenna -- What's happened recently for the Seniors Affordable Housing project -- The climate action train is coming to Denman September 18. Are you ready to get on board / Ron Wilson -- Celebration of life for Patricia McLaughlin -- Collected a studio tour preview -- A showcase of pieces from the July Studio Tour artists June 27 - July 9 at The Denman Island Art Gallery -- Museum re-opens on July 1st / Claire King -- In 200 words or less: nicknames / Bill Engleson -- Denman Island Studio Tour July 27 and 28 / Shari Dunnet -- Concerts Denman presents David Gogo Band Denman Community Hall Friday July 5 -- Dance with David Gogo Band -- ElderDog Canada on Denman -- Edi Johnston -- This place: Joseph Denman and justice on the West coast of Vancouver Island part 1 / John Millen -- Concerts Denman 2019-2020 / Robert Newton and Joni Daniels -- Reconciliation Group update: new date for brave honest conversations -- Summer programs at the Community School / Kate Janeway -- News from the Hornby and Denman Community Health Care Society: save the date - a 40th anniversary celebration / Lori Nawrot -- Assistance for after-hours discharge from hospital -- Child, Youth and Family services continue during the summer -- Better at Home -- Choose to move continues -- To see or not to see: Homecoming, solo theatrical producation / Teresa Beers -- Partying and sleeping with alligators continued / Howard Stewart -- Checklist for organically controlling garden pests in the Pacific Northwest / Suzette Cullen -- 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) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.018 |
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".