The Flagstone V.23:No.8 [August 2018]
Bibliographic record
Abstract
Denman studio tour Aug 18 and 19 / Katarina Meglic -- Islands Trust trustee notebook: housing needs by the numbers / Laura Busheikin -- DIRCS August 2018 / Suzette Cullen -- Rock 'n roll dance / Jennifer West -- According to Doug the establishment in panic / Doug Carrick -- A treat in store, save the date Friday August 17 Denman Community Hall: Call Mr Robeson / Valerie and Yvon Raoul -- Stories under the stars: the Stardust Festival / Dante Ambriel -- Broken angel -- Abracadabra -- An evening of four short plays -- Letters -- Denman Craft Shop 25th anniversary party Sunday August 26 refreshments, then and now craft display, try Your hand at the craft activity tables / Patti Willis and Lee Andra Jacobs -- Fundraising auction Sunday September 30 / Stirling Fraser -- Reconciliation update / Denman Island Reconciliation Group -- DCLTA's land purchase pledge appeal for affordable housing for seniors -- In 200 words or less: facebook / Bill Engleson -- Pesticide-Free Committee-- Wolf spiders are a gardener's best friend / Max Rogers -- What did you do on your summer vacation: we made Anagama Dragon, video that documents the 20th Anniversary of Gordon Hutchens Anagama Kiln -- Oktopus Concert August 12 at Denman Hall / Eli Hason -- Kevin Mitchell's 5th CD release Pieces -- Concerts Denman presents Oktopus eight piece dance band playing Balkan and Klezmer mixed with Quebecois and Canadian heritage music -- The Blackberry Fair, zucchini race and parade / Max Rogers -- This place: etched in stone / Graham Brazier -- Moments from the Festival / Stewart Goodings -- August in the Denman Summer Art Gallery / Trish Suess -- Updraft opening night reception / Katarina Meglic -- Leaf cycle opening night reception / Jean Cockburn -- Denman Island Wearable art fashion show October 13 -- Denman Island Roads Community Action Group community update / Edi Johnston -- Introducing Friends and Neighbours, Islanders Helping islanders / Louise Bell -- What about frothed milk / Lucy Dabbs -- Excerpts from Mexico continued from July Flagstone / Howard Stewart -- Community events listings
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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 | 0.004 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.007 | 0.007 |
| Insufficient payload (model declined to judge) | 0.251 | 0.137 |
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".