The Flagstone V.20:No.10 [October 2015]
Bibliographic record
Abstract
Creative Threads Conspiracy heads heads off again into uncharted territory / Danni Crenna -- Islands Trust trustee notebook: intricacies of the to-do list explained / Laura Busheikin -- Welcome to my nightmare and other things that go bump in the night: Halloween fundraiser for Hall sound system -- According to Doug: strategic voting essential / Doug Carrick -- Profile of the month: David Scruton / Danni Crenna -- Letters -- Rock the box! Denman Island election day party / Megan Babb -- The ABC's of voting: anyone but Conservatives or three simple rules to save Canada / Susan Marie Yoshihara -- A double CD release at the Hall: Tai McGillveray and Kevin Mitchell / Kevin Mitchell -- TreeEater Farm and Nursery presents a fall plant sale and hearth pizza lunch -- Which Juan / Annette Reinhart -- Roxanna Mandryk new chair of Gulf Islands Alliance / David Steen -- Arts Denman news -- Hornby and Denman Community Health Care Society news: mental health first aid workshop, Island flu clinics, and nursing students help with home care / Lori Nawrot -- In 200 words or less: Denman ferry / Bill Engleson -- This place: names and naming / John Millen -- Dogwood Initiative 2015 Federal election campaign strategy voting together update / Megan Rose Babb and Patti Willis -- Jake's gift, written and performed by Julia Mackey / Robert Newton -- 2015 Blackberry Run Walk: kids can run -- Agriculture matters: on putting the garden to bed and other reflections / Max Rogers -- Minding the gulf: mental health first aid / Rachelle Chinnery -- Official opening of Natural Burial Cemetery / Stephanie Slater -- The Garden Club presents Peter Janes talking about orchard trees -- Denman Island Community School: what is important to you at school -- A kayak trip around Denman Island / Hillel Wright -- A decade of art rentals / Leslie Dunsmore -- 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) | 0.001 | 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 | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.012 | 0.022 |
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".