Bibliographic record
Abstract
activitks exclusives, des programmes communautaires. Cet article rapporte les structures, I'approche et les rksultats d'un projet de dkvelappement communautaire sur unepkriode de 12 mois qui s'est dkroulk Li Antigonish en ~ouvelle-~cosse. Rural lesbian, gay, bisexual, transgender and queer (LGBTQ) communities have the potential to find them-selves in a state of dual isolation. There is first the difference experienced from heteronormative culture and society, and secondly the isolation from urban LGBTQ culture and political movements. Rural spaces do not always offer LGBTQexclusive events, programs or com-munities and in exploring other examples ofRural LGBTQ programs, we were unable to find many similar models in Canada. This article will provide a brief description and analysis of the LGBTQ activism and programming that
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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) | 0.004 | 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".