A Place for Us? Baby Boomers, Their Elders, and the Public Library: A Proposal for the Research Round Table
Bibliographic record
Abstract
As Canada’s population ages, a growing subset of aging baby boomers is providing care and companionship to elders. What role does the public library play as a place in the lives of these patrons? This qualitative research project seeks to understand the characteristics and behaviours of this user group.Avec le vieillissement de la population canadienne, un nombre croissant de baby-boomers vieillissant prennent soins et s’occupent du bien-être des aînés. Quel est le rôle des bibliothèques publiques dans la vie de ces usagers? Ce projet de recherche qualitatif cherche à comprendre les caractéristiques et les comportements de ce groupe d’usagers.
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 | 0.078 | 0.043 |
| Meta-epidemiology (narrow) | 0.001 | 0.002 |
| Meta-epidemiology (broad) | 0.003 | 0.002 |
| Bibliometrics | 0.004 | 0.006 |
| Science and technology studies | 0.027 | 0.019 |
| Scholarly communication | 0.024 | 0.040 |
| Open science | 0.007 | 0.019 |
| Research integrity | 0.018 | 0.019 |
| Insufficient payload (model declined to judge) | 0.018 | 0.004 |
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".