Bibliographic record
Abstract
t a b l e s 1.1 Canada's determinants of health, 1994 and 2003 4 1.2 Pless's four-stage typology of policy development (1995) 8 3.1 Infl uence of various health determinants on early deaths (but not morbidity) on a population basis: Example of a longitudinal study from the United States 23 4.1 Age distribution (%) of youths in Canada 40 4.2 The fi ve income groups and number of individuals dependent on the income 41 4.3 Income adequacy categories by age group 42 4.4 Household characteristics by income status 45 4.5 Individual characteristics by income status 46 4.6 Health behaviours and insurance status by income status 53 4.7 Health status indicators by income status 57 5.1 Ten principles of the European network of health promoting schools 73 5.2 Comprehensive school health in action 75 5.3 Key areas of study within new health education curriculum documents 80 7.1 Pregnancy rate and outcomes among Canadian females aged 15-19 years 129 7.2 std rates among Canadian youths aged 15-19 years 129
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 | 0.001 | 0.011 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.007 | 0.016 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.824 | 0.625 |
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".