Canadian Social Policy: Issues and Perspectives
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Introduction to Part I Becoming Acquainted with Social Policy Introduction to Part II Pursing Social Policy Ideals at the International Level: An NGO Perspective The Federal Government and Social Policy at the Turn of the Twenty-First Century: Reflections on Change and Continuity Human Rights Legislation, Court Rulings, and Social Policy Active Citizenship, Social Workers, and Social Policy Program and Policy Development from a Holistic Aboriginal Perspective Citizen Participation in Social Policy Evaluating Social Welfare Policies and Programs Introduction to Part III Child Poverty and the Canadian Welfare State Back to the Present: Rethinking Risk Assessment in Child Welfare Native Peoples and Child Welfare Practices: Implicating Social Work Education Mental Health Policy in Canada Housing and Homelessness Single Motherhood in the Canadian Landscape: Postcards from a Subject Workfare: Ten Years of Pickin' on the Poor Toward Inclusion Of Gay And Lesbian People: Social Policy Changes in Relation To Sexual Orientation Immigration and Refugee Policy in Canada: Past, Present, and Future Universal Health Care: Normative Legacies Adrift Caring and Ageing: Exposing the Policy Issues Canadians with Disabilities The Challenges Ahead Index.
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.
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 | 0.001 | 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) | 0.002 | 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 it