Militant Mothers Fight Poverty: The Just Society Movement, 1968-1971
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
Armed with a card table and a critical knowledge of state policy and regula tions they wreaked havoc on the discriminatory welfare practices in downtown To ronto. Members ofthe Just Society Movement [JSM] sat at the table and advised welfare applicants ofthe rules and regulations for welfare.1 Applying for welfare is so degrading, so humiliating. We wanted to empower people ? to give them knowledge so they could get what they were entitled to, explained Susan Abela, a leader in the JSM.2 Whenever the JSM got word that a welfare worker was mistreat ing his/her clients, it would set up an information booth at that particular govern ment office. A flamboyant style and passionate commitment to justice made JSM
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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