Culture of Poverty Lives On: community economic developers in Cape Breton, Nova Scotia
Bibliographic record
Abstract
Nova Scotia's Cape Breton Island has a Jong history of community economic dlevelopment (CED) initiatives for which it is nationally recognized. While CED encompasses a range of forms and philosophies, the term commonly refers to “grassroots” undertakings that celebrate local knowledge and action. Yet, as his paper shows, key local spokespersons argue that die Island's “culture of dpendency,” though bom of capitalist exploitation, undermines effective folk envolvement in economic development. Their position is reminiscent of die clasic but problematic “culture of poverty” argument. Thus, ironically, a purport My left‐of‐Center orientation turns to victim blaming. An interrogation of this curious stance suggests that it serves not as a defensible representation of recent history, but rather as legitimation for leadership, [poverty, ideology, community economic devebpment, Atlantic Canada]
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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 | 0.001 | 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".