The Holistic Trinity: Community-based Faith Leaders, Black Canadians, and Counselors
Bibliographic record
Abstract
Abstract In this qualitative study, interviews were conducted with 12 Black parish ministers of primarily Black congregations in Vancouver, Edmonton, and the Greater Toronto Area ( gta ). The objective was to examine how parish ministers cultivate mental wellness in their congregations and determine how these efforts may inform counselors’ mental healthcare service delivery for expressly religious Black Canadian communities. Applying Braun and Clarke’s (2022) reflexive thematic analysis to the interviews generated five key themes: (a) Mental healthcare as a holistic enterprise; (b) Healing in community for communal healing; (c) Creating a culture of collaboration; (d) Hope as a psychosocial resource and protective factor across generations; and (e) Black faith community leaders as mediators between Black community members and the police. The findings are discussed within a Black Feminist Psychology Framework ( bfp ). Implications for collaboration between parish-ministers and counselors are considered.
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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 | 0.002 | 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 | 0.004 | 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".