The Impact of Kin and Fictive Kin Relationships on the Mental Health of Black Adult Children of Alcoholics
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
The purpose of this qualitative study was to examine how kin and fictive kinship relationships help to ameliorate or buffer responses to parental alcoholism and the breakdown in parenting. This qualitative study investigated coping responses developed by college students, who self-identified as adult children of alcoholics (ACOAs) who lived with an alcoholic parent or caregiver. In-depth interviews and follow-up participant checks were used. A descriptive model was developed describing conditions that affected the development of positive self-esteem, the phenomena that arose from those conditions, the context that influenced strategy development, the intervening conditions that influenced strategy development, and the consequences of those strategies. Subcategories of each component of the descriptive model are identified and illustrated by narrative data in relation to the ACOAs' psychological well-being. Implications for research, policy, and practice are discussed.
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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 | 0.001 | 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 | 0.003 | 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 it