La oficina versátil: sede de Astral Media en Toronto : Lemay Associés
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 current study examined how African American children's experiences of perceived personal racial discrimination and perceived vicarious racial discrimination were linked with depressive and anxiety symptoms, and whether there were significant sex differences in these relations. The sample included 73 African American children (48% male), ranging from 7 to 12 years of age (<i>M</i> = 8.82, <i>SD</i> = 2.06). Models specified children's personal discrimination and vicarious discrimination as predictors of depressive and anxiety symptoms. Nested model comparisons were also used to examine whether associations varied as a function of children's sex. The current study hypothesized that both forms of discrimination would be associated with greater anxiety and depressive symptoms. Findings indicated that children's personal racial discrimination significantly predicted greater child anxiety symptoms for both boys and girls. No significant sex differences emerged. Neither personal nor vicarious discrimination significantly predicted depressive symptoms. Our findings highlight that racialized experiences occur early in childhood and have important implications for children's mental health.
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 | 0.001 | 0.001 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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