The role of acculturation in the emerging adulthood of aboriginal college students
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
Compared to traditional, non-Western cultures, emerging adulthood (18–25 years of age) may look considerably different in cultures that place emphasis on the group (i.e., collectivistic) over the individual (i.e., individualistic). However, within minority cultures, individual members vary on the extent to which they identify with their heritage culture. Thus, the purpose of this study was to explore the role that culture, particularly acculturation to Canadian aboriginal heritage culture, may play in emerging adulthood. Specifically, aboriginal emerging adults who scored above or below the mean of their peers on acculturation to their heritage (aboriginal) culture were compared to their majority European Canadian counterparts in several aspects of emerging adulthood including (a) perceived adult status, (b) perceived criteria for adulthood, (c) achieved criteria for adulthood, (d) personal beliefs about the future, and (e) risk behaviours. Results revealed the significance of examining acculturation in understanding the role of culture in the process of emerging adulthood, particularly among ethnic minority youth. In particular, findings revealed that young aboriginal adults’ level of identification with aboriginal traditions such as the significance of interdependence and maintenance of harmony, the role of children and family, and historical sociocultural events appeared to play a role in many aspects of emerging adulthood.
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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 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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