The Academic Resilience and Psychosocial Characteristics of Inner-City English Learners in a Museum-Based School Program
Bibliographic record
Abstract
School in the Park is a museum-based intervention intended to nurture the resilience of inner-city students in third grade to fifth grade. The academic resilience and personal development of participants were compared to those of nonparticipants for 2 years. Although the groups differed in academic resilience for the duration of the study, they did not differ in their positive self-perceptions of three psychosocial variables (character, self-efficacy, and attitude toward school). The only significant difference between groups was in academic self-concept; program participants' and younger nonparticipants' ratings were stable, whereas those of the older nonparticipants declined. All groups' attitudes toward school declined. The independence of these two sets of measures was an unexpected finding, as they have been highly correlated in the majority of previous studies.
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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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".