Creative Teenage Students: What Are They Telling Us About Their Experiences in (and Around) Our High Schools?
Bibliographic record
Abstract
This article highlights various approaches for accommodating and promoting creativity in high school students. Although in the past studies have addressed fostering creativity in our educational systems, few have sought the informative voice of the young creators themselves. The focus of the present study is primarily on environmental determinants of creativity as perceived by 13 (7 male, 6 female) creative seniors selected from a Canadian metropolitan high school. A qualitative study guided by an interactionist model of creative behavior (Woodman & Schoenfeldt, 1989), the present research design adheres most closely to the social constructionist interpretation and application of the grounded theory method as outlined by Charmaz (1990). Insights from 13 interviews and several field observations are divided into three sections. First, identified creative individuals are presented. Then emergent themes relevant to educational systems are examined, and finally, implications and suggestions are discussed.
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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".