Self Research in Educational Psychology: A Cautionary Tale of Positive Psychology in Action
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
Recent calls for a positive psychology that would deemphasize human pathology and dysfunction in favor of building an understanding of positive features of human life and human flourishing make two assumptions that the author questions in this article. First, he challenges the assumption that disciplinary psychology has been fixated on pathology and dysfunction by considering work in educational psychology that, both historically and currently, espouses the characteristics of positive psychology as articulated by its major advocates. Second, through a brief, critical consideration of research on the self in educational psychology, he contests the assumption that psychology has sufficient resources to develop into the positive psychology envisioned by its promoters. He argues that psychology's emphasis on the individual, whose core self resides in a deep, internal psyche, radically strips psychology of the historical and sociocultural resources that enable self-development, constrain self-understanding, and constitute the self.
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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 | 0.005 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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