Autonomy Support, Intrinsic Motivation, and Perceived Competence: Conceptual and Empirical Linkages
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 purpose of this study was to test three models with regard to the linkages among autonomy support, intrinsic motivation, and perceived competence. The first model is based on Cognitive Evaluation Theory and postulates that teachers’ autonomy support influences changes in intrinsic motivation via changes in perceived academic competence. However, the second and the third model are based on the Diathesis Stress Model of Achievement Processes and posit, respectively, that intrinsic motivation could play a mediating and a moderating role in the relation between teachers’ autonomy support and changes in perceived competence. A total of 215 fifth-grade children participated in a longitudinal study over a 1-year period. Results from regression analyses provided some support for the first model but stronger support for the second and third model.
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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 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.012 | 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