Teaching Cognitive Behavioral Therapy Skills to MSW Students: A Simulation-Based Workshop
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
This teaching initiative responded to an effort to strengthen the connection between cognitive behavioral therapy (CBT) theory and practice among Master of Social Work (MSW) students. This initiative was developed in response to feedback from our MSW students, who requested further training in CBT skills before entering practicum settings. Incorporating a two-day training workshop in CBT skills and the use of simulation-based learning (SBL), this project was a pilot for building additional practice skills into the MSW curriculum. The workshop focused on applying specific CBT theory and skills taught within the MSW program in a more focused way, offering a potentially new and ongoing model for building increased confidence in practice techniques. Evaluation methods of the initiative included pre-post qualitative reflections and post-workshop feedback.
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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 | 0.006 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| 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