Is Listening to Mozart the Only Way to Enhance Spatial Reasoning?
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
Since 1993, controversy has surrounded the Mozart Effect that refers to enhanced spatial processing following listening to Mozart's Sonata for Two Pianos. Some researchers have replicated the effect while others have not. The present study represents an attempt to replicate and generalize the Mozart Effect and to examine the role of participants' expectations. Experimental groups were matched for musical experience and preference, and a Verbal and a Spatial Reasoning condition were used as control groups. Contrary to our hypotheses, the analyses showed that participants' expectations did not enhance performance on a spatial reasoning task. Further, enhanced spatial reasoning occurred following a variety of conditions, not just after listening to Mozart.
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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 | 0.000 | 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) | 0.001 | 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