Effects of Fitness Advertising on Weight and Body Shape Dissatisfaction, Social Physique Anxiety, and Exercise Motives in a Sample of Healthy‐Weight Females
Why this work is in the frame
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Bibliographic record
Abstract
The effects of exposure to fitness advertising on multiple dimensions of female body image were explored. Healthy weight females ( N = 185) were randomly assigned to a model‐focused, product‐focused, or control group and completed body image inventories during a pre‐test and following exposure to fitness advertising 1 week later. There were no significant main effects for group or time on any body image measures. A group by time interaction was observed for affective body image, F (1, 179) = 45.52, p < .001, η 2 = .32. Females exposed to model‐focused fitness advertising reported higher social physique anxiety compared with females in the other groups. These findings suggest that multidimensional body image perspectives are informative, especially when examining the effects of media advertising.
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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) | 0.001 | 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 | 0.001 |
| 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