Examining Boyhood Masculinity Within an Irish Context: An Assessment of the Reliability and Structural Validity of the Meanings of Adolescent Masculinity Scale and the Adolescent Masculinity Ideology in Relationships Scale
Bibliographic record
Abstract
The Meanings of Adolescent Masculinity Scale (MAMS) and the Adolescent Masculinity Ideology in Relationships Scale (AMIRS) were designed by American researchers to assess masculinity in adolescent boys. Given that masculinities differ cross-culturally, though, these scales may not be viable for use with non-American populations. In the current study, 221 Irish adolescents completed the MAMS and the AMIRS. Using confirmatory factor analyses (CFAs), the MAMS’s and the AMIRS’s factor structures were tested. Results indicated poor goodness-of-fit in both cases. Attempts to improve the models were unsuccessful. Accordingly, neither the MAMS nor the AMIRS appear to be structurally valid within an Irish context. We recommend that researchers consider cultural variations when designing, validating, and utilizing indicators of masculinity.
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How this classification was reachedexpand
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 | 0.008 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".