Momentary Affect in Spanish: Scales, Structure, and Relationship to Personality
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
Summary: This article shows that basic aspects of the structure of momentary affect are similar in Spanish and Canadian societies. It developed questionnaire scales in Spanish in four different formats for assessing momentary affect. Scales can be scored for dimensions defined by Barrett and Russell (1998) , Thayer (1996) , Larsen and Diener (1992) , and Watson and Tellegen (1985) . In a sample of Spanish-speaking respondents (N = 233), the new scales were found to be psychometrically sound and to be interrelated as found with English-speaking Canadians: Dimensions could be integrated into a two-dimensional bipolar space. Personality correlated with momentary affect, though not in the same pattern as found in Canada.
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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 | 0.003 | 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.010 | 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