Promiscuous or Confident? Attitudinal Ambivalence Toward Condom Purchase
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 research examined attitudes toward condom purchase. Recent evidence is mixed. While some studies show attitudes have become more positive, other studies suggest that negative attitudes still dominate. Our own research examined the possibility that such attitudes may be ambivalent, meaning that the same individuals may simultaneously hold both positive and negative beliefs about condom purchase. The results confirmed this prediction. Study 1 showed that condom purchase evoked a combination of both negative beliefs about lifestyles and positive beliefs concerning the personal confidence of the consumer. These beliefs had competing effects on more global attitudes toward condom purchase. Specific beliefs about condoms were shown to provide the best indication of. whether participants actually used condoms. Study 2 employed standard measures of attitudinal ambivalence. The results conceptually replicated the finding that ambivalence was greater for those who purchased condoms compared to controls.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| 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