GENDER CHARACTERISTICS OF A PERSON'S ATTITUDE TO MONEY
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
The study was conducted to investigate the hypothesis that female persons, regardless of their biological sex, have the greatest pleasure from money; masculine persons are fixed on earning of money. 54 men and 67 women from Irkutsk took part in the study. It was found that young men (under 30 years of age) expect improvement in their financial situation in the fu-ture, they are the most ambitious. A quarter of men over the age of 30 have a fixation on money, a motive for saving. Young women have a more pronounced negative attitude to money and increased stress because of money. Women over 30 years of age have adaptation mechanism of satisfaction with their financial situation in the future. Men over 30 years old – the more money they have, the more they want it. The greatest pleasure from shopping, from spending money, is more often received by women, regardless of what their physiological gender is.
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 | 0.000 | 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 | 0.001 | 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) | 0.000 | 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