Social Change and Gendered Gift-Giving Rituals: A Historical Analysis of Valentine’s Day in Japan
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
Valentine’s Day is a culturally hybridized and popularly celebrated consumption ritual in Japan. We examine its historical transformation based on a visual and textual analysis of advertisements in print media over fifty years. Changes in the meanings, functions, and structure of gift-giving rituals correspond to changes in the national economy, social values, consumer ideology, and gender roles and power relationships in Japanese society. There are five major findings: one, the importance of food—chocolate—in the creolization process of the consumer ritual; two, the persistent gender asymmetric nature of the Valentines consumer holiday; three, the ritual’s structural aspects and changes over the time; four, the importance of confession in the ritual process; and five, the transformation of its role from a simple instrument of love and a way to elevate a relationship to a rite to reconfirm gender identity. This study supplements the very limited literature on Japanese gift-giving rituals.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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