CAN'T BUY ME LOVE? A FIELD EXPERIMENT EXPLORING THE TRADE‐OFF BETWEEN INCOME AND CASTE‐STATUS IN AN INDIAN MATRIMONIAL MARKET
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
A large body of literature depicts that status‐based discrimination is pervasive, but is silent on how economic incentive interacts with such discrimination. This study addresses this question by designing a field experiment in a reputable arranged marriage market that is prone to strong caste‐status‐based discrimination. We place newspaper advertisements of potential grooms by systematically varying their caste and income and focus on responses of higher‐caste females to lower‐caste males. The substantive finding is that despite the evidence of discrimination, discriminatory behavior of higher‐status females decreases with an increase in the advertised monthly income of lower‐status males. ( JEL C93, J12, J15)
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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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