Bibliographic record
Abstract
The study aimed to find out the women’s representation at the local governance level. The paper isa qualitative analysis of participation and challenges of women in local Government in Bharatpur Rajasthan This study explored the factors that facilitate women’ success to political and participation in local level governments .This study was based on Interview methods ,focus group discussion and key informant interview The primary information was collected from the 9 elected women who told the story of the journey to political participation and present status at different local level governments. This study was limited within only Bharatpur district Rajasthan Majority of women lack resource sand knowledge of their rights have to face corrupt political culture and double burden of family role that restrict their effective participation in political processes. Inclusion Policy is the good practices that help advance women’s representation at the local level. Theroleoffamilyandpoliticalpartieshelpinsupportingwomen’sengagementinlocalpolitics.The factors to women's political participation that they are mainly linked to low levels of female literacy and training traditional gender role sand stereotypes low self esteem Women are subject to strong dis crimination coming from deeply rooted patriarch alattitude sand practices Therei saw idespread belief that the public space is not meant for women and that by nature they cannot be good leaders. These perceptions are stronger in local level politics, making thiard for women to contest and take up leadership positions. The women's participation in local level government has been done to reduce or improve barriers and to analyze the political improbement of women .
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How this classification was reachedexpand
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 | 0.006 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".