Socio-psycho-economic profile of the mobile phone using farmers of Mirzapur district of Uttar Pradesh
Bibliographic record
Abstract
The present study attempts to view the socio-psycho and economic profile of mobile phone using farmers of Mirzapur District of Uttar Pradesh of India. The research was undertaken purposively in Mirzapur district of Uttar Pradesh as KVK Barkachha under the IAS- BHU is actively using mobile phone technology for dissemination of information. In Mirzapur district there are 8 community development blocks. Among those, two blocks were selected i.e. Madihon block and Rajgarh Block for the present study. The study showed more than half (53.50 %) of the respondents belongs to middle age group and 22.50 per cent of the respondents had high school level of education. 45.50 per cent of the respondents belonged to OBC caste. 52.50 per cent of the respondents had joint family. 64.50 per cent of the respondents had marginal landholding. 81.00 per cent of the respondents had farming as their occupation. 69.50 per cent of the respondents had income level between 62000 to 334000 rupees. 49.00 per cent of the respondents were member of at least one organisation. 78.50 per cent of the respondents had medium level of economic motivation. 63.50 per cent of the respondents had medium achievement motivation. 60.00 per cent of the respondents had medium value orientation.
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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 | 0.000 | 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 | 0.000 | 0.000 |
| 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".