Kehidupan Sosial Ekonomi Petani Karet di Nagari Sumpur Kudus Selatan Kecamatan Sumpur Kudus Kabupaten Sijunjung Tahun 2007-2022
Bibliographic record
Abstract
The research entitled socio-economic life of rubber farmers in Nagari Sumpur Kudus Selatan, Kecamatan Sumpur Kudus Kabupaten Sijunjung regency in 2007-2022. The thesis majoring in history education, faculty of social sciences, padang state university raises the issue of how to develop the socio-economic life of rubber farmers in Nagari Sumpur Kudus Selatan, Sumpur Kudus District, district Sijunjung regency in 2007-2022. This study uses a qualitative appoarch to the research method, namely the historical method consist or data collection. The second stage is source critism, namely the author examines whether the data that has been found is true or not, whether the source is really good and reliable. The tird stage, interpretation, the fourth stage historiography namely the author writes from the data. The data that has been optained becomes a scientific work. The results of this study found that the main livelihood of the people of Nagari Sumpur Kudus Selatan is as rubber farmers, where rubber plants entered the Nagari around the 1940s and have continued to develop until now.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.009 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".