Harmonization of social capital and philanthropic culture: A catalyst for smooth household supply chains and successful economic development
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
This research aims to analyze the direct and indirect influence of social capital and a culture of mutual assistance on the smooth supply chain of household needs and its implications for the success of economic development. The research used quantitative methods with a sample of 89 respondents consisting of religious leaders and traditional leaders. This research was carried out in Kampung Jawa Tondano, also often abbreviated to JaTon, which is one of the sub-districts in North Tondano sub-district, Minahasa Regency, North Sulawesi province, Indonesia. Data collected through questionnaires was then analyzed using SEM-PLS. The results of research and data analysis show that: social capital directly has a positive and significant effect on the smooth supply chain of household needs; a culture of mutual help directly has a positive and significant effect on the smooth supply chain of household needs; social capital directly has a positive and significant effect on the success of economic development; a culture of mutual assistance directly has a positive and significant effect on the success of economic development; Differentiated learning innovation directly has a positive and significant effect on the success of economic development. The smooth supply chain for household needs can partially mediate the social capital and culture of helping each other towards the success of economic development in Kampung Jawa Tondano, also often abbreviated to JaTon, North Tondano sub-district, Minahasa Regency, North Sulawesi province, Indonesia.
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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 | 0.001 | 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 | 0.000 |
| 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