Perceptions of Environmental Awareness and Pro-Environmental Behaviour of People in the Riverfront City, Pekanbaru City, Riau, Indonesia
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 perception of environmental awareness of the people of Kampung Baru, Kampung Bandar, Kampung Dalam, and Pesisir sub-districts, which is influenced by individual characteristics such as education and income.Then the perception of environmental awareness will influence the pro-environmental behavior of the people in these four sub-districts towards where they live.The area of these four sub-districts is the riverside city area of Pekanbaru City, which is starting to be organized into a tourist attraction known as Tepian Sungai Siak.The method used in this research was quantitative, distributing questionnaires to 120 respondents.The data was processed using SEM-PLS.From the results of research data processing, it is known that the respondents' characteristics, namely education and income, do not influence the respondents' environmental awareness perceptions.However, the respondents' perception of environmental awareness is classified as moderate or agrees with various management issues related to environmental concerns where they live, such as waste management, sanitation, clean water, energy, and concern for the surrounding environment.Furthermore, this environmentally conscious perception significantly influences the pro-environmental behavior of settlers on the banks of the Siak River.The results of this research can be used in designing government programs to create pro-environmental residential based on the pro-environmental behavior of settlers.
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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