Keanekaragaman Hayati dan Peranannya Dalam Ekosistem di Taman Kehati Tanggulangin
Bibliographic record
Abstract
Tanggulangin Biodiversity Park is a biodiversity conservation area outside the forest area with an area of 14 Ha located in Tuban Regency, East Java Province, which is a stretch of karst mountain ecoregion where this ecosystem also has an essential element as a water resource buffer area for Tuban Regency. Biodiversity measured in this research includes Flora; vegetation and fauna; aves (birds), herpetofauna (reptiles and amphibians) and insects (Lepidoptera and Odonata) where the method used in sampling flora uses the census method and the method used in sampling fauna uses the Visual Encounter Survey and Point Count methods. The results of the research showed that the Diversity Index (H') value for vegetation was 2.142 with a Richness Index (R) of 4.670, for aves the H' value was 2.474 and the R value was 0.856 for herpetofauna, the H' value was 2.168 and the R value was 0.872 for insects. The H' value is 1.962 and the R value is 0.944. Overall, the Biodiversity Value of Tanggulangin Biodiversity Park is included in the medium diversity level category.
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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 | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.017 | 0.002 |
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".