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Record W4372352996 · doi:10.18280/ijdne.180220

Potential, Distribution Pattern and Autecology of Diospyros celebica Bakh. in the Maleali Seed Stand Area, Central Sulawesi, Indonesia

2023· article· en· W4372352996 on OpenAlex

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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueInternational Journal of Design & Nature and Ecodynamics · 2023
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicForest Ecology and Conservation
Canadian institutionsnot available
FundersUniversitas Tadulako
KeywordsDiospyrosGeographyDistribution (mathematics)ForestryBiologyBotanyMathematics

Abstract

fetched live from OpenAlex

Ebony (Diospyros celebica Bakh.) is one of the endemic trees of Sulawesi, which has a high selling value, now its existence is increasingly difficult to find in natural forests.Uncontrolled exploitation without serious development offset makes this plant increasingly on the verge of extinction.Currently, the remaining stands of ebony are threatened by human activities such as illegal logging and conversion to plantation areas.On the other hand, the need for ebony seeds in the context of in-situ and ex-situ conservation efforts is very large, so information is needed about their potential and distribution in nature.The study aims were to determine the potential for rejuvenation and ebony trees in the seed stand area, Maleali, Central Sulawesi, Indonesia.The research was carried out using the vegetation analysis method with Checked Lines.There are 5 observation lines made with a distance of 50 meters between the lines.Data were analyzed by species significance value.The results showed that the highest important value of the ebony species in the area of the Maleali ebony seed stands was the tree level (72.43%), the sapling level (45.63%), the seedling level (24.23%), except for the pole level which was second with a species importance value of 35.68%.Regeneration potential is low, seedling density of 9,300 ha -1 , sapling rate of 592 ha -1 , pole rate of 76 ha -1 , tree level (20-30 cm diameter) 13 trees ha -1 , tree level (31-40 cm diameter) 10 trees ha -1 and the tree level (diameter 40-50 cm) is only 9 trees ha -1 .The distribution pattern of ebony at the seedling, sapling, pole and tree levels is classified as a random distribution pattern.The physical, chemical and biological properties of the soil in the Maleali ebony seed stands also varied between the foothills, ridges and tops of the hills.The data obtained from this study became the basis for in-situ conservation efforts of D. celebica and other plant species in these areas.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.038
Threshold uncertainty score0.142

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.009
GPT teacher head0.216
Teacher spread0.207 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it