Redesain stadion sepak bola dan wisma atlet Moh. Sarengat di Kabupaten Batang dengan pendekatan arsitektur biophilic
Bibliographic record
Abstract
Secara umum, Stadion Sepak Bola dan Wisma Atlet Moh. Sarengat Kabupaten Batang dengan pendekatan Bhiophilic di latar belakangi dari permasalahan yang ada di Kabupaten Batang sendiri, dimana Stadion sepak bola dan wisma di wilayah tersebut kurang dalam perawatan. Dengan redesain Stadion Sepak Bola dan Wisma Atlet Moh. Sarengat Batang sehingga akan menjawab persoalan tersebut dan agar bisa meningkatkan semangat olahraga kepada masyarakat di Kabupaten Batang. Selain itu, dengan pendekatan yang dipilih diharapkan agar bisa menciptakan suasana yang sehat dan menciptakan vitalitas kehidupan yang estetic bagi manusia. Dengan menggunakan pendekatan Biophilic di Stadion Sepak Bola dan Wisma Atlet ini bertujuan untuk meningkatkan kualitas udara dan agar tetap bisa menjaga lingkungan sekitar karena di zaman sekarang polusi udara dan kerusakan lingkungan semakin meningkat, sehingga kita harus bisa menjaga dan mengobati kerusakan yang telah terjadi.
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.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.012 | 0.008 |
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".