Manusia dan Kebudayaan (Manusia dan Sejarah Kebudayaan, Manusia dalam Keanekaragaman Budaya dan Peradaban, Manusia dan Sumber Penghidupan)
Bibliographic record
Abstract
Keragaman dalam masyarakat majemuk merupakan sesuatu yang alami yang harus dipandang sebagai suatu fitrah. Hal tersebut dapat dianalogikan seperti halnya jari tangan manusia yang terdiri atas lima jari yang berbeda, akan tetapi kesemuanya memiliki fungsi dan maksud tersendiri, sehingga jika semuanya disatukan akan mampu mengerjakan tugas seberat apapun. Untuk menyadari hal tersebut, Bhinneka Tunggal Ika memiliki peran yang sangat penting. Pengembangan multikulturalisme mutlak harus dibentuk dan ditanamkan dalam suatu kehidupan masyarakat yang majemuk. Jika hal tersebut tidak ditanamkan dalam suatu masyarakat yang majemuk, agar kemajemukan tidak membawa pada perpecahan dan konflik. Indonesia sebagai bangsa yang multikultural harus mengembangkan wawasan multikultural tersebut dalam semua tatanan kehidupan yang bernafaskan nilai- nilaikebhinekaan. Membangun masyarakat multikultur Indonesia harus diawali dengan keyakinan bahwa dengan bersatu kita memiliki kekuatan yang lebih besar.
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 | 0.003 | 0.001 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.025 | 0.007 |
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".