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
Nama Angely Emitasari mungkin belum dikenal secara nasional, tapi perempuan kelahiran Lamongan 16 Oktober 1991 ini sudah berkibar di wilayah Jawa Timur. Angely Emitasari dikenal sebagai biduanita sejak 2013 yang bergabung bersama orkes melayu (O.M.) Adella, grup yang sering memunculkan penyanyi dangdut bertalenta seperti Via Vallen. Nama Angely Emitasari mendadak menjadi viral secara nasional setelah dilantik oleh Bupati Lamongan, Fadeli sebagai Kepala Desa Kedungkumpul, Kecamatan Sukorame, Kabupaten Lamongan. Dalam pemilihan kepala desa (pilkades), Angely Emitasari yang mendapat nomor urut 2 berhasil mendapatkan 1.260 suara, mengungguli 2 kandidat lain, yakni nomor urut 1 yang meraih 984 suara serta nomor urut tiga yang meraih 655 suara. Tak dimungkiri bahwa Angely Emitasari memperoleh banyak perhatian beragam kalangan karena usia muda, paras cantik, dan latar belakang sebagai biduanita. Lantas, faktor apa yang membuatnya memutuskan maju sebagai Kades? Bagaimana pula dengan aktivitas menyanyinya saat ini? Berikut ini catatan obrolan singkat dengan Angely Emitasari.
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 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 | 0.000 | 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 | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.007 | 0.011 |
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