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
Website profil P3M Politeknik Kediri dibuat untuk memperkenalkan visi, misi, RIP , Renstra Pengabdian kepada masyarakat dan menyajikan data profil dosen maupun data penelitian dan pengabdian kepada masyarakat. Dengan demikian maka tugas dari seorang admin P3M Politeknik Kediri semakin mudah untuk dilaksanakan dalam hal membuat rekapitulasi laporan penelitian, dan pengabdian masyarakat setiap tahunnya. Website profil P3M Politeknik Kediri dibangun sesuai dengan kebutuhan fungsional maupun kebutuhan non fungsional dari P3M Politeknik Kediri. Website profil P3M Politeknik Kediri dibangun dengan menggunakan PHP, CSS bootstrap dan basis data MySQL. Tahapan dari pembuatan aplikasi ini adalah tahap perencanaan, analisis, perancangan dan implementasi. Hasil dari penelitian ini adalah terbentuknya sebuah aplikasi berbasis web yang dapat menampilak profil P3M Politeknik Kediri secara umum serta visi, misi, RIP dan renstra pengabdian kepada masyarakat. Kata Kunciâ website profil, P3M Politeknik Kediri, CSS bootstrap, PHP.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.005 |
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