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
Penelitian ini bertujuan untuk meningkatkan keterampilan berbicara melalui media wayang berbasis budaya lokal pada materi bercerita di kelas IV UPT SD Negeri 100 Gresik tahun pelajaran 2019-2020. Penelitian ini adalah Penelitian Tindakan Kelas (Classroom Action Research) yang dilakukan secara kolaboratif dengan guru kelas. Desain penelitian ini menggunakan model Arifin yang terdiri dari 4 tahap yaitu perencanaan, pelaksanaan, observasi, dan refleksi. Subjek penelitian terdapat sebanyak 18 peserta didik. Teknik pengumpulan data yang digunakan yaitu dalam bentuk tes, sedangkan instrumen penelitian menggunakan lembar tes untuk mengetahui peningkatan keterampilan berbicara.Berdasarkan hasil analisis yang telah dilakukan oleh peneliti, didapatkan peningkatan keterampilan berbicara pada siklus I mencapai ketuntasan klasikal sebesar 83% atau 15 peserta didik yang tuntas. Sehingga pada siklus I telah mencapai ketuntasan secara klasikal yaitu 75%.
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 | 0.005 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.004 |
| Insufficient payload (model declined to judge) | 0.007 | 0.000 |
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.
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