NodeXL dalam Penelitian Jaringan Komunikasi Berbasis Internet
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
Abstrak: Paradigma determinisme teknologi yang dikembangkan oleh Toronto School mengamini bahwa teknologi memengaruhi bentuk komunikasi sekaligus memunculkan implikasi tersendiri. Salah satu implikasi tersebut adalah terbentuknya komunitas-komunitas virtual di internet. Artikel ini mengulas penggunaan salah satu perangkat lunak yang dikembangkan untuk menangkap fenomena tersebut, baik secara teoritis maupun aplikasinya di bidang Ilmu Komunikasi. NodeXL, perangkat lunak open source yang dikembangkan oleh beberapa pakar dari Oxford Internet Institute dan Stanford University, menawarkan sebuah wacana penelitian baru. Tulisan ini bertujuan mengenalkan penggunaan NodeXL kepada kalangan akademikus tentang untuk analisis jaringan komunikasi di internet.
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.004 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 0.003 |
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