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
The SICE Annual Conference 2007 (SICE2007) held September 17-20, at Kagawa University, Takamatsu, Kagawa, Japan is the main conference of the Society of Instrumentation and Control Engineers, Japan (SICE). At this year's conference, many groundbreaking papers will be presented that detail the recent progress within Instrumentation and Control fields. There promises to be many interdisciplinary discussions leading to further collaborations. Following the successful SICE-ICCAS2007 Conference in Busan, Korea, SICE2007 has become an internationally established conference. Organizing and Program committee members come from many countries. About 670 papers from 15 countries were submitted to SICE2007, and 584 papers were selected. Now, it is finally time to hold these presentations, and facilitate international, interdisciplinary, and congenial discussions. Let us expand the borders and reap many fruitful results.
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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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