Experimental high energy physics summer school for high schools
Bibliographic record
Abstract
Experimental High Energy Physics Summer School for High Schools, (Liseler İçin Deneysel Yüksek Enerji Fiziği Yaz Okulu — lidyef2018) was held 9–16 September 2018 at Boğaziçi University, Turkey, with financial support from TÜBİTAK under the 4004 grant No. 118B491. Out of nearly 700 (11th and 12th grade) applicants, 30 were selected from all around Turkey. Students were introduced to the fundamentals of high-energy physics and performed experiments that demonstrated the techniques of this field, such as a salad-bowl electrostatic accelerator and a cloud chamber. Here we report on the planning, implementation, and the outcomes of lidyef2018, which can serve as a template for similar activities in the future.
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How this classification was reachedexpand
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) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".