Bibliographic record
Abstract
DESY-HERA. Measurement of the production of the neutral strange hadrons K0S, LAMBDA and LAMBDABAR in electron/positron collisions with protons at centre-of-mass energies 300 and 318 GeV. Cross sections, baryon-to-meson ratios and relative yields of strange and charged light hadrons plus LAMBDA/LAMBDABAR asymmetries and polarizations are presented. The data cover the DIS region in two Q**2 regions (5 to 25 GeV**2 and & gt; 25 GeV**2) and photoproduction for Q**2 & lt; 1 GeV**2. The data were collected during the HERA running period 1996 to 2000 with a total luminosity of 121 pb-1 of which 82 (39) pb-1 are from electron/position beams of energy 27.5 GeV colliding with protons of energy 920/820 GeV. The data require the presence of two hadronic jets for photoproduction events only, each with at least 5 GeV transverse energy.. Numerical values supplied by Chuanlei Liu.
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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 | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 0.243 |
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; both teacher heads agree on what is shown here.
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".