12th Workshop of the Central European Division e.V. of the International Isotope Society
Bibliographic record
Abstract
Abstract V Snieckus [Queen's University, Canada]—The Directed Ortho Metalation—Cross Coupling Symbiosis in Aromatic Synthesis. N Geach, GP Randall, CJ Winfield [Scynexis, UK]—Isotopically Labelled 4‐Formylimidazole. A Studer [Marburg University, Germany]—New Concepts in Tin‐Free Radical Chemistry. AC Spivey, C Noban [Imperial College London, UK]. T Jones [Sheffield University, UK], GJ Ellames, A Kohler [Sanofi‐Synthélabo, UK], H Wadsworth [Amersham Biosciences, UK]—Opportunities for Isotope Labelling via Solid Phase Synthesis with Organogermanium Linkers. J Rieke‐Zapp [Aventis Pharma, Germany]—Optimization of Reaction Conditions on mg‐Scale by Use of Screening Devices. S Stone‐Elander [Karolinska Institute, Sweden]—Rerouting Radiochemistry with Microwaves. J Goehl, B Perry, D Leuck, J Windels, M Marx [EaglePicher Pharmaceutical, USA]—GMP and Radiolabelled Syntheses of Capsaicin. J Krüger, B Manmontri, G Fels [Paderborn University, Germany]—H/D‐Exchange in Aromatic Systems Using Transition Metal Catalysis. F Wüst, T Kniess, R Bergmann [Research Centre Rossendorf, Germany]—Synthesis of a 11C‐Labelled Nonsteroidal Glucocorticoid Receptor Ligand as Potential Radiotracer for Imaging Brain Glucocorticoid Receptors with Positron Emission Tomography (PET). P Mäding, F Füchtner [Research Centre Rossendorf, Germany], CS Hilger [Schering AG, Germany]. M Halks‐Miller, R Horuk [Berlix Biosciences, USA]—18F‐Labelling of a Potent Nonpeptide CCR1 Antagonist for the Diagnosis of the Alzheimer's Disease. L Matei, C Postolache, V Fugaru, E Condac, A Dinischiotu, M Costache [Bukarest University, Romania]—Use of [1,2‐3H] Testosterone in 5α‐ Reductase Enzymatic Activity Dosing in Dermal Fibroblast Cultures from Polycystic Ovarian Patients. L Matei, C Postolache, V Fugaru [Bukarest University, Romania]—Synthesis and Stability Studies of Acyclovir Labelled with Tritium. J Atzrodt, V Derdau [Aventis Pharma, Germany]—Studies on Directed Ortho‐Metalation (DoM) as Convenient Tool for the Synthesis of Labeled Compounds.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.191 | 0.088 |
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 source (direct Gemma or distilled Codex), 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".