Bibliographic record
Abstract
Abstract Im Juli 2013 wird die neue europäische Bauproduktenverordnung in Kraft treten. Sie löst die Bauproduktenrichtlinie ab, die bislang die rechtliche Grundlage der CE‐Kennzeichnung von Bauprodukten ist. Im Gegensatz zur bisherigen Richtlinie, die eine Umsetzung durch nationale Gesetze erforderte, sichert nun die Rechtsform der Verordnung die unmittelbare und gleiche Wirksamkeit der rechtlichen Regelungen in allen Mitgliedstaaten. Damit erfolgt die CE‐Kennzeichnung europaweit nach einheitlichen Vorgaben. Im deutschen Bauproduktengesetz ist damit im Wesentlichen nur noch zu regeln, welche Stellen die im europäischen Recht vorgesehenen Aufgaben zu erfüllen haben. From Construction Products Directive to Construction Products Regulation – the new European legal framework for construction products. In July 2013 the European Construction Products Regulation will enter into force. The new regulation will replace the Construction Products Directive, which is the legal basis for CE marking of construction products today. In contrast to the current situation the legal form of a regulation ensures the direct and equal applicability of the legal provisions in all Member States. On this basis CE marking will follow uniform rules in the European Union. The German construction products law, the Bauproduktengesetz, remains mainly necessary to define which bodies are competent for the tasks foreseen in the European law.
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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 | 0.010 | 0.008 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.004 | 0.003 |
| Scholarly communication | 0.013 | 0.006 |
| Open science | 0.002 | 0.007 |
| Research integrity | 0.007 | 0.012 |
| Insufficient payload (model declined to judge) | 0.083 | 0.068 |
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".