From a Modest Start to a Flourishing Marine Research Environment: The Institutional Development of Marine Geosciences in Kiel after World War II
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
Contrary to classical oceanography in Kiel (Zenk et al., 2018) the development of the marine geosciences at CAU (Christian-Albrechts-Universitt zu Kiel)* was not linked to earlier and somewhat more modest beginnings of studies in marine geology in Kiel and other localities in Germany.Their development was therefore different from the new (after WW II) Institute of Marine Sciences (IfM) of CAU which was able to draw on the legacy of its predecessors in Berlin and in Kiel.The new IfM grew quickly beyond the means of a regular university institute and Gnter Dietrich succeeded in having it transferred 1968 to the "Blaue Liste" Institutes (later called Leibniz Institutes) which were co-funded in equal shares by the local and the
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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 | 0.008 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.004 | 0.005 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.009 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 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