The discovery of the first potash mine and the development of the potash industry since 1861
Bibliographic record
Abstract
Abstract The birth of potash industry was 1861 in Staßfurt, Duchy of Prussia with commissioning of the first potash plant. During the mining of rock salt in Staßfurt, seams containing potassium had previously only been discovered by chance and initially treated as overburden. Until 1918, potash production was only in the German Empire with a total capacity of about 0.83 million t K. Subsequently, a successful global exploration for further potash deposits began. Large and high‐quality potash deposits are found in the Northern Hemisphere in Europe, Canada, Russia, and Belarus. From around 1950 onward, the industry began to grow strongly. In 2021, the global production was about 36 million t K. More than 90% is marketed as fertilizer, mainly potassium chloride. Feeding the world's growing population requires a safe and adequate supply of fertilizer. The potash production capacities are correspondingly high and the global supply of potassium fertilizer is secured for centuries to come.
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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 | 0.002 | 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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".