THE CURRENT STATUS AND PROBLEMS IN THE STUDIES OF THE PHOSPHOROUS-RICH PERALUMINOUS MAGMATIC SYSTEM
Bibliographic record
Abstract
Highly evolved phosphorous-rich peraluminous magmatic system shows distinctive geochemical behaviors.It was characterized as being high in P,and ASI,low in Ca,Mg and Fe,strong depletions in REE,Th and Y, and mineralizations of W,Sn,Nb and Ta.The alkali feldspar crystallized from the P-rich peraluminous magmatic system is often enriched in phosphorous.The abundance and distribution of phosphorus in alkali feldspar can reveal the evolution history of the magma.As P has strong affinity to Li,an assemblage of spodumene-amblygonite-montebrasite occurred in the last stage of magmatic evolution.Previous studies showed that phosphorus can depress the liquidus and solidus,decrease the viscosity and increase the solubility of water in haplogranite melts.However,there remain some issues in the P-rich magmatic system to be explored clearly in the future,such as the effects of phosphorus on liquid immiscibility,fractionation of REE and other incompatible elements,and mineralizations of the rare metals.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.014 | 0.011 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.004 | 0.005 |
| Science and technology studies | 0.001 | 0.005 |
| Scholarly communication | 0.005 | 0.011 |
| Open science | 0.006 | 0.003 |
| Research integrity | 0.005 | 0.003 |
| Insufficient payload (model declined to judge) | 0.006 | 0.002 |
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".