Bibliographic record
Abstract
To sodium aluminate (NaAlO2) and tin sodium (Na2SnO3.3H2O) as raw material,(NH4)2SO4 as a precipitating agent,a surface active agent in Canada polyvinyl pyrrolidone (PVP) and polyvinyl alcohol dispersing agent (PVA) aqueous solution ,by hydrolysis of the first successful double the synthesis of the Al-SnO2 nano-composite oxides,and the use of Fourier transform infrared spectroscopy (FTIR),X-ray diffraction (XRD),transmission electron microscopy (TEM) and other methods on the synthetic samples morphology and structure were characterized. The results showed that:the synthesis of nano-composite oxide particle size was less than 20 nm,and it decreased with the increase of Al content. The incorporation of Al can inhibit crystal growth good,when the water bath temperature is 80 ℃,Al/Sn = 1:2,the income dispersion of nano-composite material is the best,smallest particle size,about 9～15 nm.
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 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 | 0.000 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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".