Bibliographic record
Abstract
A new clean process for production of ammonium dichromate was developed by recrystallizing the low-temperature thermal decomposition products of sodium chromate(Na2CrO4) and ammonium dichromate from a double salt crystal, NaNH4CrO4·2H2O obtained from the carbonation process of Na2CrO4 in ammonia solution.The solubility and phase diagram of Na2CrO4-(NH4)2Cr2O7-H2O system were determined.According to the solubility data and phase diagram,the recrystallizing separation process of thermal decomposition products to prepare ammonium dichromate was analyzed.Results showed that the high purity ammonium dichromate could be obtained by dissolving and cooling crystallizing the thermal decomposition pro- ducts at 100 ℃ and 50 ℃,respectively,and the yield of ammonium dichromate was 76.8%.Through ammonia still process,the mother solution could be reused,and the ammonia could be recycled in the process.Therefore,the process was cleaner and more environmentally friendly.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".