Bibliographic record
Abstract
In this thesis, -Bnzymydazol derivatives have been synthesized from the reaction of various aldehides with orthophenyene diamine using catalytic amounts of Fe3O4@Cu-Ce-MCM-41 in ethanol under reflux condition Fe3O4@Cu-Ce-MCM-41 catalysts were synthesized with different molar ratios of Si/Ce and Si/Cu and characterized by SEM, XRD, FT-IR techniques.thecatalyst with molar ration of Si/Ce=90 and Si/Cu=30 in ethanol unther reflux conditions was showed the best catalytic activity in above mentioned ractioned reation and the benzimidazoles were synthesized with high yilds.Reusability of both catalysts were considered in reactions and the results showed that the Fe3O4@Cu-Ce-MCM-41catalyst have raction reusalitity with no decrease in its activity also, the Fe3O4@Cu-Ce-MCM-41 catalyset after calcination has reusability with low decrease in this activity.
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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 | 0.000 | 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) | 0.999 | 0.977 |
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; both teacher heads agree on what is shown here.
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".