Intensification of Conductivity and Solubility of Polypyrrole Using Acrylic Acid and Polyacrylic Acid Dopants
Bibliographic record
Abstract
Doped polypyrrole (PPy) was synthesized using FeCl3 as an oxidant, acrylic acid and poly(acrylic acid) as dopants. The effects of dopants and doping level on the solubility and conductivity parameters were optimized. The doped PPy was characterized using FT-IR, UV-Vis and EPR measurements. The thermal stability of doped PPy was studied by TGA/DSC analysis. The morphology of the doped PPy was studied using Scanning Electron Microscope. The Electrochemical study of the doped PPy was carried out by Electrochemical Impedance Spectroscopy (EIS). This study reveals that the polyacrylic acid doped PPy shows higher conductivity than its monomer acrylic acid and the water soluble nature was also augmented at higher doping level of polyacrylic acid on the PPy.
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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 | 0.005 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.004 |
| Scholarly communication | 0.000 | 0.001 |
| 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".