Decolourisation of direct dyes with manganese peroxidase from white rot basidiomycete <i>Ganoderma lucidum</i>‐IBL‐5
Bibliographic record
Abstract
Abstract In the current project the ability of white‐rot fungus Ganoderma lucidum IBL‐05 was investigated for the decolourisation of some direct textile dyes. In the initial time course study maximum decolourisation (83.78 ± 5%) was observed for Solar golden yellow R at pH 4 and temperature 30°C after 6th day. Various process parameters like optimum pH, incubation time, temperature and additional carbon and nitrogen additives were optimized to achieve maximum decolourisation of the dye by G. lucidum IBL‐05. Addition of starch (1%) accelerated the dye decolourisation (96 ± 3%). All the nitrogen sources showed an inhibitory effect on dye decolourisation and enzyme induction. Manganese peroxidase (MnP) was found to be the only enzyme (256 ± 5 U/mL) secreted by G. lucidum IBL‐05.
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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) | 0.000 | 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".