Degradation of Anthracene by Alkaliphilic Bacteria Bacillus badius
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Alkaliphilic bacterial strain Bacillus badius D1was isolated from Pristine Crater Lake of Lonar, Buldhana, MS, India. It was found that the bacterial strain had a promising potential to degrade aromatic hydrocarbons. The growth conditions of the strain were optimized. The bacterial strain Bacillus badius D1 could degrade anthracene at a concentration of 50 mg/100 ml at pH 9.0 with in 60 hrs. Similarly the effect of experimental parameters like pH, temperature, and salinity was also studied on anthracene degradation. The structural determination of the intermediates of anthracene degradation was carried out by spectroscopic analysis like FTIR, GC-MS and 1HNMR. A tentative pathway of anthracene degradation by bacillus badius D1 is also reported.
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.
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) | 0.005 | 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 it