Study on the Conditions of Photocatalysis and Biodegradation Coupled Intimately for Degradation of 1,2,3- and 1,3,5-Trichlorobenzene
Bibliographic record
Abstract
With the increasing environmental pollution, it is urgently needed to develop efficient methods to remove recalcitrant organic pollutants. Herein, intimately coupled photocatalysis and biodegradation (ICPB) technology was fabricated using bagasse cellulose-TiO 2 composite (SBC-TiO 2 ) as the carrier for photocatalyst and biofilm, Trichoderma mixed with activated sludge as a novel biological source for the removal of 1,2,3-Trichlorobenzene (1,2,3-TCB) and 1,3,5-Trichlorobenzene (1,3,5-TCB). The effects of different degradation conditions (carrier dosage, pH of reaction solution, and light intensity) on the degradation efficiency were investigated separately. Under the optimal process conditions (carrier dosage of 5%, pH of the reaction solution was 5, and light intensity was 700 lm/m 2 ), the removal rates of 1,2,3- and 1,3,5-TCB reached 92.02% and 95.00% within 6 h, respectively. The degradation rate of TCB and the variation of microbial dehydrogenase activity (DHA) showed that the ICPB system exhibited good photocatalytic performance and biodegradation stability.
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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 | 0.001 | 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".