Study on fungal pollution of archive administrator's working environment in Jiaxing.
Bibliographic record
Abstract
[Objective] To study and analyze the situation of fungal pollution of the archive administrator’s working environment in Jiaxing region by surveying with epidemiologic methods and detecting samples,in order to give references for measuring and controlling the pollution and protecting administrator’s health.[Methods] The working environment,occupational habits, vocational education and Fungus-Related Hand Dermatosis(FRHD)of 102archive administrators in Jiaxing were surveyed with field investigation.At the same time,192 samples from storehouse air,archive files and administrator’s both hands were gathered and detected to find out fungal pollution degree and main fungus types.The detected data were analyzed to evaluate the influences of the pollution to administrators’health.[Results] The main fungi with their detecting rates respectively were Penicillium(70.83%), Aspergillus(41.15%),Cladosporium(33.85%),Mucor(31.77%),Saccharomyces(26.56%),Alternaria(12.50%)and so on. The whole fungal pollution level of storehouse air in Jiaxing was moderate(354cfu/m3),but which of those storehouses without any air quality control equipments or systems was high(602cfu/m3)and which of those with those equipments was low(107cfu/m3).The detected data of fungal quantity from hands of closely archive-contacting personnel(CAC personnel)were higher than those from non- CAC personnel’(sP0.05).The FRHD suffering rate of archive administrators was higher than that of other ordinary people in society (P0.05),and among the administrators the suffering risk of CAC personne(lOR=2.437)was obviously higher than that of non-CAC personne(lOR=1.083).In related vocational factors,full-time archive working and frequently handling moldy files were hazardous factors of FRHD in archive administrators(with OR values of 11.228 and 14.707 respectively),while occupational education about archives and health protect as well as attaching importance to washing hands were protective one(swith OR values of 0.105 and 0.054 respectively).[Conclusions] Suffering from FRHD in archive administrators has a obvious correlation to the archive occupation. Air quality control measures play important roles in controlling mold’s growing,improving air quality and protecting administrators’health.It’s necessary to strengthen the manage of archives and storehouses,improve occupational environment,and establish good occupational habits for reducing the risk of FRHD and protecting administrators’health.
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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 | 0.001 |
| 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".