ВЛИЯНИЕ ТЯЖЕЛЫХ МЕТАЛЛОВ НА ДИНАМИКУ ЧИСЛЕННОСТИ И ФЛУОРЕСЦЕНТНЫЕ ХАРАКТЕРИСТИКИ PROROCENTRUM FORAMINOSUM (DINOPHYTA)
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Bibliographic record
Abstract
Проведена оценка динамики численности, внешнего вида клеток, флуоресценции хлоропласта и зеленой автофлуоресценции клеток (ЗАФ) динофлагелляты Prorocentrum foraminosum при воздействии тяжелых металлов: кадмия Cd2+, никеля Ni2+ и свинца Pb2+ в концентрациях 10 и 20 мкг/л. Показано, что все металлы в изученных концентрациях оказали ингибирующее влияние на численность клеток: наименьшее воздействие оказал Cd2+. Морфологически клетки не изменялись при воздействии Cd2+, Pb2+, а при добавлении Ni2+ отмечена деформация клеток. Флуоресценция хлоропласта изменялась при воздействии металлов, за исключением Cd2+. В целом, ЗАФ не изменялась при наличии в среде Cd2+, увеличивалась при добавлении Ni2+, снижалась – Pb2+. Предложено использовать ЗАФ для экспресс оценки токсичности веществ и качества вод.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.018 | 0.046 |
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