A BRIEF STUDY ON THE GEOGRAPHIC DISTRIBUTION OF MICROPSECTRA RADIALIS GOETGHEBUER, 1931 (DIPTERA, CHIRONOMIDAE)
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
Micropsectr a radialis is an univoltine cold-water species of chironomids, typical for high-mountain lakes in Western Europe. Studies show its presence in lakes in Asia region and in small rivers with groundwater discharge in the middle zone of European Russia. There was a record on Baffin Island in the Nearctic region. Thus, this species has a discontinuous range and may be distributed more widely. The purpose of the study was to determine climatic factors that limit the distribution of this species and the expected areas of its inhabitance. In order to research M. radialis distribution we collected literature data on its findings and made range model, based on 20 bioclimatic parameters and 119 locations using the Maxent program. There are two key bioclimatic parameters regulate the model: the average temperature of the coldest quarter and the average annual monthly temperature range. The first parameter directly affects the model, while the second one has very low direct contribution. Nevertheless, excluding the second parameter significantly reduces the accuracy of the model. The first parameter probably reflects the bioclimatic conditions of Western Europe with most of the findings, while the second parameter allows including a few finds from Asia. According to the model, supposed habitats of the species in the Nearctic are Newfoundland, the Great Lakes, the mountains of British Columbia, and southern Alaska.
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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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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