Study on Types of Environment,Spatial Ditribution and Sampling of Red Imported Fire Ant Solenopsis invicta Buren Active Mounds in Wuchuan,Guangdong Province
Bibliographic record
Abstract
Types of environment,spatial distirbution and optimum therotical sampling quantity of active mounds of red improted fire ant Solenopsis invicta Buren in Wuchuan,Guangdong Province were studied with data collected from different types of environments and some parameters of spatial pattern.The results showed that active mound density of red imported fire ant were very high at those non or rarely disturbed places while the density was very low at the farm often operated such as rice,vegetable,peanut,sweet potato.Some parameters m*,I,m*/m,C_(A) and K of spatial pattern revaealed that active mounds distributed radomly at horizontal space.Iwao m~(*)-m model and Taylor power model were built up between m* and m.According to the two models above,the basic unit at space was individual of active mound and the basic units interfered each other.The spatial distribution of active mounds was more uniform with higher density of active mounds.Optimum therotical sampling quantity for active mound was given based on the Iwao m~(*)-m model.Suitable sample technology was discussed.
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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 | 0.000 | 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) | 0.000 | 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".