A review of ground beetle species (Coleoptera: Carabidae) of Minnesota, United States : New records and range extensions
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
We report new Minnesota records for 13 genera and 100 species of ground beetles (Coleoptera: Carabidae), reflecting 21% and 31% increases, respectively, over records in the literature.There are now 76 genera and 433 carabid species recorded from Minnesota.New material was collected from sub-boreal forest study sites in northeastern and central Minnesota.We also surveyed 16 museum collections and private collections in the United States with an emphasis on collections in the north central region and those likely to contain Minnesota records.New generic records for Minnesota from the museum collections include Paratachys Casey, Nomius Laporte, Platypatrobus Darlington, Gastrellarius Casey, Lophoglossus LeConte, Pseudamara Lindroth, Panagaeus Latreille, Dicheirotrichus Jacquelin du Val, Discoderus LeConte, Leptotrachelus Latreille, Tetragonoderus Dejean, Apenes LeConte, and Axinopalpus LeConte.New species records from the field surveys in northeastern
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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 | 0.000 | 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 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it