Bibliographic record
Abstract
Meligethes viridescens (Fabricius, 1797) Charlotte Co.: near Maces Bay, 45.1245°N, 66.4735°W, 12.VIII.2007, R.P. Webster, Barrier (sea) beach, sweeping vegetation, (14, NBM, RWC). Majka and Cline (2006) documented the introduction history of this species in North America. The species has previously been reported from Maine, Nova Scotia, Prince Edward Island, and Québec (Hoebeke and Wheeler 1996; Mason et al. 2003), and is found throughout most of Europe, western North Africa, Turkey, the northern Middle East, the Caucasus, and northern Iran east to western Kazakhstan. Larvae feed on many genera of Brassicaceae, particularly Brassica spp., Sinapis spp., Cardamine spp., Arabis spp., and Erucastrum spp. (Kirk-Spriggs 1996, Majka and Cline 2006). In Europe, it is a widespread and common pest of oilseed rape (Brassica napus L. and Brassica rapa L.) (Mason et al. 2003). In Nova Scotia it has frequently been found on wild radish (Raphanus raphanistrum L., Brassicaceae) (Majka and Cline 2006) and R.P. Webster swept specimens from nettles (Urtica sp., Urticaceae) in Maine.
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.008 | 0.003 |
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 source (direct Gemma or distilled Codex), 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".