Family Miridae Hahn, 1833 (= Capsidae Burmeister, 1835)
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
The family Miridae, commonly called plant bugs, is the largest of all heteropteran families, containing well over a third of the known species. It is estimated that the world fauna will approach 20,000 once the neotropical species are fully studied. In this catalog, we treat about 223 genera and 1,930 species from Canada and the continental United States. Plant bugs range in size from about 1.5 mm for certain species of the spider web-inhabiting genus Ranzovius Distant or brachypterous forms of the garden fleahopper, Halticus bractatus, to more than 15 mm in neotropical species of Platytylus Fieber. Mirids generally are fragile, delicate bugs, characterized by 4-segmented antennae, 4-segmented rostrum, 2 or 3-segmented tarsi, a single dorsal-abdominal scent gland, lack of ocelli, asymmetrical male parameres, hemelytral membrane with two closed cells, and a distinct cuneus at the apex of the corium in macropterous forms.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.007 | 0.006 |
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