The tarnished plant-bug (Lygus pratensis) (Linn.) (Hemiptera-Miridae) in its relation to alfalfa
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
Litarature Citad 90 PUtaa baglnnlne with iiaea 99 J 9h0 temlshed plant-bug has ben mppmpttmttX^called "tho sparrow of the insdet trorld*'* It has alaost a vorld viAt distribution* eec\n>rin6 In ^arope, in praotloall?all parts of tbs l&iitsd states and Canada.It has been re- ported froa AlaslGa and Siberia* It has a rer; wide range of food plants y beizig a pest of norsery stoek^4wwsntel plants, and mtaxf field and vegetable crops.It has a wide distrlbutioQ in IsauHUi Bd taking the sbesle ssason through* is ttm aest iaBMrnis insest on alfalfa.It was first re- ported on alfalfa by Cooacersll in 1894 but the present ctHfl s the first with special referenee to alfalfa.This iga^mt oontsins a msmmrj of the llteratiivsi dealing with the tarnished plant-bug with the results of a study <t his iniMct in its relati<i to alfalfa whieh was nslto by t&s
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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