Three new species of the plant bug tribe Pilophorini from Japan (Hemiptera: Heteroptera: Miridae: Phylinae)
Bibliographic record
Abstract
Three new species of the plant bug tribe Pilophorini, belonging to Hypseloecus Reuter, 1891 and Pilophorus Hahn, 1825 are described from Japan as new to science, based on recently accumulated specimens as well as field-based investigations. Hypseloecus fukutomii sp. nov. and H. tamaderai sp. nov. were confirmed to be associated with Loranthaceae mistletoes, Taxillus yadoriki and T. nigrans. Pilophorus reoi sp. nov., assumed to be a predator, was found from the shrub of a raspberry, Rubus sieboldii, on Amami-Oshima and Okino-Erabu Islands of the Ryukyus. Updated keys to the Japanese species of Hypseloecus and allied members of Pilophorus reoi sp. nov. are also provided.
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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 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".