Bibliographic record
Abstract
Poecilopompilus decedens (Smith) BRAZIL: Goiás State, Goiânia; 23 April 2009; E. Neri. Host: Misumenops sp. (Thomisidae), adult or subadult female. Three photographs show the wasp (1) atop the immobilized crab spider, venter to venter, as it hung in midair by a silken thread from a spinneret; the wasp grasped the base of the spider’s chelicera with her mandibles; (2) atop the spider grasping the base of its second right leg as the prey laid on its left side on a leaf near ground level; and (3) maintaining the same grasp on the ground atop the spider in a ventral side upward position (Neri 2009). BRAZIL: São Paulo State, Jacareí; 20 April 2011; T. Nascimento de Melo. Host: Misumena sp. (Thomisidae), adult or subadult female. The wasp stood above and beside the paralyzed crab spider as it laid on grass, dorsal side upward (Fig. 2; Nascimento de Melo 2011). This host record was listed under Poecilopompilus sp. in Kurczewski et al. (2020b).
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 | 0.001 |
| 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) | 0.021 | 0.004 |
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".