Aphodius (Melinopterus) prodromus
Bibliographic record
Abstract
Aphodius (Melinopterus) prodromus (Brahm, 1790) Materials Type status: Other material. Occurrence: recordedBy: A. S. Kurochkin; individualCount: 1; lifeStage: adult; occurrenceID: 5744E2FA-28D7-50D4-957E-69DFEEBDA6B4; Taxon: scientificName: Aphodius prodromus; kingdom: Animalia; phylum: Arthropoda; class: Insecta; order: Coleoptera; family: Scarabaeidae; genus: Aphodius; taxonRank: species; Location: country: Russia; stateProvince: Orenburg; locality: Pervomaiskij Distr., 7.32 km SSW of Koshkin vill., urochishche Pal’govo, gully bottom, forb-wormwood-grass steppe.; decimalLatitude: 51.82; decimalLongitude: 50.86; georeferenceProtocol: GPS; Identification: identifiedBy: L. A. Akhmetova; dateIdentified: 2023; Event: samplingProtocol: From feces of Marmota bobak, near burrow entrance; eventDate: 2023-05 - 19; Record Level: collectionID: urn:lsid:biocol.org:col:34969; institutionCode: ZIN; collectionCode: Coleoptera Distribution The species occurs throughout Europe, in North Africa (Morocco, Algeria), the Caucasus, the Transcaucasus, Asia Minor, Syria, Lebanon, Israel, Kazakhstan, middle Asia and Mongolia; it was imported to USA and Canada. In Russia, it is distributed from the western border to Yakutia. Biology A coprophagous species feeding on dung of cows, horses and wild ungulates. In Russia, this species is common; in southern regions, it occurs from March to December.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.016 | 0.005 |
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".