Psychoda (Tinearia) lativentris Berden 1952
Bibliographic record
Abstract
Psychoda (Tinearia) lativentris Berdén, 1952 lativentris Berdén, 1952: 110 (as Psychoda). Type locality: Sweden, Sk. AkÂrp, Additional references: Quate (1955, North America records), Quate (1959b, Mexican record), Quate (1960a), Quate (1965, Nearctic catalogue), Salamana (1966, Italy record), Collantes & Martínez-Ortega (1999b, Nicaragua record). Psychoda alternata Say: del Rosario (1936, in part, female). Syn. Psychoda quadesiana Vaillant, 1963b: 211. Type locality: Afghanistan, Quades, au sud de Qual’eh Nahou. Additional references: Wagner (1991). Tinearia lativentris (Berdén, 1952): Ježek (1984, listed), Wagner (1991, Palaearctic catalogue), Ježek & Goutner (1995, Greece record), Ježek & Barták (2000, Czech record), Ježek & Yagci (2005, Turkey record). Psychoda (Tinearia) lativentris Berdén: Bravo et al. (2006b). General distributio n. Palaearctic (Wagner, 1991), Nearctic (Quate 1955), Mexico, Nicaragua (Collantes & Martínez-Ortega 1999b). This species has Holarctic distribution, with records in Canada and the United States of America (Quate 1955). Distribution in Mexic o. Ciudad de México (formerly Distrito Federal (Ibáñez-Bernal 2008)), Estado de México (Quate 1959b).
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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 | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 0.002 |
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".