Bibliographic record
Abstract
Genus Caudotestis Issaitschikow, 1928 urn:lsid:zoobank.org:act:ACF01C2B-6130-4D82-BC8E-CC55DF11B2B7 The status of the genus Caudotestis was discussed by Cribb (2005), who restricted it to four species from cold and deep waters. A further species has been described since. These species are: The type-species Caudotestis nicolli Issaitschikow, 1928, is known from Cottidae and Anarhichadidae, Kara Sea and off the eastern coast of Canada (Issaitschikow 1928; Bray 1979). Caudotestis opisthorchis (Polyanski, 1955) is known from Agonidae, Cottidae, Gadidae, Hemitripteridae, Hexagrammidae, Liparidae, Psychrolutidae and Sebastidae, Barents Sea, East Kamchatka, Chukotsk, Bering Sea, Sea of Okhotsk, off British Columbia, off West Greenland and off the eastern coast of Canada (Shulman & Shulman-Albova 1953; Polyanski 1955; Strelkov 1960; Zhukov 1963; Mamaev 1965; Arai 1967, 1969; Brinkmann 1975; Bray 1979; Machida & Araki 1992; Shvetsova 1992, 1994). Caudotestis kerguelensis (Prudhoe & Bray, 1973) is known from Channichthyidae, Congiopodidae and Nototheniidae, off Heard Island, Kerguelen, and the Macquarie Islands (Prudhoe & Bray 1973; Zdzitowiecki & Pisano 1996). Caudotestis glacialis (Zdzitowiecki, 1989) (syn. Stenakron sp. of Prudhoe & Bray 1973) is known from Artedidraconidae, Bathydraconidae and Liparidae, Davis Sea, Bransfield Strait and the Weddell Sea (Prudhoe & Bray 1973; Zdzitowiecki 1989, 1993, 1997a, 1997b, 2002a, 2000b). Caudotestis patagonensis Cantatore, Lancia, Lanfranchi & Timi, 2012 is known from Congiopodidae, Patagonian Shelf, Argentina (Cantatore et al. 2012).
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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 | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.012 | 0.003 |
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".