Bibliographic record
Abstract
Zaphotias pedaliotus (Goode & Bean, 1896) (Fig. 4F) Diagnosis. As for the genus. Geographical distribution. Atlantic and Indian oceans, from 43ºN to 40ºS (Grey, 1964; Mukhacheva, 1976; Schaefer et al., 1986a; Quéro et al., 1990a; Porteiro et al., 1999; Hutchins, 2001; Olivar et al., 2017; Judkins, Haedrich, 2018; Bernal et al., 2020; Sutton et al., 2020). In the western Atlantic, the species was recorded from off Canada to northeastern Brazil, including the Gulf of Mexico and the Caribbean Sea (Grey, 1964; McAllister, 1990; McEachran, Fechhelm, 1998; Harold, 2003; Judkins, Haedrich, 2018). In Brazilian waters, the species was previously recorded off Maranhão State, the Rocas Atoll, and the Saint Peter and Saint Paul and Fernando de Noronha archipelagos (Mukhacheva, 1976; Eduardo et al., 2018a; Judkins, Haedrich, 2018). Zaphotias pedaliotus is herein recorded from off Rio Grande do Norte State (near the seamounts), Paraíba State, Rocas Atoll, and Fernando de Noronha Archipelago, based on specimens collected between depths of 130 and 984 m (Fig. 3C). Remarks. Until recently, this species was usually recognized as Bonapartia pedaliota Goode & Bean, 1896, including in Brazilian waters (e.g., Eduardo et al., 2018a; Judkins, Haedrich, 2018; Melo et al., 2020). However, Bonapartia Goode & Bean, 1896 is a junior homonym of Bonapartia Büttikofer, 1896 (Aves: Pycnonotidae). The species should therefore be recognized in Zaphotias Goode & Bean, 1898 (Sangster, 2021). Specimens examined. 141 (37–81 mm SL): NPM 4229, 47 (37–72 mm), AB2#52B; NPM 4392, 28 (42–71 mm), AB2#41A; NPM 4407, 3 (53–62 mm), AB2#56B; NPM 4408, 23 (40–81 mm), AB2#42A; NPM 4409, 6 (58–61 mm), AB2#52A; NPM 4423, 29 (49–71 mm), AB2#40A; NPM 4529, 1 (56 mm), AB2#21; NPM 4611, 1 (damaged), AB2#59A; NPM 5059, 2 (57–60 mm), AB2#44A; NPM 6106, 1 (damaged), AB2#44B.
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.009 | 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".