Bibliographic record
Abstract
Stenopelmatus sp. 1 (Fig. 3C) Commonly known as "boyish" or Jerusalen Crickets (Weissman, 2005), are peculiar Orthoptera with fossorial habits, eyes narrowed, abdomen inflated and separated from the thorax by a small pedicel (Cadena-Castañeda & Torres, 2013) are the closest group to rolling leaf crickets or gryllacridines (Song et al., 2015; Vandergast et al., 2018). To date there are 20 valid pecies of Stenopelmatus Burmeister; discontinuously distributed from Canada to Costa Rica (Burmeister, 1838; Gorochov & Cadena-Castañeda, 2016; Cigliano et al. 2018). For Mexico there are registered S. lycosoides Walker, S. calcaratus Griffini and S. lessonae Griffini (no precise location); S. guatemalae Brunner von Wattenwyl (Chiapas, but also registered to Guatemala and Nicaragua). S. histrio Saussure and S. minor Saussure, (Veracruz); S. nietei Saussure, (Veracruz, Hidalgo, Tamaulipas and Coahuila); S. longispinus Brunner von Wattenwyl (Sinaloa); S. talpa Burmeister, (initially without precise locality but recently recorded by Gorochov & Cadena-Castañeda, 2016, for the states of Oaxaca, State of Mexico and Veracruz) and S. fuscus Haldeman, which is registered for the northeast Mexican territory. However, the photographs of S. fuscus found in reports in which the species is reported, such as those of Berumen et al. (2006) and Barrientos-Lozano et al. (2013) do not confirm? to the original description and most likely were erroneously identified, like the previous two publications, the record for this species in Mexico is doubtful (Weissman, 2001; Gorochov & Cadena-Castañeda, 2016; Cigliano et al., 2018). These individuals were collected from May to December. Females were trapped the most in carrion traps. The morphospecies studied here is very similar to S. minor Saussure by its small size and black color, according to Weissman (2001). Numerous species await description by Dr. David Weissman, commenting only that only on the east coast of the United States there may be about 50 undescribed species morphologically similar. Species of Stenopelmatus live under the sand or soil (lowland species and semi-desert areas) but almost nothing is known about the species that inhabit the mountains, some individuals of this morphospecies were seen in galleries or decaying logs, are omnivorous habits and subjected to stress can become cannibalistic. At the request of Dr. David Weissman this species is not described.
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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 | 0.000 |
| 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) | 0.009 | 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".