Bibliographic record
Abstract
49. Vascoblaniulus cabidochei Mauriès, 1967 Distribution FR-FRA (Gouffre de la Pierre-Saint-Martin in the Pyrenees, Basque Region). Habitat Cavernicolous. Cabidoche (1968: 670) described the unusual habitat of the species in detail: “Among the species living in this cavity, Vascoblaniuilus cabidochei should be especially emphasized; it is localised very differently from the remaining fauna ... and is never found together with … species which come to baits. (This is in contrast to what one can usually see in numerous caves at low altitude in the same region, where diplopods of the genus Typhloblaniulus = [Blaniulus] litterally swarm on baits. The new genus described by Mauriès is thus quite distinct: in addition to morphological criteria its ecology is quite different because it is the only species which frequents the banks of subterranean watercourses” (translated from French). In the latter respect, V. cabidochei is reminiscent of certain Trogloiulus and Typhloiulus species (Enghoff 1985b). Remarks Its mouthparts are very different from those of other blaniulids, probably an adaptation to living in very wet places (Enghoff 1985b).
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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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.016 | 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".