TABLE 4 in Small naviculoid species of Kobayasiella Lange-Bertalot, Adlafia Moser, Lange-Bertalot & Metzeltin, Nupela Vyverman & Compère and Sellaphora Mereschowsky from Tursujuq National Park, Hudson Bay region, Nunavik, Québec
Bibliographic record
Abstract
TABLE 4. — Key distinctive traits of the newly described species. SpeciesValve outlinePosition of central raphe fissuresTerminal raphe fissuresOrientation of striaeStructural formation of areolae within striaeKobayasiella tursujuqensis sp. nov.Small, linear to linear-lanceolateBetween mid-valve and apexCurved, deflected, not hooked, on the secondary side of valve openingStrongly radiate at mid-valve to strongly convergent at apicesSometimes expanded around the central area, occluded with 4-8 rows of poresAdlafia umiujaqensis sp. nov.Linear-elliptic to elliptic with rounded endsNo kink-like irregularity halfway between mid-valve and apexCurved down onto upper region of mantleWeakly radiate at mid-valve to parallel or weakly convergent at apices, continuous from valve face to mantleRound to rectangular, 5-7 per stria, 3-4 at apices, covered by a fine poroid velum with 8-11 circular rows of small poresAdlafia ossiformis sp. nov.Elliptic at mid-valve with broad capitate endsNo kink-like irregularity halfway between mid-valve and apexCurved down onto upper region of mantleContinuous, straight to weakly arched from valve face to mantle, more widely spaced around central areaRound to rectangular, 4-6 per stria, covered with a fine poroid velum with 8-9 circular rows of small poresSellaphora vincentiana sp. nov.Linear-elliptic to elliptic with restricted rostrate endsNo kink-like irregularity halfway between mid-valve and apexBent down onto upper region of mantle, opening into a small circular depressionMore widely spaced around central area, parallel throughoutRound to rectangular, 8-10 per stria, 3-4 at apices, covered with a recessed fine poroid velum with circular rows of small and almost indistinct pores
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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 | 0.003 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.024 | 0.005 |
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".