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Record W6892987326 · doi:10.5281/zenodo.13362397

Pleurotaenium subcoronulatum var. detum

2024· article· en· W6892987326 on OpenAlexaboutno aff

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2024
Typearticle
Languageen
FieldMaterials Science
TopicDiatoms and Algae Research
Canadian institutionsnot available
Fundersnot available
KeywordsSierra leoneSituatedApex (geometry)North westThe Republic

Abstract

fetched live from OpenAlex

6. Pleurotaenium subcoronulatum var. detum West & G.S. West 1896: 235, pl. 13: figs 2, 3 Type locality: USA. Description: The apices of the semicells are dilated and a clear abrupt constriction is situated at a distance of approximately one seventh of the semicell length from the pole (Fig. 4E). The cell wall is very slightly undulated beyond the basal inflation. The number of tubercles ranges from 26–30. The cells are about 11–19 times longer than wide. Cells are 404–446 µm long, and 29–38 µm wide at the base of the semicell. The apex is 27–28 µm wide, while the width at the constriction is 20–27 µm. Distribution: North America: Canada (Irénée-Marie 1939; Poulin et al. 1995), USA (West & West 1896; Smith 1924; Brown 1930; Prescott et al. 1975; Dillard 1990; Akin & Meyer 1996; Marshall et al. 2005; Laderman & Domozych 2005; Smith 2010). Central America: Cuba (Comas 2009). South America: Argentina (Tell 1985), Brazil (Bicudo & Ungaretti 1986; Souza 2008). Africa: Democratic Republic of the Congo (Van Oye 1953; Golama Swana Kaketa 1996), Guinea (Bourrelly 1975), Mozambique (Rino 1972); Sierra Leone (Grönblad et al. 1968); Uganda (Grönblad et al. 1964); Zimbabwe (Rich 1935). Lakes on borders of African countries: Tanganyika, Victoria (Cocquyt et al. 1993). Asia: Japan (Hirose et al. 1977), Russian Federation (Medvedeva 2023). Australia and New Zealand: Australia (Day et al. 1995).

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 imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.010
Threshold uncertainty score0.032

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0100.003

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.

Opus teacher head0.030
GPT teacher head0.261
Teacher spread0.231 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

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".

Quick stats

Citations0
Published2024
Admission routes1
Has abstractyes

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