DEEP DIVISION IN THE CHLOROPHYCEAE (CHLOROPHYTA) REVEALED BY CHLOROPLAST PHYLOGENOMIC ANALYSES<sup>1</sup>
Bibliographic record
Abstract
The Chlorophyceae (sensu Mattox and Stewart) is a morphologically diverse class of the Chlorophyta displaying biflagellate and quadriflagellate motile cells with varying configurations of the flagellar apparatus. Phylogenetic analyses of 18S rDNA data and combined 18S and 26S rDNA data from a broad range of chlorophycean taxa uncovered five major monophyletic groups (Chlamydomonadales, Sphaeropleales, Oedogoniales, Chaetophorales, and Chaetopeltidales) but could not resolve their branching order. To gain insight into the interrelationships of these groups, we analyzed multiple genes encoded by the chloroplast genomes of Chlamydomonas reinhardtii P. A. Dang. and Chlamydomonas moewusii Gerloff (Chlamydomonadales), Scenedesmus obliquus (Turpin) Kütz. (Sphaeropleales), Oedogonium cardiacum Wittr. (Oedogoniales), Stigeoclonium helveticum Vischer (Chaetophorales), and Floydiella terrestris (Groover et Hofstetter) Friedl et O'Kelly (Chaetopeltidales). The C. moewusii, Oedogonium, and Floydiella chloroplast DNAs were partly sequenced using a random strategy. Trees were reconstructed from nucleotide and amino acid data sets derived from 44 protein-coding genes of 11 chlorophytes and nine streptophytes as well as from 57 protein-coding genes of the six chlorophycean taxa. All best trees identified two robustly supported major lineages within the Chlorophyceae: a clade uniting the Chlamydomonadales and Sphaeropleales, and a clade uniting the Oedogoniales, Chaetophorales, and Chaetopeltidales (OCC clade). This dichotomy is independently supported by molecular signatures in chloroplast genes, such as insertions/deletions and the distribution of trans-spliced group II introns. Within the OCC clade, the sister relationship observed for the Chaetophorales and Chaetopeltidales is also strengthened by independent data. Character state reconstruction of basal body orientation allowed us to refine hypotheses regarding the evolution of the flagellar apparatus.
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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 | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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".