Maximum likelihood phylogenetic tree constructed using concatenated sequences of <i>cob1</i> (603 bp), <i>nad2</i> (882 bp) and <i>cox1</i> (789 bp), showing relationships between the examined Slovak isolates with completely recorded sequences for three genes and GenBank-related isolates of <i>Echinococcus multilocularis</i>.
Bibliographic record
Abstract
<p>The scale bar refers to a phylogenetic distance of 0.0020 nucleotide substitutions per site. Geographical origins of the reference isolates: SK, Slovakia; PL, Poland; EST, Estonia; CH, Switzerland; CDN; Canada. E1-E5, reference isolates for Europe sensu Nakao et al. [<a href="http://www.plosntds.org/article/info:doi/10.1371/journal.pntd.0011876#pntd.0011876.ref012" target="_blank">12</a>]; A1, A3, A8, reference isolates for Asia sensu Nakao et al. [<a href="http://www.plosntds.org/article/info:doi/10.1371/journal.pntd.0011876#pntd.0011876.ref012" target="_blank">12</a>]; N1, N2, reference isolates for North America sensu Nakao et al. [<a href="http://www.plosntds.org/article/info:doi/10.1371/journal.pntd.0011876#pntd.0011876.ref012" target="_blank">12</a>]. <i>Echinococcus shiquicus</i> (AB208064) from China was used as an outgroup.</p>
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 distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.004 | 0.002 |
| Meta-epidemiology (broad) | 0.005 | 0.001 |
| Bibliometrics | 0.001 | 0.004 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.004 | 0.002 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.008 | 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; both teacher heads agree on what is shown here.
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".