The chromosomal genome sequence of the fragile freshwater sponge, Eunapius fragilis (Leidy, 1851) and its associated microbial metagenome sequences
Bibliographic record
Abstract
<ns3:p> We present a genome assembly from a specimen of <ns3:italic>Eunapius fragilis</ns3:italic> (fragile freshwater sponge; Porifera; Demospongiae; Spongillida; Spongillidae). The genome sequence has a total length of 218.91 megabases. Most of the assembly (99.98%) is scaffolded into 23 chromosomal pseudomolecules. The mitochondrial genome has also been assembled and is 28.5 kilobases in length. Gene annotation of this assembly on Ensembl identified 26,614 protein-coding genes. Additionally, eight high-quality bacterial metagenomes belonging to the <ns3:italic>Bacteroidota</ns3:italic> and <ns3:italic>Pseudomonadota</ns3:italic> phyla were assembled. </ns3:p>
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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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.004 | 0.014 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".