Eradicating Typological Thinking in Prokaryotic Systematics and Evolution
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
In 1982, John Maynard Smith called for an evolutionary "New Synthesis" specific for prokaryotes, observing that "population thinking has been well developed for fully half a century, but has yet to be adopted by microbiology" (Maynard Smith 1982). Twenty-seven years later, typological thinking (population thinking's antithesis) still dominates the field. Evidence for this includes the continuing debates on the reality of prokaryotic species, the value of the term "prokaryote," and the significance of the tree of life (TOL). In each case, the unexpected prevalence of interlineage transfer of genetic information has been (or should now be) the catalyst for the final Darwinization of our discipline. With examples from phylogenomics, I argue that "species," "domains," and the "TOL" are reifications that we can do without, especially as genomics dissolves into metagenomics.
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.
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 | 0.001 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| 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 it