Waka’ Stela 44 and the Early Classic Kaan hegemony
Bibliographic record
Abstract
Abstract The Kaan (“Snake”) kings, a powerful political entity in the Classic Maya Lowlands, were housed in the Early Classic period at Dzibanche, and they moved their capital to Calakmul by the year a.d. 642 (Helmke and Awe 2016; Martin 2020:138–139). Their network of alliance and intermarriage radiated southward, and Waka's early eighth-century queen, Lady K'abel, was from the Kaan bloodline and married in to the Wak lineage, exemplifying the close connection between the two political entities. The discovery of Stela 44 in tunneling efforts in M13-1, the city's important ritual center, allows us to trace political ties between the Kaan and Wak kings to significantly earlier than previously known, which seem to begin around the mid-sixth century. This monument provides insight into three converging lines of evidence supporting the profound alliance these elites had built: first, the accession of a Wak king, Wa'oom Uch'ab Ahk, under the supervision of the Kaan king K'ahk’ Ti’ Ch'ich’; second, the father of the new king, Chak Tok Ich'aak, seems to be connected to La Corona, another early Kaan ally; and third, the mother of Wa'oom Uch'ab Ahk, Ix Ikoom, is also connected to La Corona and the broader Kaan hegemony through her title ix sak wahyis.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.010 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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".