Bibliographic record
Abstract
SITE NAME OR SITE NUMBER: Lone Star Lake\nVESSEL NO.: 60\nNON-PLASTICS: grog\nVESSEL FORM: Carinated bowl\nRIM AND LIP FORM: Direct rim and a rounded, exterior folded lip\nCORE COLOR: B (fired and cooled in a reducing environment)\nINTERIOR SURFACE COLOR: dark grayish-brown (10YR 4/2)\nEXTERIOR SURFACE COLOR: dark grayish-brown (10YR 4/2)\nWALL THICKNESS (RIM, BODY, AND BASE IN MM): 7.0 mm, rim\nINTERIOR SURFACE TREATMENT: smoothed\nEXTERIOR SURFACE TREATMENT: smoothed\nHEIGHT (IN CM): 11.0\nORIFICE DIAMETER (IN CM): 20.5\nDIAMETER AT BOTTOM OF RIM OR NECK (IN CM): 19.0\nBASE DIAMETER (IN CM): 6.5\nESTIMATED VOLUME (IN LITERS): 1.4 liters\nDECORATION: The rim panel has an engraved scroll motif repeated four times around the vessel. Each scroll has a single upper and lower tick mark instead of a scroll fill zone. The scrolls are divided by four vertical or near vertical engraved lines that together resemble an engraved bracket. The engraved lines are filled with a red clay pigment.\nTYPE: Ripley Engraved, var. unspecified\n \nRipley Engraved, var. unspecified carinated bowl, Lone Star Lake site.
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 | 0.000 | 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.004 | 0.004 |
| 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".