Bibliographic record
Abstract
SITE NAME OR SITE NUMBER: Lone Star Lake\nVESSEL NO.: 71\nNON-PLASTICS: bone\nVESSEL FORM: Bottle with a spool neck and four body peaks\nRIM AND LIP FORM: Everted rim and a rounded lip\nCORE COLOR: B (fired and cooled in a reducing environment)\nINTERIOR SURFACE COLOR: very dark gray (10YR 3/1)\nEXTERIOR SURFACE COLOR: very dark gray (10YR 3/1)\nWALL THICKNESS (RIM, BODY, AND BASE IN MM): 6.7 mm, neck\nINTERIOR SURFACE TREATMENT: smoothed on the upper neck\nEXTERIOR SURFACE TREATMENT: burnished\nHEIGHT (IN CM): 11.0\nORIFICE DIAMETER (IN CM): 4.3\nDIAMETER AT BOTTOM OF RIM OR NECK (IN CM): 5.1; 8.3 cm is the maximum body diameter\nBASE DIAMETER (IN CM): 6.2\nESTIMATED VOLUME (IN LITERS): 0.27 liters\nDECORATION: The body has four panels of seven concentric engraved semi-circles. Every other concentric engraved line has downward-pointing triangular tick marks. Partially separating each of the panels are triangular areas under the neck that are filled with small punctations. A red clay pigment has been rubbed in the engraved lines and the punctations.\nTYPE: cf. Bailey Engraved\nBailey Engraved spool-necked bottle, 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 | 0.002 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.004 | 0.003 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".