Bibliographic record
Abstract
SITE NAME OR SITE NUMBER: Lone Star Lake VESSEL NO.: 40 NON-PLASTICS: grog VESSEL FORM: Carinated bowl RIM AND LIP FORM: Direct rim and a rounded lip CORE COLOR: H (fired in a reducing environment and cooled in the open air) INTERIOR SURFACE COLOR: yellowish-brown (10YR 5/4) EXTERIOR SURFACE COLOR: dark gray (10YR 4/1) WALL THICKNESS (RIM, BODY, AND BASE IN MM): 6.3 mm, rim INTERIOR SURFACE TREATMENT: burnished on the rim EXTERIOR SURFACE TREATMENT: burnished HEIGHT (IN CM): 9.3 ORIFICE DIAMETER (IN CM): 20.3 DIAMETER AT BOTTOM OF RIM OR NECK (IN CM): 20.3 BASE DIAMETER (IN CM): 7.0 ESTIMATED VOLUME (IN LITERS): 1.1 liters DECORATION: The rim panel has an engraved scroll motif (Thurmond 1990) repeated four times around the vessel. The scrolls are divided by cross-hatched engraved brackets, and the upper and lower scroll fill zones are filled with a series of near vertical lines. A red clay pigment has also been rubbed in the engraved lines. TYPE: Ripley Engraved, var. Gandy Ripley Engraved, var. Gandy carinated bowl, Lone Star Lake site.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.668 | 0.373 |
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".