Bibliographic record
Abstract
SITE NAME OR SITE NUMBER: Lone Star Lake VESSEL NO.: 55 NON-PLASTICS: grog and hematite VESSEL FORM: Carinated bowl RIM AND LIP FORM: Direct rim and a rounded, exterior folded lip CORE COLOR: B (fired and cooled in a reducing environment) INTERIOR SURFACE COLOR: black (10YR 2/1) EXTERIOR SURFACE COLOR: black (10YR 2/1) WALL THICKNESS (RIM, BODY, AND BASE IN MM): 5.7 mm, rim INTERIOR SURFACE TREATMENT: smoothed EXTERIOR SURFACE TREATMENT: burnished HEIGHT (IN CM): 9.0 ORIFICE DIAMETER (IN CM): 22.3 DIAMETER AT BOTTOM OF RIM OR NECK (IN CM): 21.1 BASE DIAMETER (IN CM): 7.4 ESTIMATED VOLUME (IN LITERS): 1.2 liters DECORATION: The rim panel has an engraved continuous scroll motif with hooked arms that is repeated five times around the vessel. Scroll dividers include small engraved brackets. TYPE: Taylor Engraved Taylor Engraved 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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.004 | 0.001 |
| Bibliometrics | 0.000 | 0.003 |
| Science and technology studies | 0.000 | 0.004 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.008 | 0.012 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.008 | 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; both teacher heads agree on what is shown here.
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".