Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
SITE NAME OR SITE NUMBER: Lone Star Lake VESSEL NO.: 70 NON-PLASTICS: grog VESSEL FORM: Bottle RIM AND LIP FORM: Direct rim and a rounded lip CORE COLOR: B (fired and cooled in a reducing environment) INTERIOR SURFACE COLOR: very dark gray (10YR 3/1) EXTERIOR SURFACE COLOR: very dark gray (10YR 3/1) WALL THICKNESS (RIM, BODY, AND BASE IN MM): 5.6 mm, neck INTERIOR SURFACE TREATMENT: none EXTERIOR SURFACE TREATMENT: burnished on the neck and smoothed on the body HEIGHT (IN CM): 12.5 ORIFICE DIAMETER (IN CM): 3.5 DIAMETER AT BOTTOM OF RIM OR NECK (IN CM): 3.6; 9.5 cm maximum body diameter BASE DIAMETER (IN CM): 6.2 ESTIMATED VOLUME (IN LITERS): 0.31 liters DECORATION: The vessel body has four panels of concentric engraved arcs, either widening towards the vessel base or towards the vessel neck. Partially dividing each of the concentric arcs of engraved lines are four triangular areas under the neck that are filled with small tool punctations made after the vessel had been fired. There is a red clay pigment rubbed into the engraved lines and the tool punctates. TYPE: Bailey Engraved Bailey Engraved 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.
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.004 |
| Scholarly communication | 0.004 | 0.004 |
| Open science | 0.016 | 0.017 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 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 it