Bibliographic record
Abstract
SITE NO.: 41CE17 FEATURE: Burial AL-7 VESSEL NO.: 41CE17-25 NON-PLASTICS: grog and hematite VESSEL FORM: Carinated bowl with a direct rim and rounded lip; two sets of two tab tails on the lip CORE COLOR: Undetermined WALL THICKNESS: 5.1 mm INTERIOR SURFACE TREATMENT: smoothed on the rim EXTERIOR SURFACE TREATMENT: none HEIGHT: 6.0 cm ORIFICE DIAMETER: 11.3 cm DIAMETER AT BOTTOM OF RIM OR NECK: 11.3 cm BASE DIAMETER: 6.0 cm ESTIMATED VOLUME: 0.4 liters DECORATION: The rim has four rectangular engraved panels defined by two sets of two closely-spaced vertical lines. Within each panel are three concentric semi-circles that are attached to the lower (at the carination) horizontal engraved line of the panel. TYPE: Poynor Engraved, var. S in the upper Neches River basin (see Perttula et al. 2011) Poynor Engraved, var. S carinated bowl with effigy tab tails from the E. W. Henry site (41CE17).
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.241 | 0.080 |
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".