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 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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.005 | 0.006 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.115 | 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".