Bibliographic record
Abstract
SITE NAME OR SITE NUMBER: Paul Mitchell VESSEL NO.: 6-2-110, Burial 42 VESSEL FORM: Carinated bowl NON-PLASTICS AND PASTE: grog RIM AND LIP FORM: Direct rim and rounded lip CORE COLOR: F (fired in a reducing environment and cooled in the open air) INTERIOR SURFACE COLOR: brown; fire clouds on the rim EXTERIOR SURFACE COLOR: reddish-brown; fire clouds on the rim and body WALL THICKNESS (IN MM): rim, 6.1 mm INTERIOR SURFACE TREATMENT: smoothed EXTERIOR SURFACE TREATMENT: burnished on the rim HEIGHT (IN CM): 9.4 ORIFICE DIAMETER (IN CM): 21.0 DIAMETER AT BOTTOM OF RIM OR NECK (IN CM): 19.5 BASE DIAMETER (IN CM) AND SHAPE OF BASE: 12.0; circular and rounded ESTIMATED VOLUME (IN LITERS): 1.2 DECORATION (INCLUDING MOTIF AND ELEMENTS WHEN APPARENT): The upper part of the rim has three equally-spaced horizontal engraved lines. Beneath the lines are 24 chevron-shaped engraved elements; every other chevron-shaped element in the set is a narrow hatched zone, while the others are simple line elements. PIGMENT USE AND LOCATION ON VESSEL: white clay pigment in the engraved lines TYPE AND VARIETY (IF KNOWN): Bowie Engraved (see Suhm and Jelks 1962:Plate 9a) Bowie Engraved carinated bowl in Burial 42 at the Paul Mitchell site (41BW4).
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.823 | 0.601 |
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".