Bibliographic record
Abstract
SITE NAME OR SITE NUMBER: Wm. Handy Place\nCONTEXT INFORMATION: From a grave (Burial 2) in a cemetery excavated by Robert Shelton or Pete Miroir in 1940. Associated vessels include V-2040 and V-2042 to V-2044.\nACCESSION NO.: 5425-2021\nVESSEL NO.: V-2041\nNON-PLASTICS: grog\nVESSEL FORM: Bowl with a small globular body; vessel has a cut-down rim\nRIM AND LIP FORM: Direct rim with a flat cut-down lip\nCORE COLOR: B (fired and cooled in a low oxygen environment)\nINTERIOR SURFACE COLOR: very dark gray, with fire clouds\nEXTERIOR SURFACE COLOR: very dark gray, with fire clouds\nWALL THICKNESS (RIM, BODY, AND BASE IN MM): 3.4 mm, rim\nINTERIOR SURFACE TREATMENT: burnished on the rim and body\nEXTERIOR SURFACE TREATMENT: burnished on the rim and body\nHEIGHT (IN CM): 10.5\nORIFICE DIAMETER (IN CM): 11.4\nDIAMETER AT BOTTOM OF RIM OR NECK (IN CM): 11.0\nBASE DIAMETER (IN CM): N/A, rounded base\nESTIMATED VOLUME (IN LITERS): 0.96 liters\nDECORATION: The vessel has four vertical engraved panels filled with narrow sets of curvilinear and vertical engraved zones that have small punctates within each of the zones. The panels are separated from each other by one or two vertical engraved lines. At the bottom of each vertical panel is a continuous series of negative ovals defined by excising: the number of negative ovals ranges from six to eight in the four panels\nTYPE: Handy Engraved\nHandy Engraved bowl (5425-2021).
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.003 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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".