Bibliographic record
Abstract
SITE NAME OR SITE NUMBER: Wm. Handy Place\nCONTEXT INFORMATION: From a grave (Burial 1) in a cemetery excavated by Robert Shelton in 1940. Associated vessels include V-2030 to V-2035 and V-2037 to V-2039.\nACCESSION NO.: 5425-2127\nVESSEL NO.: V-2036\nNON-PLASTICS: fine grog\nVESSEL FORM: Carinated bowl with two rim panels\nRIM AND LIP FORM: Everted rim with a rounded lip\nCORE COLOR: A (fired and cooled in an oxidizing environment)\nINTERIOR SURFACE COLOR: light yellowish-brown\nEXTERIOR SURFACE COLOR: light yellowish-brown\nWALL THICKNESS (RIM, BODY, AND BASE IN MM): 4.9 mm, rim\nINTERIOR SURFACE TREATMENT: smoothed on the rim panels\nEXTERIOR SURFACE TREATMENT: burnished on the rim and body\nHEIGHT (IN CM): 5.0\nORIFICE DIAMETER (IN CM): 11.9\nDIAMETER AT BOTTOM OF RIM OR NECK (IN CM): 8.8\nBASE DIAMETER (IN CM): 3.4\nESTIMATED VOLUME (IN LITERS): 0.36 liters\nDECORATION: There is a single horizontal engraved line on the upper rim panel, underneath the lip. The lower rim panel has a motif repeated 11 times around the vessel, defined by horizontal engraved lines at the top and bottom of the panel: the motif consists of sets of three closely-spaced vertical engraved lines between hatched triangles pendant from the upper horizontal engraved line.\nTYPE: Simms Engraved\nSimms Engraved carinated bowl (5425-2127).
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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 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.002 | 0.003 |
| Open science | 0.005 | 0.003 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".