Recognition of Variety for $100 Malaya Japanese Invasion Money Pick Number M8a: Capital Block Letter M and Number of Ropes
Bibliographic record
Abstract
In this paper varieties which have not been described in numismatic reference book of the World War II Remembered-History in Your Hands-A Numismatic Study and numismatic major catalogues of Pick and KN Boon are introduced. It is shown that the $100 Malaya Japanese Invasion Money, Pick number “M8a” (Pick # M8a) has other types of varieties by scoping their capital block letter “M” and “number of ropes” respectively. The recognition of variety on paper money is an important problem for private collectors and numismatic researchers responsible for the classification of numismatic collections. The paper presents a research approach for recognizing unlisted varieties in paper money of M8a. Using convenience sampling, 81 pieces of the $100 M8a were analysed for the dimension, faceplate, backplate and block letter. This paper provides an insight for Japanese Invasion Money collectors to be aware of regarding the new varieties found from the paper money.
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".