Chronology of Kama Neolithic culture
Why this work is in the frame
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Bibliographic record
Abstract
The concept of the Kama Neolithic culture was proposed by Otto Bader, but lacked radiocarbon dates in the 20th century. Now, we have more than 50 radiocarbon dates that can be attributed to the Kama Neolithic culture. The results of radiocarbon analysis of organogenic materials of the Kama culture allow us to determine its chronological limits between the second quarter of the 6th and the beginning of 4th mill. cal BC. The early phase of the Kama culture is now dated between the second quarter of the 6th and the beginning of the 5th mill. cal BC, the middle phase is dated to the first half of the 5th mill. cal BC, and the late phase is dated between the second half of 5th and the beginning of 4th mill. cal BC.
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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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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 it