MétaCan
Menu
Back to cohort

THE LOWER ISHIM REGION NEOLITHIC CHRONOLOGY (DATA FROM THE SETTLEMENTS OF THE MERGEN ARCHAEOLOGICAL MICRODISTRICT)

2023· article· en· W4366419967 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueUral Historical Journal · 2023
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicArchaeology and ancient environmental studies
Canadian institutionsnot available
Fundersnot available
KeywordsChronologyBeakerHuman settlementQuarter (Canadian coin)ArchaeologyPopulationPeriod (music)Ancient historyRadiocarbon datingGeographyHistoryDemographyArt

Abstract

fetched live from OpenAlex

In the last decade, the Mergen archaeological microdistrict has become a base for the study of the Neolithic of the Lower Ishim region. Systematic studies of key settlements (Mergen 3, 5–8) were carried out, 42 radiocarbon dates were obtained. It is established that the process of formation of the Neolithic in the region is associated with the appearance (no later than the first quarter of the 7th millennium BC) of the carriers of the tradition of making flat-bottomed ceramic vessels, on the basis of which the early Boborykino culture is formed. By the end of the 7th millennium BC, in the Ishim Valley, representatives of the Koshkino culture of the Trans-Urals appear, and the tradition of making vessels with relief bands, which has some similarities with the Satygin and Mulymya complexes of the mountainous Trans-Urals and the Kondinsky lowland. The coexistence of these groups of the population and the early Boborykino was recorded, in the morphology and ornamentation of the vessels of which the characteristic features of the “classical” Late Neolithic were clearly manifested. At the middle stage of the Neolithic (the second quarter of the 5th millennium BC), the Kozlov population appeared in the Lower Ishim region and, probably, a little later (the third quarter of the 5th millennium BC) bearers of the tradition of making dishes similar to the Sosnovoostrovskaya culture of the Middle Tobol region. Stable ties were revealed during this period, at least for the former, with the southern neighbors (the Makhanjar culture of Turgay). The presented chronological sections illustrate the continuity of the Lower Ishim region and Trans-Urals (Southern, Middle, possibly mountain forest), as well as the steppe territories in the south, in cultural and genetic processes during the 7th–5th millennium BC.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.154
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.052
GPT teacher head0.229
Teacher spread0.177 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it