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Record W3201309841 · doi:10.32370/ia_2021_09_8

The Concept of Distributivity In Old High German and Middle High German Texts

2021· article· en· W3201309841 on OpenAlexvenueno aff
Galyna Iarmolovych

Bibliographic record

VenueIntellectual Archive · 2021
Typearticle
Languageen
FieldArts and Humanities
TopicLinguistics and language evolution
Canadian institutionsnot available
Fundersnot available
KeywordsGermanNumeral systemDistributive propertyDistributivityLinguisticsMiddle AgesEtymologyFocus (optics)ConsciousnessComputer scienceEpistemologyMathematicsHistoryPhilosophyArtificial intelligencePure mathematics

Abstract

fetched live from OpenAlex

Quantification and numbers, numerals and number words have been in the focus of research on different levels of linguistical studies. The mathematical thinking and understanding of primitive arithmetical manipulations have been covered from both the mathematical and psychological points of view. The concept of distribution developed from the ability to group objects and belongs to the second wave of the mathematical understanding of primitive people. Being one of the first concepts developed in the human consciousness it stayed un-nominalised until the development of the number consequence paradigm. The distributive constructs existing in the Modern German language are a result of development from the Proto Indo European through the Proto Germanic, Old High German, and Middle High German languages. However, the modern standard concept of distributivity is built on the preceding word – i.e., a number of colloquial variations keep being used in some German dialects.

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.

How this classification was reachedexpand

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.602
Threshold uncertainty score0.781

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.017
GPT teacher head0.235
Teacher spread0.218 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2021
Admission routes1
Has abstractyes

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