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Record W6949400723 · doi:10.5281/zenodo.14943294

Kotyora'dan Ordu'ya

2025· article· tr· W6949400723 on OpenAlexaboutno aff

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2025
Typearticle
Languagetr
FieldMedicine
TopicPrenatal Screening and Diagnostics
Canadian institutionsnot available
Fundersnot available
KeywordsPeriod (music)Context (archaeology)Work (physics)Quarter (Canadian coin)

Abstract

fetched live from OpenAlex

Boztepe eteklerinde doğal bir liman görünümünde olan yerde kurulan halk arasında eski adı Kotyora, yeni adı Ordu olan şehrin adı ve bu adların tarihi alt yapısının irdeleneceği Kotyora’dan Ordu’ya adlı araştırma, Ordu ilinin tarihine ışık tutması, yanlış bilinen bilgilerin ortaya konulmasını sağlayacaktır. Kotyora’dan Ordu’ya adlı bu araştırmada google form üzerinden elde edilen anket sorularının ve doküman analizine ilişkin verilerin kullanıldığı nitel araştırma yöntemi kullanılmıştır. Nitel araştırma adını verdiğimiz araştılamalarda araştırmacı gözlem, görüşme notları ve doküman analizi gibi veri toplama teknikleri kullanarak araştırma yapar. Kotyora’dan Ordu’ya adlı bu araştırmanın amacı, şehrin geçmişten günümüze var olan isimlerinin tarihi alt yapısını ortaya koymak, okuyucularda araştırma kültürünü geliştirmek ve milli duyguları geliştirmektir. Anahtar Kelimeler: Kotyora, Ordu, Kut, Şehir İsmi, Bozukkale, Türk Dili, Etimoloji

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.066
Threshold uncertainty score0.221

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0020.001
Scholarly communication0.0050.005
Open science0.0010.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0660.025

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 head0.032
GPT teacher head0.273
Teacher spread0.241 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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
Published2025
Admission routes1
Has abstractyes

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