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Record W7132775041

Bakkal Kitabı

2025· book-chapter· tr· W7132775041 on OpenAlexaboutno aff
Tuncay Bilecen

Bibliographic record

VenueKocaeli Üniversitesi - AVESİS · 2025
Typebook-chapter
Languagetr
FieldArts and Humanities
TopicCultural and Sociopolitical Studies
Canadian institutionsnot available
Fundersnot available
KeywordsQuarter (Canadian coin)Work (physics)Field (mathematics)
DOInot available

Abstract

fetched live from OpenAlex

Buçalışmada; çocukluğunu Trakya’da geçirmiş ve babası otuz yıl boyunca (1986-2016) kesintisiz bakkal dükkânı işletmiş biri olarak Trakya’da bakkallarınnasıl bir sosyalleşme işlevi gördüğüne değinmek istiyorum. Trakya’datoptancılık yaparken gezdiğim, gördüğüm bakkallara ilişkin gözlem ve anılarımında eşlik edeceği yazıda 1990’lı yılların bakkallarına ve bakkalcıkarakterlerine de yer vermek niyetindeyim. Trakyabakkallarının anlatıldığı bir yazıda içki kültürüne yer vermemek olmaz. Trakyabakkalları sadece içkinin satın alındığı yerler değil, aynı zamanda ayaküstüiçki sohbetlerinin yapıldığı hatta bazı bakkalların arka odalarında enikonumeyhane hayatının yaşandığı yerlerdir. Dolayısıyla ayaküstü uğranılan bu mekânlarınvazgeçilmez kahramanlarının belli başlı özellikleri, Trakya’ya özgü sohbetkonuları ve birbirleriyle kurdukları sıra dışı ilişkiler hikâye edilirken;bakkalların postane, eczane, kahvehane olmalarının yanı sıra meyhane işlevigördükleri de hatırlatılacaktır.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.347
Threshold uncertainty score0.932

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0030.001
Scholarly communication0.0060.004
Open science0.0010.003
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.3470.256

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 head0.036
GPT teacher head0.211
Teacher spread0.175 · 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.

Study designNot applicable
Domainnot available
GenreOther

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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