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Record W2770825849 · doi:10.1177/0920203x17742887

Food safety in urban China: Perceptions and coping strategies of residents in Nanjing

2017· article· en· W2770825849 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueChina Information · 2017
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicOrganic Food and Agriculture
Canadian institutionsUniversity of WaterlooBalsillie School of International Affairs
Fundersnot available
KeywordsFood safetyChinaBusinessPerceptionContext (archaeology)Agency (philosophy)Coping (psychology)Food processingMarketingEnvironmental healthPsychologyPolitical scienceGeographyMedicineSociology

Abstract

fetched live from OpenAlex

Food safety has become an increasingly pressing sociopolitical issue in China due to the outbreak of food safety scandals since the 2000s. Existing studies have highlighted the socio-economic context of this issue, its drivers and implications. Yet, few studies have examined the perceptions of food safety conditions and strategies undertaken by consumers in their daily lives to cope with the challenge. Based on a city-wide survey of 1210 households and 36 interviews in Nanjing, China, this research adopts an ‘everyday’ perspective of analysis to investigate Nanjing residents’ perceptions of, and strategies to cope with, the food safety challenge. Perceptions include the severity of the food safety problem, the least safe foods, as well as causes and responsibilities. Coping strategies include various approaches to food access and food preparation. This article also compares the validity of potential sources of trust in food. On the one hand, the study demonstrates how the structural changes in China’s food system (i.e. chemical intensive food production and elongated food supply chains) constitute the major problems and causes of food safety issues. On the other hand, it reveals the considerable latitude within which Nanjing residents proactively exercise their agency when facing food safety challenges.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.292
Threshold uncertainty score0.153

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 studies0.0000.000
Scholarly communication0.0000.002
Open science0.0000.000
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 head0.009
GPT teacher head0.211
Teacher spread0.202 · 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