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Research and Study on Living Conditions of Empty Nest Elderly in Rural Areas of Gansu

2010· article· en· W1812457366 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.

venuePublished in a venue whose home country is Canada.
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

VenueCross-cultural communication · 2010
Typearticle
Languageen
FieldSocial Sciences
TopicRegional Development and Environment
Canadian institutionsnot available
Fundersnot available
KeywordsGeographyEndowmentRural areaPolitical scienceWelfare economicsSocioeconomicsHumanitiesSociologyEconomicsArt

Abstract

fetched live from OpenAlex

Through a questionnaire survey, house surveys, case interviews, etc., Gansu Province on the empty nest elderly in rural areas to survive conditions of systematic survey, in-depth analysis of the impact of rural endowment insurance system for internal and external factors and put forward countermeasures and suggestions related. Kew Words: Rural areas; Empty nest elderly; Living conditions; Investigate Resume: Par le biais des enquetes en questionnaire, au foyer et en interviews etc, on a effectue une investigation sur les personnes âgees qui vivent dans le nid vide dans la province de Gansu, notamment celles dans les zones rurales qui survivent a des conditions d'enquete systematiques. L’article fait une analyse approfondie sur l'impact du systeme d'assurances-vie temporaires, sur les facteurs internes et externes et met en avant les contre-mesures et des suggestions appropries. Mots-cles: zones rurales; les personnes âgees qui vivent dans le nid vide; conditions de vie, investigations 摘 要:為全面系統瞭解甘肅省農村空巢老年人生存的基本狀況,推進甘肅省老齡事業的健康發展,進一步完善 農村老年人的養老保障體系,課題組通過問卷調查、入戶調查、個案訪談等方式,對甘肅省農村空巢老年人生存 狀況進行了的系統調查,深入分析影響農村養老保險制度的內外因素,並提出相關對策建議。 關鍵字:農村;空巢老年人;生存狀況;調查

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)0.001
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 score0.021
Threshold uncertainty score0.466

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
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 head0.075
GPT teacher head0.432
Teacher spread0.356 · 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