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Record W2374218210

The Analysis on Current Status of Difficulty in Charging Property Management Fees of Residential Quarter in Small and Medium-Sized Cities

2012· article· en· W2374218210 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
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

VenueJournal of Ningbo Polytechnic · 2012
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicSafety and Risk Management
Canadian institutionsnot available
Fundersnot available
KeywordsProperty managementPublicityProperty (philosophy)Transparency (behavior)BusinessQuarter (Canadian coin)LegislationQuality (philosophy)FinanceMarketingComputer securityComputer scienceLawReal estatePolitical science
DOInot available

Abstract

fetched live from OpenAlex

Along with the continuous deepening of property management of residential quarter,there is an important issue can't wait to be worked out for property management enterprise.The issue is how to crack the difficulty in charging property management fees.Therefore,this essay elaborates factors caused the difficulty and comes up with some ideas to solve the problem,such as Strengthen legislation to offer security;strengthen the efforts to supervision to standardize charge of Property management fees;define the regulatory power of property management enterprise;intervene the property management in early stage;pay attention to financial management and improve the transparency of accounts;actively cultivate talents and improve the quality of employees;try to make the property management much more scientific and intelligent;develop integrated management services to make self-improvement and let owners feel much convenient;gaining publicity and improve owners' consciousness and so on.

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 score0.151
Threshold uncertainty score0.362

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.019
GPT teacher head0.249
Teacher spread0.229 · 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