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Record W3173300257 · doi:10.37642/jkremr.2021.23.8

Pre-construction Apartment sales and Assignment-approach with Canadian System

2021· article· en· W3173300257 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 the Korea Real Estate Management Review · 2021
Typearticle
Languageen
FieldComputer Science
TopicAdvanced Statistical Modeling Techniques
Canadian institutionsnot available
Fundersnot available
KeywordsWarrantyApartmentBusinessOrder (exchange)Real estateOccupancyElement (criminal law)PaymentArchitectural engineeringFinanceEngineeringLawCivil engineering

Abstract

fetched live from OpenAlex

This study aims to derive the shortcomings and to enhance the pre-construction apartment sales and assignment system in Korea through a comparative analysis of the Canadian system. In particular, all the element of the new home warranty insurance should be in the arms reach of the public and be detailed. As a result, the recruitment advertizement differs depending on the social environment of each country. The developers have responsibilities and obligations to recruit, but the assignment is legally prohibited in Korea. The resale of the right to occupancy or move-in the pre-construction apartment still exists and some of real estate agents were said to be arrested because of the illegal assignments. It needs that the assignment be allowed with the proper procedure including the Agreement form be prepared by the company and be signed by both the assignor and assignee and the real estate agents(if needs) as well, and to be approved by the developer. The gain shall be exposed and subjected to the special income tax. With respect to the new home warranty, the warranty company should prepare guideline booklets in order for the ordinary people can review and understand what components and works are included in the new home warranty programs.

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: Other design · Consensus signal: none
GenreCandidate signal: Methods · Consensus signal: Methods
Teacher disagreement score0.799
Threshold uncertainty score0.318

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 studies0.0000.000
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 head0.011
GPT teacher head0.241
Teacher spread0.230 · 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