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Record W4387753349 · doi:10.21041/conpat2023/v2pc6630

Desplacamento de revestimento cerâmico de fachadas em edifícios: estudo de caso em balneário Camboriú-SC

2023· article· pt· W4387753349 on OpenAlexaff
Micaela Benigna Pereira, B. Jordani, Daise Nunes, José Artur Bogo Chies

Bibliographic record

Venuenot available
Typearticle
Languagept
FieldSocial Sciences
TopicAcademic Research in Diverse Fields
Canadian institutionsCameco (Canada)
Fundersnot available
KeywordsHumanitiesPhysicsMaterials scienceArt

Abstract

fetched live from OpenAlex

O presente estudo tem como objetivo principal analisar quais as possíveis causas de desplacamento de revestimento cerâmico em fachada de edifício localizado no município de Balneário Camboriú/SC, com ênfase também nas principais formas de prevenções e soluções para as manifestações patológicas encontradas. A metodologia utilizada nesta pesquisa para realização da inspeção predial do condomínio iniciou-se através da comparação dos problemas estudados com dados coletados principalmente dos registros fotográficos. O estudo de caso evidenciou que existem fatores importantes a serem observados na construção, que podem ocasionar um futuro desplacamento de revestimento cerâmico, como a execução com mão de obra qualificada, projeto, planejamento, materiais de qualidade e influência da temperatura.

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)0.002
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.063
Threshold uncertainty score0.125

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0030.002
Scholarly communication0.0020.001
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.083
GPT teacher head0.404
Teacher spread0.321 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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
Published2023
Admission routes1
Has abstractyes

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