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Record W6986036120

Sergio Gutierrez

2022· article· en· W6986036120 on OpenAlexaboutno aff

Bibliographic record

VenueSOURCE Sheridan's Institutional Repository (Sheridan College) · 2022
Typearticle
Languageen
FieldDecision Sciences
TopicScientific Computing and Data Management
Canadian institutionsnot available
Fundersnot available
KeywordsCLARITYSection (typography)Plan (archaeology)Set (abstract data type)Joint (building)Front (military)SiloPerforming arts
DOInot available

Abstract

fetched live from OpenAlex

The Design consists of the use of the silo and converting it into a Performance bar and restaurant, Where Artist from all around Canada can perform music, acting and dancing. The restaurant would have a mini stage where artist can perform in front of the restaurant’s tables, to attract more tourist. The plan is for the performer to perform different types of music from all around the world, as well as different plays in different languages, and many types of cultural dances. The restaurant is also set to prepare foods from all around the world each day a different food from a different continent. This will help keep the goal for the current owners of the mill, to keep the culture of art as there is an art gallery on the neighboring building, this will help expand the types of arts, as well attract more types of artists from not just around Ontario but around Canada. The 3D wall section model is meant to present all construction assemblies and materials in a both technical and graphical manner. The section cut, shows how all construction components interact in the heavy timber construction of the remodeled silo. It shows with clarity all supporting columns and beams of the basic skeleton of the building. It also shows with technical clarity the exterior wall assemblies used to maintain the original exterior construction of the silo keeping its original wood siding material, it also gives a chance for the client to view the interior wall assembly with detail and presentation. The wall section also shows how both the interior and exterior environment of the building, showing how the interior materials and colors interact with each other in a more modern design environment, as well as exterior materials and how they interact with the original classic design, and how they interact with the exterior environment. The wall section also helps to show the contrast between both exterior and interior materials, showing that the interior is designed to be more modern and newer, while at the same time keeping the original silo construction and materials in the exterior portion.

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: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.242
Threshold uncertainty score0.809

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0010.001
Scholarly communication0.0040.002
Open science0.0010.002
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.2420.143

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 head0.049
GPT teacher head0.303
Teacher spread0.255 · 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 designNot applicable
Domainnot available
GenreOther

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
Published2022
Admission routes1
Has abstractyes

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