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Record W4385185521 · doi:10.5007/%x

Editorial

2017· article· en· W4385185521 on OpenAlexfundno aff

Bibliographic record

VenueAmericanae (AECID Library) · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicUrban and sociocultural dynamics
Canadian institutionsnot available
FundersPontifícia Universidade Católica do Rio de JaneiroUniversidade Federal do Rio de JaneiroUniversidade Federal do ParanáUniversidade Estadual de CampinasUniversität SalzburgUniversidade de São PauloNederlandse Organisatie voor Wetenschappelijk OnderzoekCoordenação de Aperfeiçoamento de Pessoal de Nível SuperiorUniversitetet i OsloMacquarie UniversityUniversidade Federal de Santa MariaUniversity of BristolUniversidade Federal do Rio Grande do SulUniversidade de LisboaPrinceton UniversityMcGill UniversityUniversité Catholique de LouvainUniversidade Federal de Santa CatarinaConselho Nacional de Desenvolvimento Científico e TecnológicoUniversidad de Buenos AiresSwarthmore CollegeUniversity of Miami
KeywordsNatComputer scienceComputer network

Abstract

fetched live from OpenAlex

In this article we present the main contributions of the Brazilian\nPhysicist José Leite Lopes (1918-2006) to the development of\nTheoretical Physics. We begin with his formation as a Physicist,\nhighlighting his work in preparing research groups in Brazil and\nFrance . We describe his main contributions to the development of\nPhysics, in particular his study on the Electron-Neutron\ninteraction mediated by a Neutral Vector Boson. We also relate his\nparticipation on the establishment of the Brazilian Center for\nPhysics Research (CBPF) and of the National Research Council\n(CNPq), as well as his role as a writer of didactic books and books\non the Scientific Policies. At last, we underline his artistic\nsensibility, remembering his admiration for the austro-german poet\nRainer Maria Rilke and the pictures he painted, and we also list\nthe honorific titles and the honours he received.

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)0.003
metaresearch head score (Gemma)0.024
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: Editorial · Consensus signal: Editorial
Teacher disagreement score0.083
Threshold uncertainty score0.000

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.024
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.001
Science and technology studies0.0020.001
Scholarly communication0.0060.002
Open science0.0020.002
Research integrity0.0080.009
Insufficient payload (model declined to judge)0.0830.038

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 head0.013
GPT teacher head0.282
Teacher spread0.269 · 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
GenreEditorial

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

Citations172
Published2017
Admission routes1
Has abstractno

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