MétaCan
Menu
Back to cohort
Record W6994146908

Interview no. 1526

2009· article· en· W6994146908 on OpenAlexaboutno aff

Bibliographic record

Venuescholarworks - UTEP (The University of Texas at El Paso) · 2009
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicGreenhouse Technology and Climate Control
Canadian institutionsnot available
Fundersnot available
KeywordsLicenseApprenticeshipCommissionDelegationReputationQuarter (Canadian coin)
DOInot available

Abstract

fetched live from OpenAlex

Richard Najera, president of El Paso Lone Star Homes, Inc., speaks here about his rise to success as an electrician, home builder, banker, and communications entrepreneur. In addition, he shares his memories of his youth and his experiences as a public servant. Born in 1937, Najera attended El Paso High School, graduating in 1955. After studying electrical engineering at Texas Western College (now the University of Texas at El Paso), Najera attended apprenticeship school, finishing the four-year program in just two years. But obstructions arose when he sat for his contractor’s license due to the board’s corruption and racial discrimination. Upon notification that he had failed the exam, Najera protested the results and eventually received his license; his actions helped to open the doors to many future Mexican-American applicants. As one of El Paso’s first Mexican American electricians, he, along with his cousin, began Lone Star Electric with just one truck and no credit history. Paying for everything in cash, the partners soon began building their credit and establishing a solid reputation as one of only a handful of local electrical contractor companies. In 1973, Najera and another partner founded El Paso Lone Star Homes/Electric, entering into the home-building business. Also around that time, he and several other investors began the Mission Savings and Loan. Perhaps his most ambitious venture occurred in 1975 when he and eight others applied for and received a license through the Federal Communications Commission to start up a Spanish-language television station, which ran successfully under Najera’s stewardship for over ten years. In 1987, the partners of Channel 26 sold the station for $40,000,000. As Najera’s reputation grew, he was asked to participate in several public roles. For example, he sat on El Paso’s Electrical Advisory Board for sixteen years. In addition, he served as president of the local Boy’s Club for two terms, and in 1975, Najera was elected to City Council, where he again served two terms.

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)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.653
Threshold uncertainty score0.931

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0060.000
Scholarly communication0.0020.003
Open science0.0010.002
Research integrity0.0050.006
Insufficient payload (model declined to judge)0.3470.150

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 head0.012
GPT teacher head0.185
Teacher spread0.174 · 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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.

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
Published2009
Admission routes1
Has abstractyes

Explore more

Same venuescholarworks - UTEP (The University of Texas at El Paso)Same topicGreenhouse Technology and Climate ControlFrench-language works237,207