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Record W7035010715

Weisz, Gideon, and Shirley Weisz - Improvement Location Certificate

2021· article· en· W7035010715 on OpenAlexaboutno aff

Bibliographic record

VenueDigital Collections of Colorado (Colorado State University) · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicMedical, Sociocultural, and Biopolitical Studies
Canadian institutionsnot available
Fundersnot available
KeywordsQuarter (Canadian coin)Section (typography)Center (category theory)CertificateLine (geometry)Window (computing)
DOInot available

Abstract

fetched live from OpenAlex

A portion of the Northwest Quarter of the Southeast Quarter of Section 2G, Township 1 North, Range 72 West of the Gth P.M., more particularly described as follows: Commencing at Corner No. 4 of the Jackson No. 2 Mineral Claim, 0. S. Survey No. 19351 located in the Northwest Quarter of the Southeast Quarter of said Section 26; thence South 47''23' West, 339.22 feet along line 4-1 of said Jackson No. 2 Mineral Claim' to tlie TRUE POINT OF BEGINNING; tlience South 47"4 3* West, 800.00 feet along line 4-1 of said Jackson No. 2 Mineral Claim to the center line of Roulder County Road No. 122; tlience North IG^IG' East, 100.00 feet along the center line of said Boulder County Road No. 122; thence North JinO* East, 513.78 feet along the Boulder County Road No

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 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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.781
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0020.001
Scholarly communication0.0000.001
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 head0.037
GPT teacher head0.247
Teacher spread0.210 · 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 teacher head, not a consensus.

Study designNot applicable
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
Published2021
Admission routes1
Has abstractyes

Explore more

Same venueDigital Collections of Colorado (Colorado State University)Same topicMedical, Sociocultural, and Biopolitical StudiesFrench-language works237,207