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Record W6980625787

College of Life Sciences and Agriculture (University of Maine) Records, 1914-1985

2018· article· en· W6980625787 on OpenAlexaff

Bibliographic record

VenueDigitalCommons (California Polytechnic State University) · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicEducation, sociology, and vocational training
Canadian institutionsLibrary and Archives Canada
Fundersnot available
KeywordsAgricultureState (computer science)Higher educationAgricultural educationAction (physics)Quality (philosophy)
DOInot available

Abstract

fetched live from OpenAlex

In 1964, during the tenure of University of Maine President Lloyd Hartman Elliot the existing College of Agriculture was renamed the College of Life Sciences and Agriculture to reflect the developing program and staff orientation within the College. The objectives of the College were to provide high quality educational opportunities in the agricultural and life sciences and to contribute generally to the economic, social and cultural development of the state by means of basic applied research and various extension educational techniques to help groups and individuals better understand the need and action necessary for properly managing and developing Maine's resources: people, land, forest, water and climate. The three functions of the College were resident instruction, research and instruction. The College offered a number of baccalaureate, graduate, and associate degree programs. The records mainly contain textual information created and curated by the University of Maine College of Life Sciences and Agriculture.

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)0.001
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.863
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.004
Scholarly communication0.0000.000
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 head0.062
GPT teacher head0.300
Teacher spread0.238 · 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 designTheoretical or conceptual
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
Published2018
Admission routes1
Has abstractyes

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