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Record W7100188628

Telephone Communications Systems; Universities IDENTIFIERS *Canada

2016· article· en· W7100188628 on OpenAlexaboutno aff

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldSocial Sciences
TopicLibrary Science and Information Literacy
Canadian institutionsnot available
Fundersnot available
KeywordsService (business)IdentifierTelephone numberTable (database)Distance educationHigher educationTelephone survey
DOInot available

Abstract

fetched live from OpenAlex

This report provides a summary of a survey of 42 Canadian university libraries conducted in 1984 which identified 20 libraries that were involved in providing services for off-campus and distance education students. Thirteen categories were established to nlassify the components of a comprehensive library service for such students in Canada. Data from the 20 libraries, the three universities in British Columbia, and the Open Learning Institute were then entered on a survey form designed to record each institution's involvement in these 13 categories and the forms were returned to the respondents for verification. A summary table displays the results of the data analysis for each of the libraries and each of the categories: (1) availability of core collections; (2) specific requests; (3) reference queries; (4) special telephone lines; (5) advertisement of services; (6) a librarian responsible for such services; (7) support staff responsible for such services; (8) proviaion of bibliographic instruction; (9) online bibliographic services; (10) interlibrary loans; (11) charges for services; (12) assessment of course needs; and (13) evaluation of service effectiveness. Also included are two handouts, "Funding an Off-Campus Library Service " and "Arguments to Justify the Establishment of a Toll-free Telephone Service for Off-Campus Students"; the form which defines the 13 categories; and a 15-item selected bibliography. (ccn) Reproductions supplied by EDRS are the best that can be made from the original document. ea

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)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
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 score0.781
Threshold uncertainty score0.731

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.007
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0050.024
Science and technology studies0.0050.001
Scholarly communication0.0050.002
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.2190.072

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 head0.016
GPT teacher head0.260
Teacher spread0.243 · 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.

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
Published2016
Admission routes1
Has abstractyes

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