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Record W2930697950 · doi:10.5860/crln.80.4.212

Reframing from the ground up: Redesigning a credit-bearing information literacy course using the Framework for Information Literacy for Higher Education

2019· article· en· W2930697950 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueCollege & Research Libraries News · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicLibrary Science and Information Literacy
Canadian institutionsnot available
Fundersnot available
KeywordsCognitive reframingInformation literacyCourse (navigation)Higher educationQuarter (Canadian coin)Class (philosophy)LiteracyMathematics educationSociologyPedagogyLibrary sciencePolitical scienceEngineeringPsychologyComputer scienceHistory

Abstract

fetched live from OpenAlex

LIB 1500 is a three-credit information literacy course offered by the University Library at California State Polytechnic University, Pomona (Cal Poly-Pomona), which is taught by faculty librarians. The course was developed during the 2014–15 academic year and has been offered continuously since. While targeted primarily toward freshmen, in the course inevitably include a number of sophomores and upper-level students seeking to fulfill their lifelong learning General Education requirement, for which LIB 1500 is one of several options. While the development of LIB 1500 has been a labor of love, by the end of Spring Quarter 2017, those of us involved in teaching the class had noticed that the course was becoming dated and needed a complete overhaul. Therefore, during the 2017–18 academic year, librarians at Cal Poly-Pomona fundamentally redesigned LIB 1500 to reflect the threshold concepts described in the ACRL Framework for Information Literacy for Higher Education. In doing so, we learned valuable lessons about course structure, applied learning, and the iterative nature of course revision.

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.

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)0.003
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Scholarly communication
Consensus categoriesScholarly communication
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.804
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0040.000
Scholarly communication0.0090.121
Open science0.0010.000
Research integrity0.0000.001
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 head0.073
GPT teacher head0.401
Teacher spread0.328 · 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