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Record W7111484794

AS-993-25 Resolution to Establish Parameters and Curricular Review of Bridge and Cap Courses for Semester Conversion

2025· article· W7111484794 on OpenAlexaboutno aff

Bibliographic record

VenueDigitalCommons - CalPoly (California State Polytechnic University) · 2025
Typearticle
Language
FieldSocial Sciences
TopicHigher Education Research Studies
Canadian institutionsnot available
Fundersnot available
KeywordsBridge (graph theory)OutreachQuarter (Canadian coin)Course (navigation)Resolution (logic)Academic year
DOInot available

Abstract

fetched live from OpenAlex

Resolves that the faculty prepare bridge and/or cap course proposals to transition from quarter sequences to semester sequences once the corresponding semester sequences are approved by the Academic Senate; and it further resolves that bridge and/or cap courses be developed and approved by the end of Fall 2025; and it also resolves that the bridge and/or cap courses be published outside of the regular academic catalog and be available only from Fall 2026 through Summer 2027—after which they will be deactivated; and it further resolves that departments that choose not to create bridge and cap courses should utilize advising and student outreach to ensure that students with partially completed quarter course sequences are informed about which semester courses are required to complete the sequence; and further resolves that the Academic Senate approve the attached 'Guidelines for the Creation and Review of Bridge and Cap Courses for Semester Conversion.'

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)0.023
metaresearch head score (Gemma)0.043
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
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 score0.163
Threshold uncertainty score0.545

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0230.043
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.002
Science and technology studies0.0090.002
Scholarly communication0.0130.003
Open science0.0040.004
Research integrity0.0120.008
Insufficient payload (model declined to judge)0.1630.155

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 head0.020
GPT teacher head0.314
Teacher spread0.294 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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
Published2025
Admission routes1
Has abstractyes

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