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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 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

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.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.432
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.003
Science and technology studies0.0010.002
Scholarly communication0.0000.001
Open science0.0010.001
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 head0.020
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