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Record W4319082514 · doi:10.1177/00343552221146166

Embracing the Future: Updating and Revising the Code of Professional Ethics for Rehabilitation Counselors

2023· article· en· W4319082514 on OpenAlexaboutno aff
Trenton J. Landon, Julie C. Hill, Robert J. Froehlich, Pamela Shlemon

Bibliographic record

VenueRehabilitation Counseling Bulletin · 2023
Typearticle
Languageen
FieldPsychology
TopicCounseling Practices and Supervision
Canadian institutionsnot available
Fundersnot available
KeywordsCertificationEthical codeProcess (computing)CommissionRehabilitationProfessional ethicsProfessional conductCode (set theory)Medical educationEngineering ethicsPsychologyComputer scienceMedicinePolitical scienceEngineeringLaw

Abstract

fetched live from OpenAlex

The Commission on Rehabilitation Counselor Certification (CRCC) certifies qualified candidates as certified rehabilitation counselors in the United States (CRCs) and as Canadian certified rehabilitation counselors (CCRCs) in Canada. Those professionals who are certified as CRCs/CCRCs are expected to adhere to the CRCC Code of Professional Ethics. The CRCC Code of Ethics is updated from time to time. With the completion of the recent revision process, a revised Code of Professional Ethics for CRCs/CCRCs is now being distributed and implemented by the CRCC. Given the changes and updates to the Code of Professional Ethics, this article and subsequent articles in this special issue help to outline the process and rationale that framed the recent revision process. Although some specific changes are highlighted through this special issue, practitioners are encouraged to familiarize themselves with the entire code.

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)0.127
metaresearch head score (Gemma)0.374
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: none
Teacher disagreement score0.127
Threshold uncertainty score0.670

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.1270.374
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.003
Science and technology studies0.0200.030
Scholarly communication0.0270.017
Open science0.0040.011
Research integrity0.0130.027
Insufficient payload (model declined to judge)0.0020.001

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 head0.034
GPT teacher head0.375
Teacher spread0.341 · 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

Citations1
Published2023
Admission routes1
Has abstractyes

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