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Record W31557795 · doi:10.3390/pharmacy7040140

Об особенностях идиолексикона носителя городского просторечия

2013· article· en· W31557795 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.

fundA Canadian funder is recorded on the work.
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

VenueVestnik Tomskogo gosudarstvennogo universiteta Filologiya · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicDiscourse Analysis and Cultural Communication
Canadian institutionsnot available
FundersOntario College of Pharmacists
KeywordsVernacularLinguisticsLexiconVariety (cybernetics)Meaning (existential)JargonPsychologySociologyHistoryComputer scienceArtificial intelligence

Abstract

fetched live from OpenAlex

Around the world, changes in scope of practice regulations for pharmacists have been used as a tool to advance practice and promote change. Regulatory change does not automatically trigger practice change; the extent and speed of uptake of new roles and responsibilities has been slower than anticipated. A recent study identified 9 pre-requisites to practice change (the 9Ps of Practice Change). The objective of this study was to describe how educationalists could best apply these 9Ps to the design and delivery of continuing professional development for pharmacists. Twenty community pharmacists participated in semi-structured interviews designed to elicit their learning needs for scope of practice change. Seven supportive educational techniques were identified as being most helpful to promote practice change: (i) a coaching/mentoring approach; (ii) practice-based experiential learning; (iii) a longitudinal approach to instructional design; (iv) active demonstration of how to implement practice change; v) increased focus on soft-skills development; (vi) opportunities for practice/rehearsal of new skills; and (vii) use of a 360-degree feedback model. Further work is required to determine how these techniques can be best applied and implemented to support practice change in pharmacy.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.537
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0020.001
Scholarly communication0.0000.002
Open science0.0020.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0110.004

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 head0.269
Teacher spread0.253 · 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