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Record W2996145077 · doi:10.32370/ia_2019_12_22

Determining the Structure of Project Competence of Future Bachelors of Social Work

2019· article· en· W2996145077 on OpenAlex
Олена Купенко

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.

venuePublished in a venue whose home country is Canada.
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

VenueIntellectual Archive · 2019
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicEconomic Issues in Ukraine
Canadian institutionsnot available
Fundersnot available
KeywordsCompetence (human resources)TeamworkTransformative learningIntrospectionPsychologyKnowledge managementSocial psychologyComputer scienceManagementPedagogyCognitive psychology

Abstract

fetched live from OpenAlex

In the general structure of competence, the components of theoretical knowledge, transformative activity, moral and spiritual values and self-organization are considered, and two marginal levels are distinguished: a higher level of competence and a minimum acceptable level of competence. Taking into account the specific professional activity of future bachelors of social work, the structure of project competence is detailed as follows. In the theoretical knowledge component, the marginal levels differ in the limited knowledge at the minimum permissible level only by the management aspect, and the cross-sectoral understanding of the concepts of "project" and "project management" -at the highest level of competence. The transformative activities for the highest level of competence include methods for substantiating contradictions, to which the project is directed, determining the ideal end result, formulating a realistic project goal, decomposing the project, executing the project, introspection, as well as methods of managing teamwork. For minimal competence, only certain project management methods are foreseen, in particular, excluding teamwork management methods. In the component of moral and spiritual values, it is obligatory for both levels to act on the basis of the value attitude to the client of social work as a subject of self-government. As part of self-organization component, we consider projects developed by students as means of self-organization of their further transformative professional activity, but a higher level of competence (as opposed to minimum competence) involves taking into account the activities of other students and environmental events.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.543
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

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

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 head0.022
GPT teacher head0.224
Teacher spread0.203 · 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