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Record W4200468637 · doi:10.32370/ia_2021_12_21

Characteristics of the Pedagogical Model for Forming Social Responsibility in Students by Means of Project Technologies

2021· article· en· W4200468637 on OpenAlex
Renate Vainola, Zechen Xi

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 · 2021
Typearticle
Languageen
FieldComputer Science
TopicEducational Methods and Teacher Development
Canadian institutionsnot available
Fundersnot available
KeywordsSocial responsibilityProcess (computing)Set (abstract data type)Context (archaeology)Realization (probability)Knowledge managementComputer scienceResource (disambiguation)Order (exchange)PsychologyMathematics educationSociologyPedagogyBusinessPublic relationsPolitical scienceMathematics

Abstract

fetched live from OpenAlex

The article describes the essence and components of the pedagogical model for forming social responsibility in students by means of project technologies. Determined the structural components of this pedagogical model: the purpose, tasks, principles, pedagogical conditions, criterion principles (criteria, indicators and levels of formation), technological support of project activity, result. Characterized the principles of forming social responsibility of students: personal orientation of educational process, dialogicity (conventionalized), integrativeness, nonlinearity, on becoming a person. Defined the criteria of forming social responsibility of students and the corresponding indicators-indicators of their display. Presented four levels (insufficient, satisfactory, sufficient and optimal) for forming certain indicators. The leading means of realization of the pedagogical model for forming social responsibility of students is defined by design technologies, their characteristics in the context of the concept of projective education. Project technologies are defined as a set of forms, methods, means of educational influence in order to implement forecasting, resource development and methodological support of project activities.

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)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.580
Threshold uncertainty score0.322

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.160
GPT teacher head0.406
Teacher spread0.246 · 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