MétaCan
Menu
Back to cohort

Становление и развитие инклюзивного образования: историко-генетический аспект

2017· article· ru· W2893852554 on OpenAlexaboutno aff
О. В. Воронова

Bibliographic record

VenueВестник Самарского университета. История, педагогика, филология · 2017
Typearticle
Languageru
FieldSocial Sciences
TopicEducation and Social Development in Ukraine
Canadian institutionsnot available
Fundersnot available
KeywordsQuarter (Canadian coin)Period (music)State (computer science)FeelingDisadvantagedHistoryPolitical scienceGender studiesSociologyEconomic historyAncient historyPsychologyLawArtAestheticsSocial psychologyArchaeology

Abstract

fetched live from OpenAlex

According to the highlighted historical periods in the article transformation of society and state attitude towards people with deviations in development is traced. Since the Archaic period and till the 10 th century, it is possible to observe how hostile feelings towards needy change on merciful relation. Since the 10-13 th century there is a princely, church and monastic care of patients. During the period from 14 th to the second half of the 17 th century the state approaches to care manifestation and training of patients and the disadvantaged are made out. The first attempts of special educational institutions creation for children with identified disabilities can be referred to the second half of the 19 th century. The system of special education develops in the second quarter of the 20 th century. In the nineties of the 20 th century in our country the start of inclusive education ideas was laid.

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)0.001
metaresearch head score (Gemma)0.002
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: none
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.008
Threshold uncertainty score0.020

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0020.005
Scholarly communication0.0050.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0050.001

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 head0.083
GPT teacher head0.428
Teacher spread0.345 · 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
GenreReview

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

Citations0
Published2017
Admission routes1
Has abstractyes

Explore more

Same venueВестник Самарского университета. История, педагогика, филологияSame topicEducation and Social Development in UkraineFrench-language works237,207